Perspectives and Recommendations on
the Future of Work
India’s Booming Gig and
Platform Economy
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Designed by
India’s Booming Gig and
Platform Economy
Perspectives and Recommendations on
the Future of Work
June 2022
NITI AAYOG & EXPERT RESEARCH TEAMS
Skill Development & Employment (SDE) Vertical Team, NITI Aayog
Dr. K. Rajeswara Rao Special Secretary
Sh. Kundan Kumar Adviser
Sh. Rajesh Gupta Director
Dr. Sakshi Khurana Consultant
Sh. Kailash Nath Verma Research Officer
Sh. Satish Chandra Economic Officer
Ms. Rashmi Ranjana Singh Young Professional
Ms. Oshin Dharap Young Professional
Expert Research Team
Dr. Sakshi Khurana Consultant, Skill Development, &
Employment, NITI Aayog
sakshi.khurana@gov.in
Dr. S.K. Sasikumar Former Senior Fellow, V. V. Giri National
Labour Institute
Dr. Vinoj Abraham Professor, Centre for Development Studies,
Thiruvananthapuram
Dr. Balakrushna Padhi Assistant Professor, BITS-Pilani, Rajasthan padhicds@gmail.com
Communications Team, NITI Aayog
Ms. Indrani Dasgupta Consultant (Editor)
Ms. Saloni Sachdeva Young Professional
Suggested Citation
NITI Aayog. (2022). India’s Booming Gig and Platform Economy: Perspectives and Recommendations
on the Future of Work. June, 2022.
Copyright@ NITI Aayog, 2022 NITI Aayog Government of India, Sansad Marg, New Delhi - 110001, India
Report and Cover Design by YAAP
Every care has been taken to provide the correct and up to date information along with references
thereof. However, NITI Aayog shall not be liable for any loss or damage whatsoever, including incidental
or consequential loss or damage, arising out of, or in connection with any use of or reliance on the
information in this document. In case of any doubt or query, readers are requested to refer to the
reference section and footnotes. Readers of this document should be aware that the document may
be subject to revisions. Any suggestion/input may please be sent to sakshi.khurana@gov.in
The pace of digitalisation has grown rapidly around the world, transforming societies and
ushering in a new economic revolution with significant implications for the future of work
and employment. India’s twin advantages of having a favourable demographic structure and
the rapid proliferation of digital technologies position it to be at the forefront of this economic
revolution.
The gig-platform economy is at the core of this unfolding paradigm shift. ILO’s 2021 World
Employment and Social Outlook Report states that the number of digital labour platforms
have grown fivefold over the last decade. Digital platforms offer innovative solutions in different
sectors such as transport, retail, personal and home care. They provide promising income
opportunities to workers with different skill sets and wider market access to businesses. The
gig economy has demonstrated resilience even during the pandemic, with platform workers
playing an indispensable role in urban India.
In this backdrop, this report offers a scientific methodological approach to estimate the job
creation potential of the gig-platform economy as well as provides wide-ranging perspectives
and recommendations on the gig-platform economy in India.
I commend Dr. K. Rajeswara Rao, Special Secretary, NITI Aayog, for conceiving and taking forward
this initiative and successfully bringing it to completion. My congratulations to Sh. Kundan
Kumar, Adviser, NITI Aayog and Sh. Rajesh Gupta, Director, NITI Aayog, for ensuring necessary
coordination and time-bound action for the study report. Special appreciation to the research
team comprising Dr. Sakshi Khurana, from NITI Aayog, Dr. S.K. Sasikumar, former Senior Fellow
at V.V. Giri National Labour Institute, Dr. Vinoj Abraham, Centre for Development Studies,
Dr.Balakrushna Padhi, BITS-Pilani, and contributors Ms Aishwarya Raman, Ms Chhavi Banswal
and Ms Sreelakshmi Ramachandran.
I hope that the report will become a valuable resource in overcoming the knowledge and data
barriers in our understanding of the gig-platform economy and drive further research and
analysis on this sector.
I extend my best wishes and support to all the Ministries, State governments, training
providers, platforms and others who can work in coordination and forge collaborations for the
implementation of report’s commendations to bring about growth and job creation in the gig
and platform sector.
Suman Bery
Vice Chairperson, NITI Aayog
MESSAGE FROM
VICE CHAIRMAN
Message from Vice Chairman
| v
The accelerated adoption of novel digital technologies has brought about a paradigm shift in
business processes and service provisions. New technologies associated with Industry 4.0 and
the gig economy are already reshaping the world of work and are expected to open up a whole
range of new opportunities in the future. Digital platforms in India have thrived as a result of the
increasing use of smartphones, the low cost of internet and other initiatives under the Digital
India campaign. Different platforms that comprise the gig economy offer innovative solutions
in different sectors such as transport, retail, personal and home care.
This changing scenario calls for the need to assess the employment generation potential of the
gig and platform sector and design policy measures that can invigorate efforts from different
stakeholders to promote growth along with decent work opportunities in this sector.
This report, a remarkable initiative of NITI Aayog, has come at a critical time. This report prepared
by a research group of experts in the sector, steered by NITI Aayog, presents estimates on the
size of the gig-platform workforce and its employment potential and delineates strategies for
job creation, skill development and social security in the sector to come-up with a set of forward-
looking recommendations for different stakeholders.
I congratulate Dr. K. Rajeswara Rao, Special Secretary, NITI Aayog, for steering this initiative
and Mr. Kundan Kumar, Adviser, NITI Aayog and Mr. Rajesh Gupta, Director, NITI Aayog for
the necessary coordination. I appreciate the excellent work and contribution of the research
team comprising Dr. Sakshi Khurana from NITI Aayog, Dr. S.K. Sasikumar, former Senior Fellow
at V.V. Giri National Labour Institute, Dr. Vinoj Abraham, Centre for Development Studies,
Dr.Balakrushna Padhi, BITS-Pilani, and contributors Ms Aishwarya Raman, Ms Chhavi Banswal
and Ms Sreelakshmi Ramachandran.
I request the concerned Ministries, State Governments, skill training providers and platforms to
review this report and build upon its recommendations to promote employment opportunities,
skill training and social security initiatives for workers in this sector. Only with coherent, consistent
and coordinated efforts can we all truly leverage the potential that the gig and platform sector
offers for growth and employment opportunities.
Amitabh Kant
CEO, NITI Aayog
MESSAGE FROM
CHIEF EXECUTIVE OFFICER
Message from Chief Executive Officer
| vii
The gig and platform economy is a relatively new and emerging sector with immense potential
for growth and employment generation. The Economic Survey 2020-21 has noted that India has
already emerged as one of the world’s largest countries for flexi-staffing (i.e., gig and platform
work), and that this form of work will likely continue to grow with the increase in e-commerce
platforms.
This study ‘India’s Booming Gig and Platform Economy: Perspectives and Recommendations
on Future of Work’ has been undertaken with the objective to understand the significance of
this sector to the economy, to employment generation and suggest measures to encourage
employment in the sector, along with initiatives for social security.
Several rounds of discussion were held and this report is the culmination of efforts of the
research team comprising Dr. Sakshi Khurana from NITI Aayog, Dr. S.K. Sasikumar, former Senior
Fellow at V.V. Giri National Labour Institute, Dr. Vinoj Abraham, Centre for Development Studies,
Dr.Balakrushna Padhi, BITS-Pilani, and contributors Ms Aishwarya Raman, Ms Chhavi Banswal
and Ms Sreelakshmi Ramachandran.
The study highlights the significance of this sector through estimating the size of the workforce
and future requirements based on demand for different skill levels of workers. The study
highlights the employment generation potential of the gig and platform economy as jobs in
this sector have low-entry barriers and cater to the needs and aspirations of workers with varying
degrees of skill sets, including women, youth and Persons with Disabilities (PwDs).
The study documents and analyses best practices and initiatives for social security undertaken
by different platforms and different countries. On the basis of the estimates undertaken and
a review of literature and best practices, recommendations are made for future estimates of
workforce in the sector, policies for promoting business and employment generation in the
sector, enhancing the inclusiveness of jobs in the sector, particularly for women and PwDs,
preparing the workforce for employment in the sector through platform-led skill development
and recommendations for social security initiatives that can be introduced by platforms for
workers.
I hope that this report will serve as a crucial resource for Ministries, State Governments, Training
Providers, Platforms and other stakeholders to work in collaboration for promoting growth and
employment opportunities in this sector.
Dr K. Rajeswara Rao
Special Secretary, NITI Aayog
MESSAGE FROM
SPECIAL SECRETARY
Message from Special Secretary
| ix
The advent of technology has transformed the world of work with new and flexible types of jobs,
business models and working arrangements. The gig and platform economy is at the heart of
this transformation, having disrupted a range of sectors from ride-hailing transport services to
professional beauty and home services. Given the rapid growth and growing significance of the
platform economy, it becomes imperative to undertake a systematic quantitative assessment
of the current size and job generation potential and suggest policy measures for boosting
employment opportunities in this sector.
The key objectives of this study areestimating the size of the workforce engagedin the gig and
platform economy, highlighting both the opportunities and the challenges of this emerging
sector, presentingglobal best practices on initiatives for social security and outlining strategies
for skill development and job creation for differentcategoriesof workers in the sector through
a set of comprehensive recommendations.
Several rounds of discussion were held with the research team comprising Dr. Sakshi Khurana
from NITI Aayog, Dr. S.K. Sasikumar, former Senior Fellow at V.V. Giri National Labour Institute,
Dr. Vinoj Abraham, Centre for Development Studies, Dr. Balakrushna Padhi, BITS-Pilani, and
contributors Ms. Aishwarya Raman, Ms. Chhavi Banswal and Ms. Sreelakshmi Ramachandran.
The research study has been an outcome of these very enriching discussions and efforts
undertaken by the research group towards estimations in the sector, systematic review of
literature for presenting best practices and global insights and recommendations for enhancing
employment and social security in the sector.
I am confident that this report will serve as a crucial resource for Ministries, State Governments,
Skill Training Providers, Platform companies and other stakeholders towards concerted efforts
for promoting growth and employment opportunities in this sector.
Kundan Kumar
Adviser, NITI Aayog
MESSAGE FROM
ADVISER
Message from Adviser
| xi
TABLE OF CONTENTS
Message from Vice Chairman v
Message from Chief Executive Officer vii
Message from Special Secretary ix
Message from Adviser xi
Executive Summary xvi
Chapter 1: Introduction 2
1.1. Purpose of the Study 5
1.2. Overview of the Study 6
Chapter 2: The Gig Workforce in India: Estimates and Projections 10
2.1. Sizing up the Gig Economy: Current Approaches and Estimates 10
2.2 Estimating the Gig Work force: Methodology 12
2.3. Employment, GDP, and Employment Growth in India 18
2.4. Estimate of Gig Workers 19
2.5. Projections for Gig Work in India 24
2.6. Summary on Gig Worker Size Estimation 25
2.7. Recommendations for Estimation 26
Chapter 3: Technology Diffusion and Democratisation of Jobs 28
3.1. Contours of the Platform Economy 29
3.2. Livelihood Creation through Platform Work 29
3.3. Evolution of Platform Jobs 31
3.4. Challenges for Workers in the Gig & Platform Sector 34
3.5. Expanding Platform Efficiency Across the Economy 37
3.6. Policy Recommendations 40
Table of Contents
| xiii
xiv |
Table of Contents
Chapter 4: Creating a Future-Ready Labour Force 48
4.1. The Present Training Ecosystem and Recent Policy Initiatives 49
4.2. The Need and Opportunity for Skill Development in the Platform Economy 50
4.3. Platform-led Skilling as a Growth Model 51
4.4. Policy Recommendations 52
Chapter 5: Enhancing Social Inclusion in the New-age Digital Economy 56
5.1. Structural Barriers to Social Inclusion : Challenges faced by Women 57
5.2. Structural Barriers to Social Inclusion: Challenges faced by PwDs 60
5.3. Opportunities for Greater Social Inclusion in Platform Work 61
5.4. Growing Evidence of Women’s Participation in the Platform Economy 62
5.5. Breaking Barriers, Creating Opportunities 65
5.6. Policy Recommendations 67
Chapter 6: Global Examples and Suggestions for Social Security for
Gig & Platform Workers in India 72
6.1. Understanding Social Security through Worker Classifications 73
6.2. Evidence of Social Protection for Platform Workers during Covid-19 73
6.3. Contemporary Challenges to Regulatory Framework for Gig and Platform
Workers: A Global Abstract 78
6.4. Best Practices 86
6.5. Policy Recommendations 90
Chapter 7: The Future of the Platform Economy – A Research Agenda 94
7.1. The Survey of Small Platforms 94
7.2. Women-run Platforms 95
7.3. Are Platforms Formalising or Informalising the Economy? 95
7.4. Contribution of the Platform Economy to India’s GDP 96
Chapter 8: References 98
Chapter 9: Endnotes 122
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Executive
Summary
The rapidly burgeoning gig workforce is
ushering in a new economic revolution
globally. India – with its demographic dividend
of half-a-billion labour force and the world’s
youngest population, rapid urbanisation,
widespread adoption of smartphones and
associated technology – is the new frontier of
this revolution. The gig economy has proven
its resilience and potential even in the wake
of the Covid-19 pandemic, by continuing
to unlock jobs in the millions and keeping
communities connected. Gig economy –
transforming the way we move, work, and
live – not just impacts how we do business
but also affects our GDP.
In this backdrop, this first-of-its-kind report
presents comprehensive perspectives and
recommendations on the gig-platform
economy in India, engaging gig-platform
workers in the millions. Gig workers – those
engaged in livelihoods outside the traditional
employer-employee arrangement – can be
broadly classified into platform and non-
platform-based workers. Platform workers
are those whose work is based on online
software apps or digital platforms. While,
non-platform gig workers are generally casual
wage workers and own-account workers in
the conventional sectors, working part-time
or full time. Delving deeper into the variance
xvi |
Executive Summary
Executive Summary
| xvii
between gig and conventional workers, this
study uses the characteristics such as location
(in urban areas), age group (18-45 years),
education levels (ranging between secondary
school and graduation), income level (workers
whose household consumption expenditure
is below the 75
th
percentile of monthly per
capita consumption expenditure), ownership
of mobile phones and access to a bank
account for estimating gig and platform
workers.
The purpose of this study is to view gig
work, with a focus on its subset – platform
work, through economic as well as worker
perspectives. In economic terms, the job
creating potential of the gig economy,
estimating its size and identifying its demand
across various industries are some of the
aspects that have been studied. The worker
perspective focuses on both the opportunities
and challenges for workers in the sector,
skilling the workers to enhance employment
opportunities for them in the sector, the
potential of platform work in accelerating
job creation for women and Persons with
Disabilities (PwDs) and initiatives for providing
social protection to all workers in this sector.
ECONOMIC PERSPECTIVE:
ESTIMATES AND PROJECTIONS
A special emphasis has been placed on
estimating the gig workforce in India,
which has otherwise been confounded by
methodological issues in identifying gig
workers. Often taking up multiple tasks with
contracts on-a-task-basis makes counting
workers complex. Moreover, there are severe
data gaps when it comes to estimating the
size of the gig economy. Therefore, with the
limited data that is available on employment
and other related aspects, this study sets out
to estimate the size of the gig workforce in
India by building on assumptions derived
from micro and macro studies in the
country. It must, however, be noted that the
estimation is only indicative and may not
represent the true size of the gig workforce.
Notwithstanding these limitations, the key
estimations and projections of this study are
summarised below.
1. The gig economy engages millions of
gig workers.
a. It is estimated that there were 68
lakh (6.8 million) gig workers in
2019-20, using both principal and
subsidiary status, forming 2.4% of
the non-farm workforce or 1.3% of
the total workers in India.
b. It is estimated that in 2020-21, 77
lakh (7.7 million) workers were
engaged in the gig economy.
They constituted 2.6% of the non-
agricultural workforce or 1.5% of the
total workforce in India.
c. The gig workforce is expected to
expand to 2.35 crore (23.5 million)
workers by 2029-30. The gig workers
are expected to form 6.7% of the
non-agricultural workforce or 4.1%
of the total livelihood in India by
2029-30.
2. There is a growing demand for gig
work.
a. The employment elasticity to GDP
growth for gig workers was above
one throughout the period 2011-12 to
2019-20, and was always above the
overall employment elasticity.
b. The higher employment elasticity
for gig workers indicates the nature
of economic growth, which created
greater demand for gig workers
while not generating commensurate
demand for non-gig workers.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
xviii |
Executive Summary
c. This also points towards greater
conversion of non-gig work to that
of gig work.
3. Gig work is expanding in all sectors.
a. In terms of industrial classification,
about 26.6 lakh (2.7 million) gig
workers were involved in retail trade
and sales, and about 13 lakh (1.3
million) were in the transportation
sector.
b. About 6.2 lakhs (0.6 million) were
in manufacturing and another 6.3
lakhs (0.6 million) in the finance and
insurance activities.
c. The retail sector saw an increase of
15 lakh (1.5 million) workers during
2011-12 to 2019-20, transport sector
7.8 lakhs (0.8 million), manufacturing
— 3.9 lakhs (0.4 million).
d. In the education sector, the
expansion was from 66,000 to more
than one lakh (100,000) by 2019-20.
4. Gig work may accentuate skill
polarisation
a. At present about 47% of the gig work
is in medium skilled jobs, about 22%
in high skilled, and about 31% in low
skilled jobs.
b. Trend shows the concentration of
workers in medium skills is gradually
declining and that of the low skilled
and high skilled is increasing.
c. It may be expected that while the
domination of medium skills would
continue till 2030, gig work with
other skills will emerge.
Gig work is bound to expand due to the
technological possibilities in numerous
production spaces. At the same time, it
also provides the opportunity for workers to
transcend the limitations of work-time and
work-space. Given this potential of gig work,
the future would see a growing prominence
of such work. However, there exists no official
data that can authoritatively estimate the
extent of gig work in India, thereby rendering
the gig workforce invisible. This calls for the
following recommendations for future
estimations.
Recommendations for Future
Estimations
1. Undertake a separate enumeration
exercise to estimate the size of
the gig economy, and identify the
characteristic features of gig workers.
2. During official enumerations (PLFS,
NSS or otherwise), collect information
to identify gig workers. This could
include questions on the nature of
contract between worker and job
creator, use of technology in work, etc.
WORKER PERSPECTIVE:
FINDINGS AND
RECOMMENDATIONS
Gig and specifically platform workers exhibit
characteristics beyond the formal-informal
dichotomy. While gig work is a larger concept
with many undefined aspects, platform work
within it is more substantial. Therefore, the
worker perspective of this study aims to shed
light on who is a platform worker and how
a platform worker can be protected, while
encouraging employment opportunities in
the platform sector.
In a platform economy, any individual armed
with an internet-enabled smartphone and
tangible or intangible assets can monetise
these assets at will, to become a platform
worker. Thus, beyond its potential to provide a
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Executive Summary
| xix
wide spectrum of services to consumers, the
platform economy can also offer livelihood
opportunities to different sections of workers,
including women, migrants, Persons with
Disabilities (PwDs), and the youth. The
worker perspective heavily draws from case
studies and secondary literature review for
a comparative analysis of platform workers
and their counterparts, paving the way for
recommendations. The study presents a
systematic analysis of both the opportunities
as well as challenges for workers in the
platform sector. Some of the key findings and
recommendations have been detailed below.
1.  Technology Diffusion and Evolv-
ing Future of Work
a. Delineation of Jobs
The huge difference between
platform-mediated jobs and those
in the wider unorganised economy
entails the definition of the job itself.
b. Democratisation of Jobs
i. The gig and platform sector has
low-entry barriers and hence
holds enormous potential for
job creation in India.
ii. The gig and platform
sector offers better income
opportunities to those previously
engaged in similar non-
platform jobs. It can thus work
as a catalyst for occupational
mobility.
c. Geographical Availability
Around 300 cities of varying sizes
in India are serviced by various
platforms operating across sectors
like ride-hailing, home-based
services, food/ grocery/ medicine
delivery, logistics fulfilment and
e-commerce, covering the broad
ambit of urban services, and making
mobility of workers and clients across
markets hassle-free.
d. Reliability of Work
i. The technological intervention
in this space has contributed to
the uptick in demand, and hence
the earnings opportunities
associated with it.
ii. This is predicated on the
unprecedented level of skill
matching and tech-based
job allocation fulfilled in real-
time by platforms, thereby
eliminating the inefficiencies in
these sectors.
e. Challenges for Workers in the
Sector
i. Access to internet services and
digital technology can be a
restrictive factor for workers
willing to take up jobs in the gig
and platform sector.
ii. Lack of job security, irregularity
of wages, and uncertain
employment status for workers
are significant challenges
noted by studies in the gig and
platform sector. The uncertainty
associated with regularity in the
available work and income may
lead to increased stress and
pressure for workers.
iii. The contractual relationship
between the platform owner
and worker is characterised as
other than one of employment.
Platform workers are termed as
independent contractors”. As a
result, platform workers cannot
access many of the workplace
protections and entitlements.
iv. Studies have also reported
that workers engaged in
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
xx |
Executive Summary
remunerative activities with
digital platforms may face
stress due to pressures resulting
from algorithmic management
practices and performance
evaluation on the basis of
ratings.
Thus, growth of business in labour platforms
needs to be balanced with decent working
conditions and well-being of workers.
With technological diffusion changing the
future of work, greater efforts are needed to
facilitate innovation while creating jobs and
protecting workers. Therefore, the following
recommendations have been made.
a. Catalyse Platformization
i. A Platform India initiative, built
on the pillars of Accelerating
Platformization by Simplification
and Handholding, Funding
Support and Incentives, Skill
Development, and Social
Financial Inclusion, like the
immensely successful Startup
India initiative, may be
introduced.
ii. Ferrying of passengers for
hire may be permitted in all
categories ranging from two-
wheelers (in the form of bike
taxis or bike-pool) and three-
wheelers (rickshaws, auto-
rickshaws), to four-wheelers
(taxi-cabs and carpool), and
10-12-seater vehicles (mini-
buses).
iii. Self-employed individuals
engaged in the business of
selling regional and rural cuisine,
street food, etc. may be linked to
platforms so that they could sell
their produce to wider markets
in towns and cities.
iv. The government may remove
entry barriers and create a level-
playing field while retaining key
aspects of mobility platforms
– the ability of drivers to have
flexible working conditions and
be an entrepreneur in their own
right. For instance, the Central
Government (Ministry of Road
Transport and Highways –
MoRTH) has done away with
the requirement of commercial
licences to drive commercial
vehicles. The state governments
may consider implementing
the no-commercial license rule
uniformly across the country.
b. Accelerate Financial Inclusion
i. Access to institutional credit
may be enhanced to bolster
the Government’s existing
efforts to promote financial
inclusion through financial
products specifically designed
for platform workers and those
interested to set-up their own
platforms. Venture capital
funding, grants and loans
from banks and other funding
agencies should be provided to
platform businesses of all sizes
at the pre-revenue and early-
revenue stages.
ii. FinTech and platform businesses
may be leveraged to provide
cash flow-based loans to workers
as against collateral-based loans,
thereby catering to the needs of
those new to credit.
iii. Unsecured loans to first-time
borrowers participating in the
platform economy may be
classified as Priority Sector
Lending.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Executive Summary
| xxi
iv. Special emphasis may be
placed on access to formal
credit for women and Persons
with Disabilities (PwDs).
v. Likewise, special emphasis
should be offered to platform
businesses started in small cities,
towns, and villages in India.
2.  Skill Development for Platform
Jobs
a. Skill development of youth and the
workforce remains an important
priority for India to make them
employable.
b. Often, the platform companies
which provide earning opportunities
for those associated with them take
considerable steps in skilling these
workers as well. This is to assure
uniform standards in quality of
service, while also achieving up-
skilling of workers in an otherwise
highly unorganised labour economy.
Therefore, pursuing ends- or outcome-
based, platform-led models of skilling and
job creation have gathered attention from
industry associations and have proven
to be successful. This study makes the
following recommendations to bolster
skill development initiatives to enhance
employment opportunities for workers in the
gig and platform sector.
a. Outcome-based Skilling
i. It is important to strengthen
industry-linkages and enable
candidates undergoing skill
training to receive on-the-job
training.
Examples of such outcome-
based skilling are seen in
the National Apprenticeship
Training Scheme of the Ministry
of Education, and the National
Apprenticeship Promotion
Scheme and Dual System
of Training initiative of the
Ministry of Skill Development
and Entrepreneurship. These
initiatives combine theoretical
training with practical training
from industry partners,
thereby strengthening industry
linkages and providing hands-
on experience to students on
industries’ latest technologies
and techniques.
b. Platform-led Transformational
Skilling
i. Platforms can enable the
upskilling and diversification
of platform workforce in a
newly structured and industry-
tested manner. Platforms can
collaborate with the Ministry
of Skill Development and
Entrepreneurship, and the
National Skill Development
Corporation (NSDC) to nurture
skilled workers and micro-
entrepreneurship.
ii. Transformational upskilling
creates avenues of horizontal
and vertical mobility for workers
empowering them to augment
their earnings.
c. Transferability of Skills
i. Platforms can enable the
creation of potential “Skill
Certificates” or “Skill Passports”
for workers that platform
businesses can provide.
ii. This can be envisaged as a “Skill
Badge” in the platform worker’s
online profile.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
xxii |
Executive Summary
d. Platform-skilling Models with
Government Schemes
i. The potential and impact of
platform-led skilling may be
included in India’s National
Skill Development Policy, and
incorporated in the formulation
of all roadmaps and strategies
for skill development.
ii. This would set the right stage
for nationwide ends-based skill
development while also catering
to a growing young population
which is mobile-first.
e. Integration/Linkage of Employ-
ment and Skill Development
portals: By integrating the Skill
Development and Employment/
Social Security portals such as
E-Shram and National Career
Services portals of the Ministry of
Labour and Employment, Udy-
am portal of the Ministry of Micro,
Small & Medium Enterprises and
the ASEEM portal of Ministry of Skill
Development & Entrepreneurship, a
one-stop solution could be afforded
for a large number of workers India.
3.  Enhancing Social Inclusion in
the New-age Digital Economy
a. The female labour force participation
in India has remained low, oscillating
between 16% to 23% in the last few
years.
b. Meanwhile, Persons with Disability
(PwDs), who make up for 2.11 to 10%
of India’s population, have a labour
force participation rate of 36%.
c. The structural barriers for both
demographic groups range from
access to education, lack of skilling
and a direct correlation between
gender or disability and incidence
of poverty.
d. There is an emerging positive trend
that suggests women are more
likely to take up platform jobs after
their education and marriage.
e. Platforms businesses are actively
working towards value creation
in terms of skilling, digital literacy,
financial literacy and inculcating
entrepreneurial spirit.
Platforms offer flexibility and choice of labour
to all workers in general and women and
PwDs in particular, empowering them to
monetise their idle assets when and where
they want. This benefit is missing in traditional
employment sectors. Platforms are thus
attractive avenues of livelihood opportunities
for women and PwDs.
The platform economy relies on innovation
to provide access to skill development, social
security, access to finance and job creation,
which are the key pillars of inclusive growth.
In order to strengthen the inclusiveness
platform jobs have to offer, this study makes
the following recommendations:
a. Recommendations for the Industry
i. Gender Sensitisation & Acces-
sibility Awareness Programmes
for workers and their families
1. Platform businesses can
undertake partnerships
with civil society organi-
sations (CSOs) and non-
governmental organisa-
tions (NGOs) to promote
legal/ economic/ social
rights of women and es-
pecially from marginal and
vulnerable backgrounds,
thereby increasing their po-
tential to take up non-tradi-
tional livelihoods.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Executive Summary
| xxiii
ii. Inclusive Communication, Sys-
tems, and Processes
1. Platform businesses can
implement communi-
cation plans which are
gender- and accessibility-
inclusive. For instance, they
can ensure there is a higher
share of women and PwD
managers and supervisors
in the organisation. They
can ensure communication
to workers does not
perpetuate gender and
disability stereotypes. They
can have 24 X 7 helplines,
etc.
iii. Skill development and asset
ownership
1. Partnerships with Govern-
ments, CSOs & Allied
Businesses to reskill and
upskill women and PwDs
while also facilitating their
access to assets
iv. Better Infrastructure and Work
Design to create enabling
environment for women and
PwD workers.
v. Institutionalise Accessibility,
Diversity and Inclusion at the
workplace with initiatives such
as Gender-based and Disability-
based onboarding targets and
incentives.
vi. Facilitate access to social security
benefits for women and Persons
with Disabilities (PwDs).
b. Recommendations for the
Government, Civil society, Allied
businesses, and Nonprofits
i. Ensure universal coverage of
platform workers through the
Code on Social Security
ii. Bridge skill gaps by carrying
out periodic assessments
and partnering with platform
businesses for onboarding
skilled women and PwDs
iii. Reach out to unbanked and
underbanked women and
PwDs through FinTech services
iv. Organise gender sensitisation
and accessibility awareness
programmes for all public-
facing personnel from traffic
cops and law-and-order police
to toll booth operators, et. al.
v. Incentivise inclusive businesses
– women led-platforms or plat-
forms that encourage recruit-
ment of women employees and
those with disabilities.
vi. Make aggregate data publicly
available to enable robust deci-
sion-making by the ecosystem.
4.  Global Examples and Sugges-
tions for Social Security for Gig
& Platform Workers in India
This study report sheds light on the various
social protection approaches taken around
the world for gig and platform workers
and how they can pave the way for social
protection measures for gig and platform
workers in India.
i. Paid Sick Leave, Health Access
and Insurance: On the lines of
measures introduced to mitigate
the challenges posed by the Covid-19
pandemic by platforms such as
Ola, Uber, Urban Company, Swiggy,
Zomato, measures for paid sick
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
xxiv |
Executive Summary
leave, health access and insurance
may be adopted by platforms as
a part of their workplace or work-
engagement policies for all the
workers they engage, round the year.
This will have positive implications
for offering a social security cover to
platform workers engaged by these
firms.
ii. Occupational Disease and
Work Accident Insurance: On
the lines of Indonesia’s initiatives
in offering accident and other
insurance to workers through digital
mechanisms, ride-hailing, delivery
and e-commerce platforms may
adopt such a model for providing
accident insurance to all delivery
and driver partners, and other
platform workers across India. These
may be offered in collaboration with
the private sector or government, as
envisaged under the Code on Social
Security, 2020.
iii. Retirement/Pension Plans and
Other Contingency Benefits: As
illustrated in the case of measures
introduced in the U.K. in the study,
gig and platform firms need to adopt
policies that offer old age/retirement
plans and benefits and other
insurance cover for contingencies
such as injury arising from work
that may lead to loss of employment
and income. Such plans and policies
may be uniquely designed by a
firm, in partnership with insurance
companies, or could be designed
and offered in collaboration with the
government, as envisaged under the
Code on Social Security, 2020.
iv. Support to Workers in a Situation
of Irregularity of Work: As illustrated
in the study through the examples
of initiatives undertaken in the U.S.
and U.K., gig and platform firms
may consider providing income
support to workers. This will be a
critical step in providing assured
minimum earnings and social
security from income loss in the
wake of uncertainty or irregularity
in work.
v. Supporting Small Businesses &
Entrepreneurs associated with
Platforms: As a part of initiatives
introduced to mitigate the
challenges posed by the Covid-19
pandemic, there have been examples
of certain platforms extending
interest-free business advances and
delayed payback periods to protect
the gig workers, self-employed and
small businesses engaged with
them. Following such examples,
small businesses and entrepreneurs
can be encouraged to have linkages
with platforms to expand outreach
for their products and services.
vi. Contingency Cover out of a Corpus
Fund: As illustrated in the study a
mobility platform, in order to support
auto-rickshaw, cab, kaali-peeli and
taxi drivers to mitigate the effects
of the Covid-19 lockdown on their
income, created a corpus of INR 20
Cr, called the “Drive the Driver Fund”.
Measures such as offering a social
security cover out of a corpus fund
can help support gig and platform
workers and other self-employed
individuals associated with the
sector in case of contingencies.
RAISE Framework for operationalising
the Code on Social Security (CoSS), 2020
As Central and State governments draw
up rules and regulations under CoSS 2020,
they could adopt the five-pronged RAISE
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Executive Summary
| xxv
approach to ensure realisation of full access to
social security for all gig and platform workers:
i. Recognise the varied nature of
platform work to design equitable
schemes.
ii. Allow augmentation of social security
through innovative financing
mechanisms.
iii. Incorporate, while designing
schemes, the specific interests of
platforms, factoring the impact on
job creation, platform businesses
and workers.
iv. Support workers to subscribe to
government schemes and welfare
programmes through widespread
awareness campaigns.
v. Ensure benefits are readily accessible
to workers.
5.  The Future of Platform Economy:
A Research Agenda
Being in its nascent stage, the platform
economy in India is yet to be studied
comprehensively. Not only are there severe
data gaps when it comes to enumerating
gig and platform workers, there is much to be
explored on the regulatory front as well. The
exercise of policy design and implementation
must keep its specific subjects and well-
defined purpose, in order to be effective.
Therefore, this study concludes by formulating
a research agenda that lists out some of the
key aspects of the platform economy that
need to be studied:
i. Survey of Small Platforms
At present, the regulatory debate
around platform businesses takes
a blanket approach of treating all
businesses the same. However,
the functioning and issues of
small platform businesses are not
the same as those of their bigger
counterparts. Applying uniform
regulations and policy interventions
without accounting for how their
impact may vary according to the
size of a platform, would prove to be
detrimental to the growth of smaller
businesses.
ii. Women-run Platforms
Greater data is needed to understand
the difficulties faced by women-run
platforms. Extensive research into
this domain would help design
incentives to promote their growth
and help them scale up.
iii. Are Platforms leading to
Formalization of Employment?
Even as various studies have
recognised the employment
generation potential of platforms, it
may be of interest to explore if the
use of technology and other new
mechanisms in platforms is leading
to formalization of employment.
iv. Contribution of the Platform
Economy to India’s GDP
This report presents an indirect
approach to estimate the growth
in the size of the gig-platform
economy and its contribution to
India’s economic output. Alternative
approaches grounded in actual
data of the number of workers
wearing the platform labour hat
are necessary. Furthermore, using
these estimates, platform economy’s
contribution to India’s GDP must be
determined. This exercise may also
enable India to unpack the pace at
which platformization is occurring
across industries and what enablers
and barriers might be causing the
same.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Introduction
1
The rise of the gig economy in India is
changing the face of its workforce. The current
estimation for gig economy jobs in India is at
8 to 18 million, which is projected to increase
to over 90 million jobs in the non-farm sector
in the next eight to ten years (Tiwari, Ram
& Roy, 2019; BCG and Michael & Susan Dell
Foundation, 2021). Therefore, by next decade
the gig economy in India can see USD 250
billion transactions at 1.25% of the country’s
Gross Domestic Product.
For India, four industry sectors can be
identified as the ones with the highest
potential to produce “gigable” jobs in the future
— Construction, Manufacturing, Retail, and
Transportation and Logistics. These sectors
are together expected to accommodate over
70 million of the potentially “gigable” jobs in
the future (BCG and Michael & Susan Dell
Foundation, 2021). However, the gig economy
is fast-expanding and its presence can be
noticed in other industries such as textile,
banking and financial services, electricity, gas
and water; real estate, IT and ITES, education,
personal services (IBEF, 2021). Currently more
than 75% of the companies have less than
10% gig headcount, but this proportion is
bound to rise with MNCs turning to flexible
hiring options (ibid).
2 |
Introduction
Introduction
| 3
Shifting the focus to platform economy, a
subset of the gig economy, in the next three
to four years, about 24 million jobs could be
converted to technology-based gig labour (i.e.
platform work), with about three million jobs
in shared services and another eight million
jobs servicing household demand (BCG
and Michael & Susan Dell Foundation, 2021).
Further, the study by Fairwork India (Fairwork
India, 2020) estimates that eleven platforms
in India report about 30 lakh workers in 2020
1
.
Therefore, the increasing prominence of gig
and platform workers must be acknowledged,
if India is to leverage the full potential of this
new-age workforce.
A gig worker is a person who engages
in income-earning activities outside of a
traditional employer-employee relationship,
as well as in the informal sector (Ministry of
Labour and Employment, 2020a). When gig
workers use platforms – i.e., websites or apps
like Ola, Uber, Dunzo, Zomato, Swiggy or
Urban Company – to connect with customers,
they are called platform workers (OECD, 2019).
Platform workers are one of the most visible
groups of professionals in urban India today.
Through the app, they could receive a work
order which might involve ferrying passengers
around in taxi-cabs, auto-rickshaws, bike-taxis
and their electric vehicle variants, deliver
food and groceries, or provide cleaning or
wellness services at home. Even as this form
of labour, i.e. platform work, gains currency
in today’s socio-political landscape, it did not
start in the 2020s. Nor is it restricted to the
aforementioned jobs or a country like India
alone.
The gig economy in itself is expansive
and undefined and can include a variety
of workers outside of a traditional worker
definition. However, platform economy is more
concretised as it specifically focuses on the
1 See page 30, Fairwork India Report 2020, for
estimates of each of the eleven platforms.
use of online platforms, making each worker’s
role clearly defined. For instance, it is not
uncommon in India to have an independent
worker, like the chauffeur for a family, take up
other roles, such as butler, errand runner or
daytime watchman. Such roles are dissociated
and demarcated to provide a specific service
in the platform economy (Ramachandran &
Raman, 2021).
Even though independent work is not a new
phenomena, its digital enablement through
platformization is. Globally, the number of
web-based platforms have tripled, and the
number of taxi and delivery platforms has
grown nearly tenfold (ILO, 2021). The number
of digital platforms increased from 142 in
2010 to 777 in 2020, generating a revenue of
at least USD 52 billion in 2019 alone. These
digital platforms of labour are primarily
concentrated in the US (29%), India (8%), and
the UK and Northern Ireland (5%) (ibid). Tasks,
such as design, data entry, analytics, and
financial services, among others, can now be
outsourced by businesses through these web-
based platforms. Platforms are thus emerging
as the new defining peak of a globalised world,
where the needs of a business in the global
North can be addressed by a worker in the
global South. The diverse nature of platforms
enables them to parallely offer hyperlocal jobs
centred on driving and delivery. Such location-
based platforms also provide a plethora of
day-to-day professional home services, such
as electrical work, cleaning, and beauty or
wellness-based services, among others.
Thus, the future of work is rapidly changing
in the face of three common forces –
technological advancement, climate change
and demography. Of the three, the most
pervasive has been technology. A panel of 20
technology businesses and academic experts
from around the globe have estimated that
85% of the jobs that will exist in 2030 have
not even been invented yet (Dell & IFTF, 2018).
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
4 |
Introduction
The diffusion of technology can be witnessed
in the BRICS countries (Brazil, Russia, India,
China and South Africa) that have experienced
momentous growth in internet connections
and use of internet-enabled devices (ILO,
2020). In India alone, the number of active
internet users is expected to increase by 45%,
from 622 million in 2020 to 900 million in
2025 (IAMAI-Kantar, 2020).
The world is only beginning to capture the
immense opportunities digitalisation offers,
and the Covid-19 pandemic has accelerated
this process. In India, the total digital
transaction volume had increased to INR 4,371
crore from 3,412 crore in 2019-20. At the same
time, the value of digital transactions made
through the Unified Payment Interface (UPI)
system alone doubled from INR 21,31,730 crore
in 2019-2020 to INR 41,03,658 crores in 2020-
2021 (RBI, 2021). This increased preference for
digital modes of payments was a result of
the strict containment measures, including
lockdowns and restrictions on non-essential
economic and social activities throughout
2020. Moreover, digital technologies, thus,
emerged as the essential tool that ensured
service continuity. Platform workers emerged
as the lifeline keeping communities connected
in 2020. They ferried essential personnel
to hospitals, delivered food, groceries, and
medicines to all in general, and the elderly
and vulnerable communities, in particular
(The Economic Times, 2020).
This study impresses upon the need to
leverage these benefits of digitalisation to
boost employment in the gig and platform
sector.
Undoubtedly, platform labour is the result
of the Fourth Industrial Revolution (4IR). 4IR
which started in the late 2000s – early 2010s
is growing exponentially, disrupting every
industry in every country, and heralding the
transformation of entire systems of production,
management, and governance. Technologies
and emerging technological breakthroughs
of the 4IR such as smartphones, Internet
of Things (IoT), artificial intelligence, etc. are
blurring the lines between the physical,
digital, and biological spheres (Schwab, 2016),
all the while making our jobs and lives safe
and convenient.
As most platform businesses rely on mobile-
based apps, accessed on affordable mobile
devices and low-cost data plans, they have
thrived in India, with a much needed impetus
provided by the Government’s Digital India
2
campaign that aims to build a digitally
empowered society and knowledge economy.
The accretion in the number of active internet
users in India will further enable existing
platforms to scale, and new ones to emerge.
Moreover, India has already emerged as one
of the world’s largest countries for flexi-staffing
(i.e., gig and platform work) (The Economic
Survey 2020-21), and that this form of work
will likely continue to grow with the incursion
of e-commerce platforms amid the Covid-19
pandemic.
Indeed, the ubiquity of smartphones and
availability of affordable data are transforming
how we work, move, and live. As the
digital permeates all aspects of our lives,
digitalisation of work is inevitable. Invariably,
central to this metamorphosis is talent or
labour, representing the most critical factor
of production in the 21
st
century. Even as
consumer needs and aspirations evolve, and
business models change, how well a nation’s
labour force adjusts to the transitions, and
powers this transformation is important for any
economy. This is particularly relevant for India
which is home to over half a billion individuals
in the working-age. Thus, the manner in which
2 Digital India is a flagship programme of the
Government of India with a vision to transform India
into a digitally powered society and knowledge
economy (Ministry of Electronics and Information
Technology, 2015).
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Introduction
| 5
India leverages the technologies of the 4IR
to unlock meaningful jobs for its population
while enhancing its global competitiveness is
a public policy issue of urgent significance.
1.1. PURPOSE OF THE STUDY
Situated in this backdrop is this comprehensive
study of the platform economy in India. Being
a new-age phenomena, there are a number
of aspects of platform work that remain
unexplored, and this study is an attempt
to plug these knowledge gaps through a
structure of four key pillars:
1. Data on Platform Economy
a. There is a need for evidence-based
analysis around gig and platform
work to recommend policy measures
to leverage gig and platform
economy to unlock jobs, protect
livelihoods, and enhance social and
financial inclusion.
b. This study estimates the size of the
gig and platform economy, while
also highlighting their relevance for
India.
2. Job creation for the marginalised
a. Platform work due to the flexibility
of work hours and work space that it
offers, can offer greater employment
avenues to different categories of
workers such as women and Persons
with Disabilities (PwDs) as well.
b. This study presents suggestions for
promoting social inclusion in the
platform economy, which can be
leveraged to improve the labour
force participation of marginalised
and vulnerable groups, especially
through skilling.
3. Global comparisons and lessons
a. Through a comprehensive
comparative analysis, this study
examines the characteristics of
platform labour and regulations
related to it globally.
b. The study documents best practices
and initiatives for social security of
platform workers undertaken by
some countries.
4. Recommendations for policy measures
to leverage the opportunities offered
by the platform economy
a. Through a concretised set of
recommendations, this study calls
for a multi-stakeholder approach
to leverage the gig and platform
economy to unlock jobs, protect
livelihoods, and enhance social and
financial inclusion in India.
b. The study presents recommenda-
tions for estimating employment
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
6 |
Introduction
included in the analysis. Lastly, 15 industries
with the largest concentration of gig work or
having the potential to have a growth of gig
work are considered in the estimation of the
size of gig workforce in India.
The chapter concludes with recommen-
dations on improving the process of enu-
meration in India with specific inputs on
strengthening labour force surveys and data
collection in the country.
Chapter 3: Technology Diffusion
and Democratisation of Jobs
This chapter unpacks the concepts of
platformization and the platform economy in
detail. It further looks at a host of frequently
asked questions on the platform economy:
What is the impact of digitalisation of jobs in
India? Who is a platform worker? What are
the characteristics of a platform worker and
how are they different, if any, from a non-
platform worker? How does the platform
economy interact with the traditional
formal-informal economy? How large is the
platform economy? What is the potential of
the platform economy in India; what is the
quantum of livelihoods it can unlock in the
years to come?
To answer said questions, we use data
from a first-of-its-kind survey involving
3,300 platform workers and 1,700 non-
platform workers conducted across 12 cities
in India, in late 2019. The insights are then
combined with an analysis of macro- and
microeconomic trends revealed by large
datasets from Periodic Labour Force Surveys,
and data from the Centre for Monitoring
Indian Economy, among others. Evidence,
thus, collected on India is compared with
that of emerging and advanced economies
3
to understand the similarities and differences
3 We use secondary and tertiary sources here.
in the gig and platform economy,
promoting platforms for employ-
ment generation, skill development
initiatives to enhance employment
and income earning opportunities
for workers and recommendations
to enhance access to social security
coverage for gig and platform work-
ers in India.
1.2. OVERVIEW OF THE STUDY
This report presents findings from the
investigation into the following aspects of
what is broadly termed the gig and platform
economy, arranged thematically in various
chapters as follows.
Chapter 2: The Gig Workforce in
India: Estimates and Projections
Chapter 2 adopts a novel albeit indirect
method to estimate the size of the gig
workforce in India. Using proximate gig worker
characteristics (supply side) determined
from existing literature & micro-studies, we
estimate the number of workers with these
gig worker-like characteristics within the
industries and occupations that demand
gig work (demand side). While estimates are
made for the time period 2011-20, projections
are made for the period 2021-30. Worker
characteristics such as location, age group,
education, household income, agriculture
or non-agricultural employment, and access
to mobile phones and bank accounts, are
factored in for the estimation. 21 occupations
ranging from computer professionals and
electronic equipment operators to sales
and business services agents, motor vehicle
drivers, housekeeping and restaurant service
workers, street vendors, domestic helpers
and cleaners, and building caretakers, etc. are
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Introduction
| 7
of platformization as it unfolds around the
world.
The chapter concludes with policy
recommendations for India to unlock jobs
in the millions, with emphasis on identifying
and removing entry barriers, if any, and truly
democratising access to jobs in the country.
Chapter 4: Creating a Future-ready
Labour Force
Chapter 4 looks at the interplay between
skill development and platformization. We
situate skills in the larger context of assets
that individuals have access to and which can
be monetised at their will. Thus, the chapter
considers numerous questions: What are the
assets needed for jobs in the 21
st
century?
How can they be gained? What is the
impact of platformization on worker’s skills?
What are the skill sets needed for India’s
half-a-billion labour force? What is the role
of the larger ecosystem – digital platforms,
training agencies, and the government,
among others – in skill development?
Evidence is derived from a driver training
provided by a mobility platform through in-
person sessions in the second half of 2019.
This is combined with survey results from
the 5000-worker survey stated earlier, along
with secondary data on skilling and asset
augmentation in the platform economy.
The chapter highlights the urgent need for
India to create a future-ready labour force
and presents policy recommendations to
enable the same.
Chapter 5: Enhancing Social
Inclusion in the New-age Digital
Economy
This chapter uses the lens of equity to study
the platform economy. Are platforms diverse
and inclusive? Here, we specifically study
the role of platforms in bringing women,
and Persons with Disabilities (PwDs) to the
forefront of the economy. In this context, we
study the enablers and barriers to performing
platform labour, faced by the traditionally
marginalised groups in India and conclude
with policy recommendations for India
to mainstream the active participation of
women and Persons with Disabilities (PwDs)
in the economy.
Insights from a survey of ~700 women within
and outside the platform economy informs
the policy learnings and recommendations in
this chapter, combined with case studies on
the participation of in the platform economy.
Chapter 6: Global Examples and
Suggestions for Social Security for
Gig & Platform Workers in India
Chapter 6 demystifies the evolution of social
protection around the world.
This chapter uses case studies to examine
how India and the rest of the world has
protected and leveraged the platform
economy against Covid-19. Platforms have
given rise to innovative models that can
provide social security benefits to workers
independent of their association to platforms.
Best practices from countries such as the
US, the UK, Singapore, China, South Africa
and Hong Kong have been used as evidence
to underscore the need for creating specific
policies to promote platform economy and
protect the platform workers. India’s Code on
Social Security expands worker classifications
in India, recognises worker classifications
of gig and platform workers and extends
social protection to all workers. Extending
social security to those associated in non-
traditional work relations such as platforms
is key to universalising social security.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
8 |
Introduction
Chapter 7: The Future of the
Platform Economy – A Research
Agenda
The concluding chapter of this report
identifies potential areas of research to
deepen our collective understanding of the
platform economy, and to leverage it to
unlock jobs in the millions while protecting
livelihoods and lives at scale.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
The Gig Workforce
in India: Estimates
and Projections
2
2.1 SIZING UP THE GIG ECONOMY:
CURRENT APPROACHES AND
ESTIMATES
Estimating the gig work force in India is
confounded with methodological issues
in identifying gig workers. Workers not
identified as employees, and instead termed
as partners, pose the issue of whether to
classify them as wage employed or as self-
employed. Often taking up multiple tasks with
contracts on-a-task-basis makes counting
workers complex. In addition, estimating the
size of the gig economy in India is fraught
with severe data gaps in this field. Though
the Indian statistical system is very robust
in the case of the conventional economy,
official data presently does not estimate gig
and platform workers due to the amorphous
nature of work in the sector. Nevertheless, the
gig economy is emerging in prominence and
its rising presence cannot be ignored. The gig
economy is bound to expand on account of
both conversion of conventional jobs into
gig work and also due to new sectors that
depend on platform and gig work.
With the limited data that is available on
employment and other related aspects
we attempt to estimate the size of the gig
workforce in India. The estimation is only
10 |
The Gig Workforce in India: Estimates and Projections
The Gig Workforce in India: Estimates and Projections
| 11
indicative and may not represent the true size
of the gig workforce. Before we present our
estimates we summarise recent literature on
gig work estimations and their structure in
India and other countries.
2.1.1. Gig Economy Size
We first begin by outlining recent estimates
on the size of the gig economy. A 2020
study conducted by the Michael and Susan
Foundation and Boston Consulting Group
(BCG) estimates the gig economy jobs at 8
million in India. This could increase to about
90 million jobs in the non-farm sector in
about 8 to 10 years, with USD 250 billion
transactions at 1.25% of India’s GDP (BCG
and Michael & Susan Dell Foundation, 2021).
Further in three to four years, about 24 million
jobs could get converted to technology-
based gig labour (i.e. platform work), about
three million jobs in shared services and eight
million jobs servicing household demand.
A study by Fairwork India (Fairwork, 2020)
estimates that eleven platforms in India
report about 30 lakh workers in 2020
4
.
Another study notes that there are 33 lakh
platform workers in the passenger mobility
and hyperlocal delivery services in urban India
(Raman, Ramachandran & Sasikumar, 2021).
IBEF, citing an ASSOCHAM study, reports that
the gig sector is set to expand to USD 455
billion at a CAGR of 17% by 2024 (IBEF, 2021).
A 2019 study by TeamLease estimates that gig
workers in India increased from 8.5 million
in 2016 to 11.7 million in 2017, and 15 million
in 2018 (Tiwari, Ram & Roy, 2019). The report
further notes that 56% of new employment
in India is being generated by gig economy
companies across both blue- and white-
collar workforce. Most of the workers are
in Delhi followed by Bengaluru (Salman &
Bansal, 2019). Another 2019 report – the one
4 See page 30, Fairwork India Report 2020, for
estimates of each of the eleven platforms.
by Betterplace – estimates that of the 2.1
million blue-collar jobs in India in 2019, 1.4
million were in the gig economy. Betterplace
collated this data based on a sample set
of 1.1 million individual profiles, engaged by
1,000 job creators (Ganesh, 2019). Lastly, in
this confounding, contradicting array of gig
economy estimates is the 2021 compilation of
statistics on the gig economy by ASSOCHAM
and Primus Partners. Their report pegs the
gig economy size at 15 million “freelance
workers engaged in projects in different
sectors”. 64% of them are 24-38 years of age,
the report adds further. Lastly, the report
notes the distribution of gig workers in top
metro cities as follows: Bengaluru (2,34,000),
Delhi (2,25,000), Mumbai (1,33,000), Pune
(1,25,000), and Chennai (93,222) (ASSOCHAM
& Primus Partners, 2021).
2.1.2.  Gig Industries and Occupa-
tions
Gig work is currently not spread across all
sectors of the economy, though it has the
potential to become a major form of work
in future. The BCG study identified four
industry sectors as the ones with the highest
potential to produce “gigable” jobs in the
future. Construction, Manufacturing, Retail,
and Transportation and Logistics would
accommodate over 70 million of the potentially
“gigable” jobs in the future. The IBEF report
cites other industries that are transforming
to gig such as textile, banking and financial
services, electricity, gas and water; real estate,
IT and ITES, education, personal services. IBEF
reports that MNCs are now turning to flexible
hiring options. Currently more than 75% of the
companies have less than 10% gig headcount,
but this proportion is bound to rise. The future
for such gig hiring may increase from 15% in
2020 to nearly 70% in another 5 years in the
FMCG industry, and similarly in other related
industries. Currently, the popular occupations
include driving, delivery of goods, customer
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The Gig Workforce in India: Estimates and Projections
support, transactions processing, marketing
and sales, software development etc. As is
expected, in the future other jobs could also
get gigged. Reports project the long term
potential for gig to be skilled and semi-skilled
jobs (around 35 million) within industry sectors;
Shared services roles (around five million)
like facility management, transportation,
and accounting; household demand for
services (around 12 million); unskilled jobs
(approximately 37 million) across various
sectors of the economy.
2.1.3. Type of Gig Workers
Gig workers can be broadly classified into
platform and non-platform-based workers.
Non-platform gig workers are generally casual
wage workers and own-account workers in
the conventional sectors, working part-time
or full time. Platform workers are whose work
is based on online software apps or digital
platforms. Location-based platforms allow
in-person work at specific locations, such as
delivery or driving while web-based platforms
enable workers to perform online tasks for
clients around the world
5
.
2.1.4. Gig Worker Characteristics
Gig workers seem to differ from conventional
workers in terms of some individual
characteristics. Gig workers are comparatively
young, working for fewer hours a day on gig
work, preferring a flexible work schedule,
typically with low to middle level of education.
Income through gig work is not their primary
source of income and they are often holding
another regular job. They value transparent,
timely and assured payments while non-wage
benefits are not attractive to such workers.
Apart from these common characteristics
there are specific characteristics. For instance,
5 See Section 3.3 for a detailed classification of platform
labour categorised by reach and complexity of
labour.
women prefer high-skill segments with
flexible work hours, to fulfil both their work
and household commitments
6
. Students look
at the gig economy as an additional source of
income. Similarly, students looking for partial
incomes with flexible schedules form a part
of the gig workforce.
2.2  ESTIMATING THE GIG WORK-
FORCE: METHODOLOGY
As stated earlier, estimating gig workers in
India is a challenge as there is no official or
widely accepted database that enumerates
gig workers. The primary difficulty arises from
the amorphous nature of gig work. Perhaps
this heterogeneous nature of gig work is what
is generating the wide gaps in estimates of
gig workers, ranging anything from 3 million
workers to 14 million. Acknowledging this
limitation we embark on an indirect method
to estimate the number of gig workers
in India. From the literature cited above
and results of micro studies we are able to
identify proximate features of gig workers. We
use these features to estimate the workers.
Broadly the approach is to identify worker
characteristics (supply side) of gig workers
and then to estimate the number of workers
with these gig-worker like characteristics
within the industries and occupations that
demand gig work (demand side).
6 While this has been observed for gig jobs with high
complexity, women also take up location-specific
platform jobs such as providing professional home
services, delivering packages, or ferrying passengers,
as can be seen in Chapter 5. Thus, women value
flexibility and choice of labour allowing them to
monetise their skills and tangible assets when and
where they want. This helps reframe the role of
women in public and private life. Thus, labour force
participation is no longer a binary decision between
household duties and economic aspirations, but
women now have the choice to work at will (Raman
& Kulkarni, 2021).
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2.2.1.  Characteristics of Gig
Workers
a. Location: Gig work, especially location-
based gig work is largely concentrated in
the urban areas. An essential feature of
gig work is to be able to do small parcels
of tasks within a short period of time. In
order for such work to be economically
viable for workers, the search cost for jobs
must be low. Agglomeration economies
are crucial for such fragmented jobs to
be matched among workers, job creators
(such as digital platforms), and final
clients. Gig work had remained local and
not grown in the past mainly due to the
huge coordination and monitoring costs
associated with such work. Information
Technology in the form of smartphone-
powered platforms has reduced
this transaction cost substantially in
the recent past, thus enabling the
possibility of gig work growing beyond
the local. The geographical spread of
gig work – now, much beyond local –
however, is constrained by the need
for agglomerations to reap economies
of scale and scope. Hence, such work
remains largely urban, concentrated
within large cities of the country. Today,
though, there is penetration of such
services in the hinterlands as well, i.e.
smaller urban formations (Tier 2 and
3 cities). After analysing the locational
specificities of various platform-based
firms we found that a large share of
their operations were located within
metropolitan cities. Therefore, we
earmarked the districts with the top 100
cities in the country, as identified by the
Census of India 2011, assuming most of
gig work would be limited to these large
cities within the country. In this study,
while selecting the 100 metropolitan
cities of India (as per the census) from
the NSSO-EUS & PLFS survey, we have
used a specific procedure based on the
available datasets. For those cities whose
information is not available in the NSSO
datasets, we have considered the whole
district for the computation.We have
used both the urban as well as rural
samples for identifying the total number
of gig-platform workers as per the
specifications. While 100 cities are used
for the current estimate, it is noteworthy
that passenger mobility services using
two-wheelers (mopeds, scooters, bikes),
hyperlocal deliveries, and e-commerce
services, among others, have reached
over 300 cities in India as will be seen in
Section 3.5.3.
b. Age Group: This study has included the
age group of 18-45 years as the potential
age group for estimating workers in the
gig and platform sector. The selection
of this age group as a characteristic for
estimating workers in this sector may
lead to an underestimation, but is in
line with the findings of a number of
studies that have noted that gig workers
are young workers compared to non-gig
workers. A 2019 study shows that the
average age group of app-based taxi
drivers was concentrated within the ages
of 18-45 years, while the age ranged from
18 to 65 years for conventional taxi drivers
(Ramachandran & Raman, 2021).
c. Education: Growing evidence from
around the world shows that work of all
degrees of complexity is giggable. Thus
gig work requires a range of skill sets. For
starters, manoeuvring a platform system
through complex interfaces of technology
and organisations may demand basic
levels of education. And for higher
complexity jobs such as accounting or
coding relevant educational qualifications
might be needed and even demanded by
clients. In this backdrop, it is noteworthy
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that studies have found gig workers
in general to have educational levels
ranging between secondary school and
graduation, mirroring the larger trends in
the Indian economy where educational
levels are constantly rising. Thus, we use
this range in the level of education (i.e.
secondary school to graduation) as the
proximate educational qualification of
typical gig workers.
d. Income Level: We assume that gig work
is largely undertaken for augmentation
of existing income, based on micro-
studies in India. Most of the jobs that are
getting gigged or platformized are the
ones with lower degrees of complexity.
From the above it can be deduced that
most individuals belonging to the high
income category households may not
be part of the gig workforce, at least
for the time being. Treating this as our
basic assumptions, we consider those
workers whose household consumption
expenditure was below the 75
th
percentile
of monthly per capita consumption
expenditure (MPCE) as potential gig
workers.
e. Type of Employment: Gig work is
urbanised and operates mostly within the
non-agricultural sector of the economy.
We consider this feature as another
characteristic of the gig worker.
f. Ownership of Mobile Phones: All
platform-based gig workers require
ownership or access to mobile phones or
similar electronic devices to operate the
software interface. We consider that only
those workers who have mobile phones
are potential gig workers.
g. Bank Account: Most app-based or
platform-based services pay on piece
rate or task rate. The payment is done
only through authorised banks, as other
forms of payment are unviable. The
online banking system is an important
innovation that enables and powers
the operation of the platform economy.
Hence, we assume that all workers who
are part of the gig economy require to
have a bank account
7
.
2.2.2. Occupation and Industry
a. Occupation: Not all occupations are gig
work. Reading through the literature (BCG
and Michael & Susan Dell Foundation
(2021), IBEF(2021), Fairwork India (2020),
Pesole A (2018) ILO (2020), Kässi, O., &
Lehdonvirta, V. (2018), Berg, J., Furrer,
M., Harmon, E., Rani, U., & Silberman, M.
S. (2018, )it can be seen that there are
select occupations where gig work is
concentrated. Based on the literature, we
identify the following occupations from
the National Classification of Occupation
2004 as occupations that have gig
workers.
i. Computing Professionals
ii. Architects, Engineers and Related
Professionals
iii. Business Professionals
iv. Computer Associate Professionals
v. Optical and Electronic Equipment
Operators
vi. Finance and Sales Associate
Professionals
vii. Business Services Agents and Trade
Brokers
viii. Secretaries and Keyboard-Operating
Clerks
ix. Numerical Clerks
7 Notably, platforms help workers set up their bank
accounts and also facilitate their access to institutional
credit, as can be seen in the forthcoming chapters of
this report.
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x. Material Recording and Transport
Clerks
xi. Cashiers, Tellers and Related Clerks
xii. Client Information Clerks
xiii. Travel Attendants, Guides and
Related Workers
xiv. Housekeeping and Restaurant
Services Workers
xv. Personal Care and Related Workers
xvi. Shop Salespersons and Demonstra-
tors
xvii. Stall and Market Salespersons
xviii. Motor Vehicle Drivers
8
xix. Street Vendors and Related Workers
xx. Domestic and Related Helpers,
Cleaners and Launderers
xxi. Building Caretakers, Window and
Related Cleaners
b. Industry: We identify from literature
the industries that have the largest
concentration of gig work or have the
potential to have a growth of gig work.
The identified industries from the
National Industrial Classification are as
follows.
i. Section E Manufacturing
ii. Section D Electricity, gas, steam and
air conditioning supplies
iii. Section E Water supply; sewerage,
waste management and remedia-
tion activities
iv. Section F Construction
8 Today, any individual with access to a two-wheeler,
with or without a commercial permit, can deliver
packages, food, groceries, medicines etc., in the digital
hyperlocal economy. Such individuals are different
from the traditional motor vehicle drivers who drive
vehicles with commercial permits alone. Thus, many
of these traditional occupational categories need to
be expanded and/ or redefined.
v. Division 47 Retail trade, except of
motor vehicles and motorcycles
vi. Section H Transportation and storage
vii. Section I Accommodation and Food
service activities
viii. Section J Information and
communication
ix. Section K Financial and insurance
activities
x. Section L Real estate activities
xi. Section N Administrative and
support service activities
xii. Group 854 Other education Group
xiii. Group 855 Educational support
services
xiv. Division 87 Residential care activities
xv. Division 95 Repair of computers and
personal and household goods
2.2.3  The Procedure for Estimation
and Projection
a. Estimating Employment
In India, the most acceptable and
authentic source for collecting
employment estimates is the
National Sample Survey Organization
(NSSO) cross-sectional Employment-
Unemployment Survey (EUS), and
Periodic Labour Force Survey (PLFS)
datasets. Here, our aggregate
employment analysis is based on the
Usual Principal Status (UPS), and Usual
Principal Status and Subsidiary Status
(UPSS) employment criteria as used in
the EUS and PLFS data. The employment
estimates are provided in the NIC-
2008 classification basis, whereas the
occupational characteristics use the
NCO-2004 classification. Further, census
adjusted weights have been applied
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for estimating employment using the
NSSO-EUS and PLFS survey
9
.
b. Employment Projections
For estimating the employment
projections from 2020-21 to 2029-30 at
the aggregate level as well as for the gig
workers, we have followed the weighted
average growth rate criteria. Here, we
have first estimated the aggregate
employment growth (CAGR) (also for
gig workers) from 2011-12 to 2017-18 and
from 2017-18 to 2019-20. Afterwards, we
have estimated the weighted average
employment growth rate (WEGR) for
these two growth rates. This can be
depicted as,
( (2011 12 2017 18) 6
(2017 18 2019 20) 2)
8
EGR to
EGR to
WEGR
−×
+ −×
=
−−
=
(2024 25) (2019 20)
6
ii
EGR WE GR WEGR
−−
=
(2029 30) (2024 25)
5
ii
EGR W EGR WEGR
c. Estimation of Gig Workers
We use the aforementioned supply side
and demand side proximate features
of gig work to estimate the volume
of gig workers in the country. We use
progressive filters to arrive at the number
of gig workers from the total population.
The base data source is the EUS of the
NSS and PLFS for the period 2011-12 to
2019-20.
9 The census adjustment has been done on the
basis of Census and NSSO population data sets.
First the Weighted NSSO population figure was
estimated from the concerned NSSO employment
and unemployment rounds both for rural-urban
and male and female differently. After that, the
given figures are divided by the concerned census
population figure. We have taken the census
figures from the Report of the Technical Group on
Population Projection, RGI, Census 2011. After getting
the respective ratios, they are multiplied with the
multiplier figure to get the census adjusted weights.
In the first step we estimate the
total workforce from the population,
after using the workforce proportions
estimated from the NSS and PLFS. The
population is the projected population
for the respective years, based on the
Census of India 2011.
In the next step we filter in that set of
workers from the NSS and PLFS which
has the following characteristics:
belongs to any of the top 100 cities;
within the age group 18 to 45 years;
with an education level ranging
between secondary school to
graduation;
belongs to the bottom 75th
percentile of MPCE
10
; and
works in the non-agriculture sector.
Two additional desirable filters, ownership of
mobile phones and bank account are not
available in the NSS and PLFS data.
From the available sources, we have
considered the percentage of the population
having mobile phone penetration. Reduce for
estimating this, we have taken the information
from the World Bank estimates on mobile
phone penetration (World Bank, 2021). As
reported in the estimates we have considered
this share as 71.5% for the year 2011-12 and
accordingly taken the estimates as 87.3%
for the year 2017-18. As for the latest years
i.e., 2018-19 and 2019-20, the estimates have
not been provided, we have considered the
estimates by 1% increment for the year 2018-
19 (88.3%) and 2019-20 (89.3%) respectively. We
apply the same proportions for the filtered
workforce (working population) as estimated
from the NSS and PLFS data.
10 monthly per capita consumption expenditure
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| 17
After estimating the labour force using worker
characteristics we now apply industry and
occupation filters. From the NSS and PLFS
data set, we have the proportion of workers to
total workers engaged in the various selected
occupations across the selected industries.
We apply these proportions to the filtered
workforce. After applying this, the sum total
of all workers in the selected industries and
occupations is the estimated gig workers.
The procedure for estimation, in short, is (a)
to identify the potential workforce that can
be part of the gig workforce, through supply-
side characteristics; (b) thereafter identify
the demand for such workers through gig-
intensive industries and occupations; (c)
the intersection of the two, that of the gig
workforce and gig industry-occupation
provides the number of workers currently
estimated to be the gig workers.
As can be seen in the method above, the
estimation method followed is indirect and
only identifies characteristics close to gig
work. The method has numerous limitations.
The first and most obvious is that we do
not have any direct indicator for gig work.
Had it been so, estimation would have been
straightforward. The second limitation is that,
even proxy variables are not very close proxies.
For instance, job characteristics such as task-
based or piece rate, interface with technology
and travelling or working at flexible time
are reasonably fitting characteristics of gig
workers. We do not have such information
in the data set, and are hence, constrained
to work with the available information.
Nevertheless, the available information does
throw some light on the prevalence of gig
workers in the economy. We feel that though
this method is imperfect, this is a reasonably
robust direction of enquiry when limited by
data constraints.
Employment Datasets in India
Different employment datasets have
been used in India to understand the
changing contours of employment in the
Indian labour market. Broadly, the labour
statistics are collected, compiled, and
disseminated by several agencies in India.
The most prominent of them are that of
NSSO Employment and Unemployment
(EUS) datasets and recently the Periodic
Labour Force Survey datasets.
The main objective of the employment
and unemployment surveys conducted by
NSSO at periodic interval is to get estimates
of various labour force characteristics at
the national and State/UT level. Various
employment datasets include,
1-NSSO Employment and Unemploy-
ment Datasets (EUS) (1972-73 to 2011-12)
These datasets are available in quinquen-
nial round basis from 1972-73 to 2011-12.
The employment information is available
as per Usual Principal Status, Usual Princi-
pal and Subsidiary Status, Current Week-
ly Status and Current Daily Status criteria.
These surveys also provide employment
estimates across different industry groups
and socioeconomic characteristics.
2-Periodic Labour Force Survey (PLFS)-
2017-18 to 2019-20 – One, unlike the
quinquennial EUS, the PLFS is conducted
annually in rural areas and quarterly in
urban areas.
Both the surveys are based on the stratified
random sampling procedure, but the
criterion for the second-stage stratum in
the EUS is based on the consumption
expenditure and/or livelihoods, whereas
for PLFS, it is based on levels of education
(Padhi and Motkuri, 2021).
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In the PLFS, households in each of the
selected villages (the primary sampling
unit or PSU) were stratified into three
segments based on the presence of
educated household members.
There is also a revisit sample in the PLFS
survey for the urban area. Further, the
wage information related to self employed
workers has been provided in the PLFS
survey which is not available in the earlier
EUS surveys.
3-Labour Bureau Employment Sur-
vey-2009-10 to 2015-16 – Responding to
discontentment of NSSO EUS, the Labour
Bureau started conducting the yearly Em-
ployment and Unemployment survey. This
study has been discontinued.
4-Annual Survey of Industries – Yearly
Information only related to registered
manufacturing and industries, however
services are not included. But it provides a
detailed information related to registered
manufacturing in India.
5-CMIE Datasets (2016 to 2021) – The
Centre for Monitoring Indian Economy
(CMIE) is a private business information
organisation conducts survey on
employment and unemployment since
2016. The consumer pyramid survey covers
about 160000 households and 522000
individuals (Abraham and Shrivastava,
2019). It provides up-to-date information
on employment and unemployment in
India but uses different methodologies for
estimation of employment. Due to this, it
may not be strictly comparable to other
official estimates related to employment.
2.3.  EMPLOYMENT, GDP, AND
EMPLOYMENT GROWTH IN
INDIA
2.3.1.  Estimates for 2011-12 to
2019-20
The estimated employment during 2011-12
was 46.99 crores which increased to 51.1 crores
in 2019-20. Correspondingly the output also
increased from 87 lakh crores to 145 lakh
crores during the same period.
Table 1: Estimated Output and
Employment levels and growth 2011-12 to
2019-20
Employment
(in crores)
Output
(incrores)
Per worker
output
2011-12 46.99 8736328.71 185904.09
2017-18 45.50 13144582.14 288863.92
2018-19 46.75 14003316.25 299551.35
2019-20 51.10 14569267.87 285101.41
The employment growth during the period
was -0.54% per annum during 2011-12 to
2017-18. During the same period output
grew at 7.05% per annum exhibiting the
jobless growth trends. The period after 2017-
18 shows robust increase in employment, but
the output growth slowed down below 7%
during the period. The employment elasticity
during the period 2017-18 to 2019-20 was 1.13,
showing robust employment growth with
output growth, compared to the jobless
growth period of 2011-12 to 2017-18.
Table 2: Employment Growth and Elasticity
Growth rates
(annual)
Employ-
ment
Output
Employment
Elasticity
2011-12 to 2017-18 -0.54 7.05 -0.076
2017-18 to 2018-19 2.73 6.53 0.418
2018-19 to 2019-20 9.31 4.04 2.305
2017-18 to 2019-20 5.97 5.28 1.131
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| 19
2.3.2. Projections for 2021-2030
Based on the employment growth pattern
during the period 2011-12 to 2019-20, the
employment growth and output growth
rates are projected for the period 2021 to
2030 as weighted average growth rate for the
period 2011-12 to 2019-20. Of course, this is an
approximation to assume that the economy
would grow in future at the same rate as in
the past.
Table 3: Projected GDP Growth,
Employment Growth for 2021 to 2030
Employment
Growth
GDP
growth
2011-12 to 2017-18 -0.535 7.046
2017-18 to 2019-20 5.972 5.280
2019-20 to 2024-25 1.092 3.692
2024-25 to 2029-30 1.092 7.000
Based on the projections the employment
growth may increase from 46.9 crores to 56.9
crores by 2030 while the GDP may increase
from INR 87 lakh crores in 2011-12 to INR 244
lakh crore by 2029-30.
Table 4: Projected GDP and Employment
Levels for 2021 to 2030
Employment
(Crores)
GDP
(Crores)
2011-12 46.99 8736329
2012-13 46.74 9213017
2013-14 46.49 9801370
2014-15 46.24 10527674
2015-16 46.00 11369493
2016-17 45.75 12308193
2017-18 45.50 13144582
2018-19 46.75 14003316
2019-20 51.10 14569268
2020-21 51.66 13512740
2021-22 52.22 14323504
2022-23 52.79 15254532
2023-24 53.37 16322349
Employment
(Crores)
GDP
(Crores)
2024-25 53.95 17464914
2025-26 54.54 18687458
2026-27 55.14 19995580
2027-28 55.74 21395271
2028-29 56.35 22892939
2029-30 56.96 24495445
2.4.  ESTIMATE OF GIG
WORKERS
Using the methods described above, the
estimated size of gig workers in India was
about 68 lakh, using both principal and
subsidiary status. The total number of workers
increased from about 25 lakh in 2011-12 to 68
lakh in 2019-20. The number of gig workers
who spend the majority part of the reference
year as gig workers (Usual Principal Status)
were 24.5 lakh in 2011-12 which increased
to 67 lakh in 2019-20. Those that did such
work for a shorter period of the year (Usual
Subsidiary Status) increased from about
0.7 lakhs to 1.1 lakhs during 2011-12 to 2019-
20. As mentioned above, these are workers
that have gig worker like characteristics, with
a possible over-estimation as some of these
workers may not be engaged in gig work.
Table 5: Estimated Number of Gig Workers
in Lakhs
No.of Gig
workers
(UPS)
No.of Gig
workers
(USS)
No.of Gig
workers
(UPSS)
2011-12 24.5 0.7 25.2
2017-18 52.1 0.5 52.6
2018-19 53.4 0.5 53.9
2019-20 67.0 1.1 68.0
As per our estimates only a small fraction of
the total workforce is part of the gig workforce
as of now. Currently, about 1.33% of the total
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workers (UPSS) are gig workers. In terms
of UPS workers it was 1.37% and subsidiary
status was only 0.49% of the subsidiary
workers. However, it can be seen that there
is a steady increase in the share of gig workers
in total workers, from 0.54% in 2011-12 to 1.33%
in 2019-20.
Table 6: Gig Workers as a Share of Total
Workforce 2011-12 to 2019-20
Share of
Gig workers
(UPS)
Share of
Gig workers
(USS)
Share of
Gig workers
(UPSS)
2011-12 0.57 0.18 0.54
2017-18 1.18 0.40 1.16
2018-19 1.18 0.28 1.15
2019-20 1.37 0.49 1.33
The increase in the share of gig workers
over the period is corroborated by the
difference in employment elasticity as well.
The employment elasticity to GDP growth
for gig workers was above one throughout
the period 2011-12 to 2019-20, and was always
above the overall employment elasticity.
During this period the employment growth
was nearly twice that of the GDP growth. The
higher employment elasticity for gig workers
also indicates the nature of economic growth,
which created greater demand for gig workers
while not generating commensurate demand
for non-gig workers. This nature of economic
growth points towards greater conversion of
non-gig work to that of gig-work.
Table 7: Gig Work Employment Elasticity
Gig work
Employ-
ment
growth
GDP
growth
Gig work
Elasticity
All
employ-
ment
elasticity
2011-12 to
2017-18
13.020 7.046 1.848 -0.076
2017-18 to
2019-20
13.750 5.280 2.604 1.131
Our estimates show that about 37.6% of
these workers are in the organised sector,
while the remaining are in the unorganised
sector. Organised sector is taken to be those
workers who work in firms with more than
ten employees as is currently the common
definition used. It can be seen that the share
of gig workers is largely concentrated in the
unorganised sector, about 62.4% of the total
gig workers in 2019-20. Yet the share of gig
workers in the organised sector is increasing,
implying that more of such workers are
now being part of larger firms. The share
increased from 26% in 2011-12 to 37.6% in
2019-20, correspondingly the share of the
unorganised sector declined. The future
course of development of gig work indicates
growth within the organised sector.
Table 8: Share of Gig Workers in the
Organised and Unorganised Sectors
% in
organised
sector
% in
unorganised
sector
Total
2011-12 25.9 74.1 100
2017-18 30.6 69.4 100
2018-19 35.7 64.3 100
2019-20 37.6 62.4 100
However, when the share of workers in the
organised sector increased substantially
during the period, the share of informal
workers remained more or less the same, or
even marginally increased. Based on previous
studies (Srivastava and Naik (2016) and
Srivastava et al. (2020)), informal workers are
defined as those workers who do not have
a written contract for at least a year and are
working in the non-agricultural sector. More
than 80% of such workers were in informal
labour relations. This share was at 83.7% in
2011-12 which declined to 81.8% in 2017-18,
but increased to 82.5% in 2019-20. Thus there
is persistence of informal work relations in
the sector. When we read this along with
the trends in the organised sector, it can be
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
The Gig Workforce in India: Estimates and Projections
| 21
seen informal work is now penetrating the
organised sector workforce through the gig
and platform modes of work. Informalisation
of the organised sector is recorded in previous
studies (Abraham and Sasikumar, 2017), but
these were mainly on account of contractual
employment rising within the organised
sector. But the trends above shows that apart
from contractual employment within the
organised sector, gig or task based forms of
employment is also adding to the informality
in the organised sector.
It is important to situate the above in the
larger context of India having more than
90% of its workforce in the unorganised,
informal economy traditionally, as well
(NCEUS, 2007; Ramana Murthy, 2019; The
Economic Survey 2018-19). As will be seen in
the forthcoming chapters of this report, the
trends of formalisation and organisation differ
by countries, and are highly contextualised.
Table 9: Gig Workers: Formal and Informal
Workers Share
Formal Informal Total
2011-12 16.3 83.7 100
2017-18 18.2 81.8 100
2018-19 18.6 81.4 100
2019-20 17.5 82.5 100
In terms of industrial classification, about
26.6 lakh gig workers were involved in retail
trade and sales, and about 1.3 million were
in the transportation sector. About 6.2 lakhs
were in the manufacturing and another
6.3 lakhs in the finance and insurance
activities. It can also be seen that gig work
is expanding fast in almost all sectors. For
instance the retail sector saw an increase
of 15 lakh workers during 2011-12 to 2019-20,
transport sector 7.8lakhs, manufacturing – 3.9
lakhs. Similarly, in the education sector, the
expansion was from 66,000 to more than one
lakh by 2019-20.
Table 10: Industrial Classification of Gig Workers in Lakhs (2011-12 to 2019-20)
National Industrial Classification 2008
(NIC-2008)
2011-12 2017-18 2018-19 2019-20
Change
2011-12 to 19-20
Manufacturing 2.3 5.5 5.4 6.2 3.9
Electricity, gas, steam and air conditioning
supplies
0.2 0.4 0.4 0.2 0.1
Water supply; sewerage, waste management
and remediation activities
0.0 0.3 0.3 0.3 0.3
Construction 0.3 1.2 1.4 2.1 1.8
Retail trade, except of motor vehicles and
motorcycles
10.6 19.2 21.7 26.5 15.9
Transportation and storage 5.2 11.0 9.4 13.0 7.8
Accommodation and Food service activities 1.4 3.2 2.8 4.0 2.7
Information and communication 1.6 4.2 4.2 5.0 3.4
Financial and insurance activities 2.4 4.1 4.8 6.3 3.9
Real estate activities 0.4 2.0 1.5 2.4 2.0
Administrative and support service activities 0.2 0.2 0.4 0.4 0.2
Other education Group 0.0 0.2 0.3 0.5 0.4
Educational support services 0.7 1.2 1.3 1.1 0.4
Total 25.2 52.6 53.9 68.0 42.8
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The Gig Workforce in India: Estimates and Projections
It can be noted that even as gig workers
are increasing in all the sectors highlighted
below, the sectoral concentration in highly
concentrated sectors is gradually declining
as well. For instance, the retail trade sector
accounted for nearly 42% of all gig workers
which declined to 39% by 2019-20. For the
transportation sector, the share declined from
20.7 % to 19.1% in 2019-20. The real estate sector
increased from 1.7% to 3.5% and construction
increased from 1.2% to 3.06% during the
Table 11: Industrial Classification of Gig Workers in Percentage Share (2011-12 to 2019-20)
National Industrial Classification 2008 (NIC-2008) 2011-12 2017-18 2018-19 2019-20
Manufacturing 9.09 10.50 10.03 9.17
Electricity, gas, steam and air conditioning supplies 0.69 0.67 0.73 0.33
Water supply; sewerage, waste management and
remediation activities
0.00
0.59 0.49
0.47
Construction 1.24 2.31 2.58 3.06
Retail trade, except of motor vehicles and motorcycles 41.97 36.48 40.30 38.95
Transportation and storage 20.69 20.86 17.40 19.18
Accommodation and Food service activities 5.49 6.05 5.20 5.94
Information and communication 6.43 7.91 7.74 7.39
Financial and insurance activities 9.32 7.78 8.98 9.21
Real estate activities 1.72 3.77 2.84 3.53
Administrative and support service activities 0.64 0.36 0.68 0.55
Other education Group 0.08 0.38 0.58 0.67
Educational support services 2.64 2.34 2.44 1.56
Total 100.00 100.00 100.00 100.00
In terms of occupation in 2019-20, about
22 lakh workers were sales and marketing
persons, about 12 lakh were motor vehicle
drivers, about 6 lakh were secretaries and clerks,
about 5 lakh sales and finance associates,
and others. Between 2011-12 and 2019-20,
the largest addition in the gig economy was
shop sales and market sales persons which
increased by 12 lakh workers, followed by
drivers which increased by 8.5 lakh.
same period. The estimates thus show that
gig workers are growing in all sectors, and
the share of gig workers is also increasing
in sectors that were not initially having
gig workers. In terms of future projections,
growth and diversification of gig workers
across industries is a clear indication that gig
work would expand further and may be a key
form of employment in future, though it is
relatively small today.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
The Gig Workforce in India: Estimates and Projections
| 23
Table 12: Occupational Classification of Gig Workers in Numbers (2011-12 to 2019-20)
National Classification of Occupation-2004 2011-12 2017-18 2018-19 2019-20
Change
2011-12 to 19-20
Computing Professionals 0.4 1.8 2.2 2.7 2.3
Architects, Engineers and Related Professionals 0.5 1.0 1.6 1.7 1.2
Business Professionals 2.0 2.6 3.0 3.8 1.9
Computer Associate Professionals & Optical and
Electronic Equipment Operators
0.4 2.6 1.7 1.6 1.2
Finance and Sales Associate Professionals &
Business Services Agents and Trade Brokers
1.3 3.3 3.4 5.2 3.8
Secretaries and Keyboard Operating Clerks &
Numerical Clerks & Material Recording & Transport
Clerks
2.4 3.4 2.8 6.2 3.8
Cashiers, Tellers and Related Clerks & Client
Information Clerks
0.9 1.6 1.7 2.0 1.2
Travel Attendants, Guides and Related Workers 0.3 0.7 0.3 0.9 0.5
Housekeeping and Restaurant Services Workers &
Personal Care Workers
1.4 2.6 3.0 3.9 2.5
Shop Salespersons and Demonstrators & Stall and
Market Salespersons
9.9 18.9 22.0 22.8 12.9
Motor Vehicle Drivers 4.4 10.9 9.2 13.0 8.5
Street Vendors and Related Workers 0.8 1.5 1.7 2.6 1.8
Domestic and Related Helpers, Cleaners and
Launderers
0.6 1.4 1.0 1.7 1.1
Building Caretakers, Window and Related Cleaners 0.0 0.2 0.2 0.1 0.1
Total 25.2 52.6 53.9 68.0 42.8
Two occupational segments namely, drivers
and sales persons, together accounted for
more than 52% of the gig workers in 2019-20.
During the earlier period 2011-12 to 2017-18 the
share of these two segments remained more
or less consistent at about 57%.
Table 13: Occupational Classification of Gig Workers in Shares (2011-12 to 2019-20)
National Classification of Occupation-2004 2011-12 2017-18 2018-19 2019-20
Computing Professionals 1.47 3.44 4.15 3.96
Architects, Engineers and Related Professionals 1.80 1.88 2.91 2.43
Business Professionals 7.84 5.00 5.53 5.63
Computer Associate Professionals & Optical and Electronic
Equipment Operators
1.46 4.92 3.16 2.33
Finance and Sales Associate Professionals & Business Services
Agents and Trade Brokers
5.34 6.31 6.32 7.60
Secretaries and Keyboard Operating Clerks & Numerical Clerks
& Material Recording & Transport Clerks
9.33 6.53 5.11 9.05
Cashiers, Tellers and Related Clerks & Client Information Clerks 3.46 2.97 3.18 3.01
Travel Attendants, Guides and Related Workers 1.32 1.27 0.57 1.27
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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The Gig Workforce in India: Estimates and Projections
National Classification of Occupation-2004 2011-12 2017-18 2018-19 2019-20
Housekeeping and Restaurant Services Workers & Personal
Care Workers
5.39 4.99 5.63 5.68
Shop Salespersons and Demonstrators & Stall and Market
Salespersons
39.31 35.98 40.80 33.53
Motor Vehicle Drivers 17.62 20.80 17.12 19.06
Street Vendors and Related Workers 3.29 2.78 3.19 3.86
Domestic and Related Helpers, Cleaners and Launderers 2.36 2.68 1.92 2.43
Building Caretakers, Window and Related Cleaners 0.00 0.44 0.41 0.17
Total 100.00 100.00 100.00 100.00
2.5.  PROJECTIONS FOR GIG
WORK IN INDIA
Based on the following projections, the gig
workforce is likely to expand from 68 lakhs (6.8
million) in 2019-20 and 77 lakhs (7.7 million) in
2020-21 to about 2.35 crores (23.5 million) by
2029-30. The gig workforce is expected to grow
from 2.6% of the non-agricultural workforce or
1.5% of the total workforce in 2020-21 to 6.7%
of the non-agricultural workforce or 4.1% of
the total livelihood in India by 2029-30.
Table 14: Projection for Gig Work using Employment Growth
Employment in Crores Percentage
Employment
Non-Agri-
Employment
Gig
Workers
% of Non
Agri to total
Employ
Gig to
total
Employ
Gig to
Non Agri.
2011-12 (actuals) 46.99 24.52 0.25 52.18 0.54 1.03
2017-18 (actuals) 45.50 26.38 0.53 57.98 1.16 1.99
2018-19 (actuals) 46.75 27.62 0.54 59.09 1.15 1.95
2019-20 (actuals) 51.10 28.79 0.68 56.34 1.33 2.36
2020-21 (projected) 51.66 29.37 0.77 56.86 1.49 2.62
2021-22 (projected) 52.22 29.97 0.87 57.39 1.67 2.91
2022-23 (projected) 52.79 30.58 0.99 57.93 1.87 3.23
2023-24 (projected) 53.37 31.20 1.12 58.47 2.09 3.58
2024-25 (projected) 53.95 31.84 1.27 59.01 2.34 3.97
2025-26 (projected) 54.54 32.49 1.43 59.56 2.63 4.41
2026-27 (projected) 55.14 33.15 1.62 60.12 2.94 4.89
2027-28 (projected) 55.74 33.82 1.84 60.68 3.29 5.42
2028-29 (projected) 56.35 34.51 2.08 61.25 3.69 6.02
2029-30 (projected) 56.96 35.21 2.35 61.82 4.13 6.68
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
The Gig Workforce in India: Estimates and Projections
| 25
At present about 47% of the gig work is in
medium skilled jobs, about 22% in high skilled
and about 31% in low skilled jobs. But the
trend shows the concentration of workers
in medium skills is gradually declining and
that of the low skilled and high skilled is
increasing. It may be expected that while
the domination of medium skills would
continue till 2030, gig work with other skills
will emerge. Possibly the share of high skilled
gig workers would increase from the present
level of 21.9% to about 27.5% by 2030 while
for the low skilled workers it may increase
to about 33.8% by 2030. In effect this trend
would imply that gig work will grow in size
and would become part of the livelihood
across sectors and occupations.
Table 15: Projections of % share of gigwork employment by skill category 2021-2030
High skilled Medium skilled Low skilled Total
2011-12 (Actuals) 17.9 53.4 28.7 100
2019-20 (Actuals) 21.9 46.9 31.2 100
2020-21 (proj) 22.5 46.0 31.5 100
2024-25 (proj) 24.7 42.8 32.6 100
2029-30 (proj) 27.5 38.7 33.8 100
2.6.  SUMMARY ON GIG
WORKER SIZE ESTIMATION
In the backdrop of a complete lack of data
on gig workers in India, we have attempted
to estimate the number of gig workers using
an indirect and novel method. The approach
is to identify proximate indicators that would
jointly have a high likelihood of identifying gig
workers. Using this approach we have traced
a few supply side and demand side factors
to estimate the number of gig workers. It
may be appropriate to name this estimate as
the estimate of “workers with gig worker-like
characteristics” rather than terming it as an
estimate of gig workers themselves.
Based on this method, we estimate that
there were around 68 lakh (6.8 million) gig
workers in India in 2019-20, constituting 2.4%
of the non-farm workforce or 1.3% of the total
livelihood in India. Of these workers, about
half are concentrated in two sectors, retail
trade and transportation. Also about half of
the workers are engaged in the occupations
of sales and driving. Both industrial and
occupational characteristics show that gig
work is expanding and diversifying into more
industries and more occupations. Though an
increasing share of gig workers are a part of
the organised sector – about 36% in 2019-20
– the overwhelming majority of gig workers
are informal workers (more than 82.5%). This
is unsurprising since over 90% of India’s
workforce is informal.
Based on our projections, we estimate that
India had around 77 lakh (7.7 million) gig
workers in 2020-21, forming 2.6% of the non-
agricultural workforce and 1.5% of the total
livelihood in India. Our projections further
show that gig work in India is likely to expand
in the future to touch about 2.35 crore (23.5
million) workers, accounting for about 6.7%
of the non-agricultural workforce and 4.1 %
of the total workforce by 2030. Additionally,
the estimates show that gig work, which is
concentrated in middle level skills currently,
is likely to diversify into both high skilled and
low skilled types of gig work in the future.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
26 |
The Gig Workforce in India: Estimates and Projections
2.7.  RECOMMENDATIONS FOR
ESTIMATION
As discussed earlier, this estimation is an
indirect method to arrive at the number of
gig workers. Gig work is bound to expand due
to the technological possibilities in numerous
production spaces. At the same time, it also
provides the opportunity for workers to
transcend the limitations of work-time and
work-space. Given this potential of gig work,
the future would see a growing prominence
of such work. However, there exists no official
data that can authoritatively estimate the
extent of gig work in India, thereby rendering
the gig workforce invisible. This calls for
the following recommendations for future
estimations.
2.7.1.Undertake a Separate Enu-
meration Exercise
Ideally the national statistical system could
embark on estimating gig workers, and other
such workers who enter the workforce in
non-conventional labour relations. A separate
survey may be undertaken for estimation and
identifying the characteristic features of gig
workers.
2.7.2.Collect Information to Iden-
tify Gig Workers
Additionally, there could be a few probing
questions that explore further to identify gig
workers The Periodic Labour Force Survey,
for instance, could collect information on
the following aspects that could identify gig
workers.
a. One of the primary characteristics of
gig workers is the freelance nature of
work. The work is task based. To identify
workers of this nature a set of questions
regarding the nature of work contract can
give us insights on this. For instance, the
nature of contract can be enumerated as
the following.
i. Task based contract
ii. Contract as partner
iii. Job Contract
iv. No contract
b. Another characteristic of gig workers is
the use of technology. Questions of the
following type may help in exploring this
dimension.
i. Use of Information Technology in
work
ii. Use of ICT as an aid to identify tasks
(app-based, software-based work
allotment)
iii. Conducting ICT-enabled services
iv. Production of ICT goods and services
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
The digital has permeated all aspects of life,
entailing the platformization of the everyday
(Ramachandran, 2020). This could take many
shapes and forms such as digital platforms
that connect buyers and sellers of groceries,
medicines, technology products and services,
as well as those that allow consumers to
access a ride in a cab or bike, home cleaning
services, professional beauty and wellness
services, and much more. Individuals can now
easily use their skill sets and earn a livelihood
online.
Technology Diffusion
and Democratisation
of Jobs
3
The consequent digitalisation/ platformization
of work has given rise to a new classification of
labour – platform labour – different from the
traditional dichotomy of formal and informal
labour. Platform labour has emerged and
grown over the last decade thanks to the
ubiquity of smartphones and mobile data.
Since the entry barriers to such work are low,
platforms hold enormous potential to unlock
millions of jobs in India (BCG and Michael &
Susan Dell Foundation, 2021; Ramachandran
& Raman, 2021; IBEF, 2021; ASSOCHAM &
Primus Partners, 2021).
28 |
Technology Diffusion and Democratisation of Jobs
Technology Diffusion and Democratisation of Jobs
| 29
3.1.  CONTOURS OF THE
PLATFORM ECONOMY
The contemporary labour market has
witnessed the emergence of two new
categories of work, gig and platform work,
respectively. To understand what each form
of work entails, how they might be different
from each other and from other forms of
work, and what the new categories mean for
the Indian economy, we turn to India’s labour
reforms of the 2020s.
The Government of India enacted the Code
on Social Security (CoSS) 2020, granting
legitimacy to the new form of work and
paving the way for comprehensive reforms.
CoSS 2020 defines a gig worker as “a person
who performs work or participates in a work
arrangement and earns from such activities
outside of traditional employer-employee
relationship”. Further, a platform worker is
recognised as a type of gig worker, in that
they are “a person engaged in or undertaking
platform work, while platform work is ‘a work
arrangement outside of a traditional employer
employee relationship in which organisations
or individuals use an online platform to
access other organisations or individuals to
solve specific problems or to provide specific
services or any such other activities which
may be notified by the Central Government,
in exchange for payment” (Ministry of Labour
and Employment, 2020a).
Marking a distinction between platform
workers and unorganised, informal workers,
the CoSS 2020 further recognises platform
workers as a step up from the latter.
Platform workers enjoy flexibility and choice
of labour, ability to hold multiple jobs,
guaranteed payments, augmentation of
assets, heightened earnings etc. In a platform
economy, individuals merely armed with an
internet-enabled smartphone and an asset
– such as the tangible vehicle (motorised or
even non-motorised) or the intangible skill of
cooking or plumbing – can monetise their
assets at will, to become platform workers
(Sundararajan, 2016; Raman & Kulkarni, 2021).
The platform economy comprises digital
intermediaries or aggregators that offer
innovative solutions through solving
inefficiencies in a system, thereby improving
productivity. A mobility aggregator platform,
for instance, efficiently bridges the gap
between supply and demand, creating
economies of scale. Hence, it increases the
earnings of its driver-partners, while providing
affordable mobility solutions to consumers. In
the larger picture, digital platforms increase
economic output and have a tremendous
positive impact on the labour market. This
ever-expanding platform economy has
demonstrated resilience, reinforcing the role
of such workers, especially in the times of
the Covid-19 pandemic, when several other
sectors of the economy were adversely
impacted (ILO, 2021; IWWAGE 2020; Raman,
Ramachandran & Sasikumar, 2021).
3.2.  LIVELIHOOD CREATION
THROUGH PLATFORM
WORK
Offering innovative solutions in different
sectors, such as passenger mobility and
hyperlocal delivery, retail, and personal and
home care, platforms can create livelihood
opportunities for any willing individual, be it
students, home makers, store owners or even
those already engaged in the informal sector.
With access to internet-enabled smartphones
and a monetisable tangible or intangible
asset, any individual can turn into a platform
worker. Such low entry barriers, along with
the flexibility to hold multiple jobs, grant the
platform economy an immense potential
to leverage India’s demographic dividend –
more than 400 million millennials (Morgan
Stanley, 2017).
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
30 |
Technology Diffusion and Democratisation of Jobs
Platforms generate self-employment and
space to improve or augment one’s income.
This flexibility and choice, being the core
characteristic of platform work, makes it
attractive for the masses. Consider the case
of two-wheelers in India. India is the world’s
largest two-wheeler market, with the small
form factor emerging as the engine of growth
for the booming hyperlocal economy in recent
years. Sharing of assets such as scooters or
motorbikes (in the form of bike taxis or bike
pool) unlocks remunerative opportunities in
the millions while also providing first- and
last-mile connectivity to public transit, and an
affordable form of daily commute for the public
at large. A 2020 study estimates that bike-
taxi in India has the potential to create over 2
million livelihood opportunities and a revenue
of USD 4-5 billion (Raman, 2020). Likewise, over
the long term, the number of gig jobs in India
could reach 90 million, with total transactions
valued at more than $250 billion (BCG and
Michael & Susan Dell Foundation, 2021).
No wonder, India is a fertile ground for
platform jobs. Between 2010 and 2018,
mobility aggregators – Ola and Uber – alone
are reported to have unlocked 2.2 million
livelihood opportunities in the country
(Pradhan, 2019). These included driving
jobs using taxi-cabs, auto-rickshaws, and
the ubiquitous two-wheelers (scooters and
motorbikes) as taxis. By early 2020, Ola bike-
taxi service was operational in 200 cities
in India and engaging over 300,000 bike
partners. Another bike-taxi company, Rapido,
was present in over 90 cities as of March 2020,
with 500,000 driver-partners catering to 10
million customers (Raman, 2020). Dunzo, the
fast-growing on-demand quick commerce
platform, used to engage 18,000 active delivery
partners including cyclists in late 2019 (Apurva,
2019), and has reported a 40-times growth in
the period 2019-‘21, fuelled by the pandemic-
induced surge in demand for convenience
and availability of platform labour (Akolawala,
2021; BusinessWire, 2021). Such accelerated
growth appears to be the cornerstone of
platform businesses across sectors, including
the restaurant aggregation, and food delivery
domains as well. Zomato, for instance, reported
earning INR 2,604 crores in the financial year
2019-‘20, signifying a 5.5-times growth from
2017-‘18. The platform witnessed 10.7 million
active customers ordering food every month
from 131,233 active restaurants, and served
by 161,637 active delivery partners (Alawadhi
& Abrar, 2021). Similarly, the platform Swiggy,
which has diversified its business to include
grocery delivery and package transfers in
addition to food delivery, reported engaging
150,000 delivery partners as of June 2021
(PTI, 2021). Notwithstanding the small- and
medium-sized platforms offering passenger
mobility and delivery services across India, the
aforementioned major platform businesses
in the said domain alone engage 3,329,637
workers, i.e. over 3.3 million workers (Raman,
Ramachandran, Sasikumar, 2021).
Notably, this workforce of 3.3 million platform
workers in the digitalised passenger mobility
and hyperlocal delivery services, with the
potential to grow in the years to come, is higher
than the 1.254 million employees engaged by
the Indian Railways, India’s largest and the
world’s eighth-largest employer (Ministry of
Railways, 2020), and the 500,000 headcount
of the Tata Consultancy Services, India’s largest
private-sector employer (ET Bureau, 2021).
As has been estimated in Chapter 2, in 2019-
20, India had around 68 lakh (6.8 million) gig
workers – of whom platform workers are a
subset – in 2019-20, forming 2.4% of the non-
farm workforce or 1.3% of the total livelihood
in the country. It is projected that in 2020-21,
77 lakh (7.7 million) workers were engaged in
the gig economy. They constituted 2.6% of the
non-agricultural workforce or 1.5% of the total
workforce in India. Our projections further show
that gig work is likely to expand in the future
to touch about 2.35crore (23.5million) workers,
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Technology Diffusion and Democratisation of Jobs
| 31
6.7% of the non-agricultural workforce or 4.1%
of the total livelihood in India by 2029-30. In
effect, this trend would imply that gig work
will grow in size and would become part of
the livelihood across sectors and occupations.
3.3.  EVOLUTION OF PLATFORM
JOBS
Widespread access to the internet through
affordable data and devices has contributed
to the proliferation of platform-based services
across the world. Platforms also display a
great deal of interoperability, integrating
multiple services for an end-to-end user
experience, but also in the process, creating
as many more employment opportunities
from their single app. For instance, Grab, the
popular platform present in Southeast Asia,
offers multiple mobility options (car, bike,
scooter), food, groceries, last mile logistics,
hotels, entertainment, and a mobile wallet
and insurance service, all in one app (Grab,
2020). Through this they serve drivers,
merchants and enterprises in their local area
of operations. Other forms of cross-platform
collaborations and interoperability are seen in
instances such as a Swiggy delivery person in
India using a shared Bounce bike to complete
orders, eliminating the need for asset
ownership thanks to the deep entrenchment
of the digital economy.
By their very nature, platforms have a wide
reach and nearly no entry barriers for their
workers (referred to as partners
11
). Jobs in the
digital age vary by country. In some countries,
particularly the more industrialised ones,
digital platform solutions emerged in the
wake of an economic downturn leading to
the eventual informalisation of jobs (Morozov,
2018). In developing countries like India, the
11 Partners are independent contractors associated
with a technology platform where they offer/
advertise their services so that end users (citizens)
can find them.
phenomenon has been carefully crafted to
solve inefficiencies in the system. This is done
so by plugging in a tech tool to streamline
the process with an algorithmic coherence,
benefiting service providers and end-users
alike.
While many differences exist between
countries and regions when it comes to the
genesis of platform labour, there is a shared
story of tech-induced efficiency and its rapid
adoption. While in the North American cities,
it was the desire to summon a cab at the press
of a button rather than waiting in long queues
at public transit hubs, in emerging economies
like Indian cities, it was the dual need to
enhance the efficiency of Intermediate Public
Transit (IPT) options (forthcoming by Ola
Mobility Institute & CUTS International, 2022) to
increase accessibility to mass transit as well as
to create millions of job opportunities in urban
mobility (Randolph, Galperin & Khan, 2019).
Matrix 1: Types of Digital Livelihood, and
Where Platform Work Falls
Type &
Experience
of work
Global Reach Local Reach
Sales
Websites that
advertise and
sell handmade/
artisanal goods
etc.
e-commerce
platforms that
host home-
grown labels and
brands
Lower
complexity;
on-demand
services
Online microw-
ork platforms
like data entry,
survey adminis-
tration etc.
Location-based
platform services
like passenger
mobility, food
delivery
Higher
complexity;
scheduled
services
Online
freelancing
consultations
like design,
copy-editing,
creative, legal
and compliance
advisory
Location-based
staffing platforms
that require
on-site presence
like home
improvement,
wellness, logistics
Source: Adapted from World Economic Forum, 2020;
Caribou Digital 2020, ILO 2021, Ramachandran &
Raman, 2021
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
32 |
Technology Diffusion and Democratisation of Jobs
Matrix 1 shows a broad classification of
platform work based on locationality and
the skill spectrum that the workers inhabit.
This is a lucid classification of platform-based
work around the world and illustrates the
level of complexity of tasks and the mode of
work being done. In much of the developing
world, the type of work described under
“online microtasking” found rapid uptake as
well as mass adoption. India is one of the
early adopters of information labour
12
, due to
massive outsourcing from capital-intensive
countries. Indian workers, as well as those
from the Philippines or parts of Africa, are
no strangers to piecemeal IT-based tasks,
undertaken in a freelance fashion or on a
contract with an incorporated KPO (Graham,
Hjorth & Lehdonvirta, 2017; Graham et al, 2017).
While online freelancing has gained popularity
in recent years, platform companies that
have the highest visibility and the most
direct impact on city life are those that fall
under location-based staffing & services.
These services involve many e-commerce
companies that provide livelihoods to millions
of individuals, who in turn, serve several
millions more by delivering goods, assisting
in household tasks or by providing mobility
services (Ramachandran & Raman, 2021).
BRICS & the Gig-Platform
Economy
Issue Paper on “Gig and Platform Work-
ers: Role in Labour Markets” Prepared for
the BRICS EmploymentWorking Group
under the Indian Presidency April 2021
The issue paper provides an overview of
platform work in the BRICS countries.
12 Labour provided by ‘knowledge workers’, i.e.
employees of Business Process and Knowledge
Process Outsourcing of the early 2000s
It presents estimates of the number of
platforms in the BRICs countries, the
funding or investments in these platforms
and revenue generated by them over
the past decade. The issue paper also
examines opportunities and challenges
related to platform workers and regulatory
steps initiated by the BRICS countries to
protect the platform workers.
In BRICS countries, the number of
platforms has grown from 19 to 127 in
the past decade, and represents 16%
of the platforms operating around
the world in 2021.
Within the BRICS countries, the
concentration of the number of
platforms is the highest in India (49%),
followed by Brazil (20%), China (16%),
Russia (12%) and South Africa (4%).
Across sectors, the number of
platforms in the delivery sector is the
highest (80), followed by online web-
based platforms (30), taxi sector (15)
and there are 2 hybrid platforms in
BRICS countries, which provide varied
types of services.
The global distribution of investments
in digital labour platforms is skewed,
with 96% of the investments
concentrated in Asia (US$57 billion),
North America (US$46 billion) and
Europe (US$12 billion) compared to
4% going to Latin America, Africa and
the Arab States (Figure 2a).
In comparison, the investments to
the BRICS countries comprises about
32% of the global investments (US$39
billion), from which 73% (US$29 billion)
are concentrated in China, followed by
21% (US$8 billion) in India, while the
share in other BRICS countries is less
than 5% .
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Technology Diffusion and Democratisation of Jobs
| 33
Digital technologies have also led to
new outsourcing models through
digital labour platforms with a large
proportion of work originating from
countries in the Global North like
Australia, Canada, Germany, New
Zealand, the United Kingdom and the
United States is performed by workers
in developing countries, particularly
from India, which accounts for almost
20% of the total market, followed by
the Philippines and Ukraine.
The BRICS countries constitute
about 45% of the world’s workforce
and there has been a huge surge
in demand for platform activities in
these countries.
The principal advantages to working
on digital labour platforms, especially
online web-based platforms, are
the flexibility it provides to workers
to choose the place and time to
work, which is quite beneficial for
workers with disabilities or care
responsibilities.
Platforms also have the potential
to allow women to enter male
dominated sectors. For instance, in
India, platforms such as Ola and Uber
specifically assist the on-boarding of
women as driver-partners in their
service.
Working conditions on digital
platforms are largely regulated by the
terms of service agreements. They
tend to characterise the contractual
relationship between the platform
owner and worker as other than one
of employment. As a result, platform
workers cannot access many of
the workplace protections and
entitlements.
Growth of business and in labour
platforms has to be balanced with
ensuring workers’ well-being along
with decent working conditions and
earnings through coherent, consistent
and coordinated international effort.
BRICS LABOUR AND
EMPLOYMENT MINISTERS’
DECLARATION
July, 2021
New Delhi
The BRICS Labour and Employment
Ministers’ Declaration under Indian
Presidency focuses on four key pillars
of labour and employment policies:
Promoting Social Security Agreements
amongst BRICS Nations; Formalisation of
Labour Markers ; Participation of Women
in the Labour Force; and Gig and Platform
Workers: Role in the Labour Market.
In order to achieve progress in concluding
social security agreements, the declaration
takes into account the International Labour
Organization’s (ILO) labour standards
which provide guidance on decent labour
migration conditions.
“Building on previous Declarations of BRICS
Summits and Labour and Employment
Ministers’ Meetings (LEMM), the
Conclusions of the Recurrent Discussion on
Social Protection (Social Security) adopted
by the International Labour Conference in
2021 and with the support of ILO and ISSA,
we are committed to deepening social
security cooperation among our countries.
We resolve to carry out exchange of
information among BRICS countries on
employment and social security for cross-
border labour flows and initiate social
security agreements between BRICS
nations with a reasonable timeframe.”
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
34 |
Technology Diffusion and Democratisation of Jobs
Recommendations of the Labour &
Employment Ministers Declaration
in the context of Gig and Platform
Workers
Digital labour platforms are a
distinctive part of the digital
economy. These platforms have
created unprecedented opportunities
for businesses, society and workers,
but at the same time, presented
challenges relating to working
conditions, social protection, the
regularity of work and incomes.
We reaffirm our commitment
to support the development of
the digital economy, including
digital delivery of services, while
acknowledging the role of digital
platforms in providing resilience to
national economies in the face of
crisis such as Covid-19.
We acknowledge the positive impact
of digital platforms in facilitation of
job creation, entrepreneurship and
development of micro and small
businesses, and in providing livelihood
opportunities for disadvantaged
groups, including women, and
Persons with Disabilities (PwDs).
We will strive to leverage the
opportunities and overcome the
challenges emerging from the rise
of digital labour platforms, to ensure
sustainable enterprise development
and decent work for all, and to work
towards achievement of the United
Nations Sustainable Development
Goals.
Ministry of Labour & Employment, Government of
India
3.4.  CHALLENGES FOR
WORKERS IN THE GIG &
PLATFORM SECTOR
Before large-scale evidence on the challenges
faced by workers in the gig and platform
sector in India is presented, it is important
to note the different criticisms the platform
economy is facing globally.
One issue often highlighted by studies
primarily on platformization of mobility around
the world is the algorithmic control of platform
labour by digital platforms. Notwithstanding
the improvements to efficiencies algorithms
engender, platform algorithms have come
under critical review for compromising quality
of work, and dignity of labour. Platforms
are criticised for having opaque algorithms,
imposing excessive control over their
workers through “ratings-based reputation
systems”, assigning “disproportionate power
to customers over workers, and causing
significant risk to workers who are unfairly
penalised based on customer feedback. On
the one hand, algorithmic management
raises the larger debate on privacy, data
protection, and cybersecurity. On the other,
the opacity of algorithms spotlights the power
asymmetry or imbalances between platforms
and platform workers. Studies have pointed to
the weakening of the platform worker agency
due to such algorithmic management and
power imbalances, giving rise to emotional
labour of platform workers and biases.
Emotional labour pertains to the worker
socialising with the customer, stemming
from the need to appease a customer with
the objective of securing a high rating. The
current approach by platforms is criticised
for bringing bias in ratings, and distorting
worker rights. Platforms are also censured
for classifying or rather misclassifying workers
as independent contractors, thereby denying
them of their due access to social security
benefits or their entitlement of collective
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Technology Diffusion and Democratisation of Jobs
| 35
bargaining. Informalisation of the economy,
and precariousness of work are growing
concerns in the world of platforms. Long
hours on the platforms, decreasing incentives
and low earnings, and the reproduction of
exploitative work practices and structural
inequities of the unorganised-informal
economy within the platform economy are
other red flags raised globally (Sehrawat et
al., 2021; Davidov, 2016; Slee (2016); Ahmed et
al, 2016; Stefano, 2016, Fan, et al, 2020; Glöss,
McGregor & Brown, 2016; Hanrahan et al,
2015; Hodges, 2020; Fairwork India, 2021; Isaac,
2014; Kasera & Bidwell, 2016; Kittur et al, 2013;
Kumar, Jafarinaimi & Morshed, 2018; Lee et al,
2015; Lustig et al, 2020; Ma et al, 2018; Martin
et al, 2014; Means & Seiner, 2015; Purdy, 2017;
Raval & Dourish, 2016; Rogers, 2015; Rosenblat
& Stark, 2016; Shapiro, 2018; Srija & Shirke, 2014;
Wilson, 2015; Rest of World, 2021; ISST, n.d.).
3.4.1.Challenges faced by Gig &
Platform Workers: India
Issues of Accessibility
Even though the gig economy, with the
wide variety of employment options it offers,
is accessible to all those who are willing to
engage in such employment, access to
internet services and digital technology can
be a restrictive factor. This is particularly true
for those residing in rural and remote areas.
This has made the gig economy, largely an
urban phenomenon (IWWAGE 2020). This
also implies that platforms that require in-
person services may be accessible more to
urban men and women or to those rural men
and women who are either willing to migrate
or to commute from their rural residence to
a town or a city on a regular basis.
Job and Income Insecurity
As in other parts of the world, platform
workers in India are predominantly paid
a piece rate (i.e.per task), are typically
classified by the platforms as “independent
contractors,” or as “driver/delivery partners.
As a result, workers do not benefit from
labour regulations pertaining to wages, hours,
working conditions, and the right to collective
bargaining (Fairwork 2020). Fairwork Report
2021 points out that a prominent issue with
work on digital platforms is employment
status, as most workers are not classified as
employees with income security and social
protection. As a result of such classification,
many lack labour and income security, and
work based identity.
Occupational Safety and Health Risks
Studies have reported that workers engaged
in employment with the digital platforms,
particularly, women workers in the app-
based taxi and delivery sectors, face various
occupational safety and health risks. ILO global
surveys on freelance platforms reveal that
workers in the app-based taxi and delivery
sectors, particularly women, also face several
occupational safety and health risks. About
83 per cent of workers engaged in the app-
based taxi sector and 89 per cent in the app-
based delivery sector reported having safety
concerns about their work, often relating to
road safety, theft and physical assault. In the
app-based delivery sector, a particularly high
proportion of respondents from India, Mexico
and Morocco (predominantly male, as few
women are present in the sector in these
countries) reported facing discrimination or
harassment (ILO 2021).
Skills Mismatch
Varying degrees of vertical and horizontal
skills mismatch can be observed on online
web-based platforms. According to ILO
surveys, workers with higher educational
achievements are not necessarily finding
work commensurate with their skills.
Many respondents on online web-based
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
36 |
Technology Diffusion and Democratisation of Jobs
platforms reported that they have more skills
than demanded for the tasks, with small
differences by sex. The skills mismatch is quite
pronounced for those engaged on microtask
platforms, where many (57 per cent) have a
university degree, of whom a majority have
a specialization in STEM (science, technology,
engineering and medicine), but undertake
tasks such as responding to surveys and
experiments, content access, data collection
and so on, which tend to require few or
no specific skills. On freelance platforms, a
sizeable proportion of respondents (29 per
cent) reported that they had more skills
than were demanded for the task. A higher
proportion of women (68 per cent) than men
(59 per cent) reported that their skills were a
good match. On competitive programming
platforms, an overwhelming majority of
respondents (77 per cent) reported that
their skills were adequate for doing well on
the platform. The need for more technical
training was prominent among respondents
on web-based platforms in China (54 per
cent) and Ukraine (33 per cent). Horizontal
skills mismatch was particularly prevalent in
developing countries (ILO 2021).
ILO surveys also found that a sizeable
proportion of workers engaged in the app-
based taxi and delivery sectors have high
educational levels, including women and
young people. Even though these sectors are
often considered to be low-skilled, 24 and 21
per cent of app-based taxi drivers and delivery
workers respectively are highly educated.
These proportions are lower in the traditional
sectors. In countries such as Chile and India, a
considerably higher proportion of app-based
taxi drivers and delivery workers were found
to be highly educated compared to those in
the traditional sectors. Even though fewer
women engage in the app-based taxi and
delivery sectors, a higher proportion of them
were found to be highly educated (42 and 29
per cent respectively) compared to men (24
and 20 per cent respectively). Younger app-
based taxi drivers and delivery workers (18
– 24 years) were highly educated (24 and 17
per cent respectively) compared to workers
in the traditional sectors (12 and 4 per cent
respectively). This reflects the challenges in
the context of youth employment, where
young people often find themselves engaged
in poor employment opportunities while
looking for possibilities to earn an income
(ILO WESO 2021). Skills mismatch then, also
appears to be an issue that may need to be
addressed, also from the gender perspective,
in the gig and platforms sector.
Challenges faced due to Terms of Contract,
Weak Collectivization
Working conditions on digital platforms are
largely regulated by the terms of service
agreements. They tend to characterize
the contractual relationship between the
platform owner and worker as other than one
of employment. Platform workers are termed
as “independent contractors”. As a result,
platform workers cannot access many of
the workplace protections and entitlements
(ILO2018b).
The organisation of work through digital
platforms where workers seldom meet or
get together makes it difficult for them to
form associations for collective bargaining
(De Stefano 2015, Graham & Woodcock, 2018).
Fairwork India Report notes that despite the
rise in gig worker collectivisation in India,
none of the platforms studied expressed a
willingness to recognise a collective body of
workers (Fairwork 2021). Weak collectivization
constrains the ability of workers to negotiate
with the platforms to settle disputes and
redress grievances.
A 2021 qualitative investigation of the impact
of a ride hailing platform on its drivers in India
is revealing. This study frames itself in the
Indian context, and rightfully so – noting that
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Technology Diffusion and Democratisation of Jobs
| 37
India’s transport and infrastructural conditions
vary significantly from the global North. The
study finds that drivers from the largely
traditional taxi and informal labour sectors
have been transitioning to platform-based
driving, motivated by flexibility of labour and
opportunity to augment incomes, hitherto
unavailable in their former employment
(Sehrawat et al, 2021). The study also posits
that platformization ushers employment and
wage stability despite the lack of employee
status (ibid). Lastly, the study – employing a
human-computer interface (HCI) approach,
finds that ride-hailing platforms can be
conceptualised as shaping and being shaped
by driver’s agency in their everyday work (ibid).
3.5.  EXPANDING PLATFORM
EFFICIENCY ACROSS THE
ECONOMY
The platform economy has tremendous
potential to unlock jobs in the millions while
leveraging technology and innovation to drive
social and financial inclusion.
This is true around the world. In the US
for instance, the gig economy is found to
serve as an income supplement and as
insurance against entrepreneurial-related
income volatility (Barrios, Hochberg & Yi,
2020). The introduction of gig opportunities is
associated with an approximate 5% increase
in the number of new business registrations
in the local area, and a correspondingly-
sized increase in small business lending to
newly registered businesses (ibid). Studies
have further found that the increase in
entrepreneurial entry is larger in regions
with lower average income and higher credit
constraints, as well as in locations with higher
ex ante economic uncertainty regarding
future wage levels and wage growth (ibid).
Undoubtedly, there is a crucial need to
acknowledge the need for and platforms’ role
in promoting creative micro entrepreneurship:
asset ownership and financialisation are two
key components of this shift (Ramachandran,
Singh & Narain, 2021). Micro entrepreneurship
has long been the cornerstone of the Indian
economy, but productivity in this form of
work has often been the subject of much
debate and scrutiny, mainly because of
the fact that formal financial institutions
and systems of accounting have not made
their way to these small scale enterprises.
Through the platform economy, formal
credit can be accessed through a variety of
means including small ticket non-banking
lenders, as well as raising asset ownership
(such as a vehicle or real estate) for operation
through the platform (through a ride hailing
or renting service). This has the potential for
transforming the asset monetisation scope
of Indian households which remains highly
illiquid and pitifully inadequate to meet the
needs of a burgeoning youth population (RBI,
2017).
Thus, closer home in India, digitalisation of
work is also a moment of “formalisation” in the
largely informal Indian economy. Formalising
refers to (a) financial aspect of a business
such as paying tax or filing paperwork with
regularity, or (b) conditions of work and the
status of workers affiliated with said type of
business (Sehrawat et al, 2021). Using the
approach of measuring the proportion of
businesses of all sizes paying taxes and filing
returns, the October economic outlook from
the State Bank of India (2021) draws a direct
line between digitalisation and “formalisation”
through the emergence of the platform
economy and specifically, with the prevalence
of gig jobs. The estimate goes on to state that
the informal economy is possibly at 15-20% of
formal GDP, down from 52% in FY2018 (ibid).
While the connection between formalisation
and digitalisation is palpable, the line may not
be straight between formalisation and gig
work. Formalisation of jobs (not the economy)
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
38 |
Technology Diffusion and Democratisation of Jobs
entails the expansion of social security cover
for jobs, hence requiring a greater effort at
addressing the needs of workers at the level
of job security and work rewards.
The e-SHRAM portal set up to enumerate
workers of the unorganised sector, with
specific reference to the needs of the migrant
workers in sectors like construction and other
urban sectors, is a landmark effort. This will be
the largest such undertaking in the history of
India and has the potential to render a strong
data backend as the process is digitised
from the first step, relying on a network of
Common Service Centres (CSC) to assist
those workers that are not digitally adept to
enroll themselves. Regardless, this portal can
serve as the gateway to a number of targeted
interventions to deliver social security to the
masses. This, along with the developments
under the Code on Social Security (CoSS),
whereby different forms of work have been
recognised outside the traditional employer-
employee relationship (viz. gig work and
its sub-type, platform work), makes for the
comprehensive reform desired in this space
for many years now. See Chapters 6 and 7
for a deeper understanding of labour welfare
and governance in the 21
st
century.
Some of the practices in the platform
economy that can be emulated elsewhere for
the benefit of the wider economy cut across
themes of work access, payment transparency
and ease, as well as tech reliability in fulfilling
the services end to end. These are all pointers
that can be adapted as a playbook of sorts to
induce platform efficiency in operations and
jobs across the economy, and therefore merit
some detailed analysis, as given below.
3.5.1.Delineation of Job Role and
Professionalisation of Blue-
collar Work
The huge difference between platform-
mediated jobs and those in the wider
unorganised economy entails the definition
of the job itself; the driver-partner of a ride-
hailing service is strictly expected to run
a business of providing rides and is not
expected to perform any other allied services
like running errands on behalf of the client.
Similarly, an aesthetician providing services at
home has a pre-agreed list of jobs for which
she is prepared and her time is budgeted;
anything extra is reportable and payable as
extra work. This is a marked departure from
practices in the prevailing non-digitalised
economy (Sehrawat et al, 2021). The payment
shown upfront to the client is conditional on
the delivery of the requested services, and
service quality is hence standardised and
assured. To the worker, the payment is assured
and commensurate with the expected time
inputted, thereby increasing the efficiency
of time utilisation vis-à-vis the conventional
economy. This is a huge shift in work practices
and helps the wider professionalisation of
many roles in the services economy. Given
the ballooning of India’s services sector across
the skill spectrum, this is a desirable trend.
3.5.2.Low Entry Barriers, Non-dis-
crimination, and Democrati-
sation of Jobs
Social factors of caste, religion and gender
may have implications for workers’ access to
employment opportunities, particularly in the
unorganised sector in India. Social networks
play an important role in finding jobs, making
up the social capital that workers from rural
areas can leverage upon their migration to
cities. These networks help in settling into a
new place, assist in finding work, and even
propel one’s advancement in the city; Tarini
Bedi (2016) explores the relationship between
community, livelihoods and identity in more
detail, and establishes the inextricable link
between the migrant and the rural roots,
jobs and socio-economic groups and how
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Technology Diffusion and Democratisation of Jobs
| 39
these livelihoods and incomes are often at
odds with the project of modernising Indian
cities. However, the experienced of jobs not
only makes jobs more accessible, it also helps
break the cyclical nexus of poor earnings
forcing more members of the same family
(and the same community/ regional origin)
taking up the same line of work to find some
source of income.
Due to their low-entry barriers and flexibility
and choice of labour, platforms catalyse
the heightened participation of women
and Persons with Disabilities (PwDs) in the
economy, as can be seen from evidence
presented in Chapter 5. Platform companies
have in place efficient mechanisms for skill
matching. To this end, platform companies
have also undertaken many skilling initiatives
in partnership with governments and
otherwise, contributing to democratisation
of jobs and increasing business opportunities
by using digital outreach modes (Pant, n.d.
& Mathur, 2019). The Code on Social Security
2020 has recognised this important shift
in the changing nature of work through
platformization.
3.5.3.Platform Services, Geo-
graphical Availability, and
Hinterlands Rejuvenation
Some 300 cities of varying sizes in India are
serviced by various platforms operating across
sectors like ride-hailing, home-based services,
food/ grocery/ medicine delivery, logistics
fulfilment and e-commerce, covering the
broad ambit of urban services, and making
mobility of workers and clients across markets
hassle-free. A plumber finding work in
Mumbai and Jaipur with the same ease is no
simple feat and is a different experience from
before the platforms took over such services;
similarly the same mobile app providing a
medicine delivery service across different
cities is a convenience that customers could
not have experienced in the past, which
would have required prior knowledge of the
cities and local connections that would point
in the right direction for their needs. This
discoverability of services, and hence work, is a
unique contribution of the platform economy
to the hinterlands rejuvenation project, as
it created livelihoods and better customer
experiences, regardless of city sizes, thereby
fulfilling broader development goals.
3.5.4.Technological Diffusion, Re-
liability and Network Effect
of Services
While urban services have always been in
demand, the unreliability and unassured
quality of services has always been a stickler
point for this sector. The technological
intervention in this space has contributed
to the uptick in demand, and hence the
earnings opportunities associated with it; this
is predicated on the unprecedented level of
skill matching and tech-based job allocation
fulfilled in real time by platforms, thereby
eliminating the inefficiencies in these sectors.
The sharp uptick in smartphone usage and
widespread availability of mobile internet
have certainly pushed the uptake of these
services. Therefore through a combination
of tech diffusion and ability to scale, these
services have also improved over time as the
algorithms get better at geographical, skill
and preferences matching. This has rendered
favourable outcomes for all. This network
effect, unlike the traditional nexus networks,
can expedite the growth of the urban services
sector and expand their scope. This translates
to higher earnings and income opportunities,
and better consumption indices at the
macroeconomic level.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
40 |
Technology Diffusion and Democratisation of Jobs
3.6.  POLICY
RECOMMENDATIONS
The platform economy has changed the
nature of jobs, has disrupted traditional
notions of “employer” and “employee”, and
has introduced innovative, scalable ways to
achieve social and financial inclusion while
creating meaningful jobs that pay. Platform
work incorporates the regularity of formal
work, while assuring the flexibility of hours
and the certainty of good income to millions
of working families in India, thus meriting a
category of its own, and which has been duly
fulfilled by The Code on Social Security, 2020.
The fact that platform work in its current
format already offers the lowest entry barriers
and the highest hourly earning potential
compared to alternatives present in the
private sector – both formal and informal – is
noteworthy here.
Platform work has proven to be indispensable
to the functioning of cities, especially evident
during the lockdowns undertaken to fight
the transmission of Covid-19 (Raman &
Ramachandran, 2020b). The unique aspect
about online platforms is that they are asset-
light and operate off the dividends of a network
effect, implying that the services get better
with an increasing number of people signing
up to provide and receive them. This means
that there is ample room for workers to join
in the network, making platforms an engine
of job creation in the wider economy. Policy
should therefore encourage labour market
arrangements that facilitate innovation and
provide protection for workers, are efficient,
and promote sustainable, decent lives for
citizens. To this end, there are measures that
can be taken by the government.
A Platform India initiative built on the
pillars of Accelerating Platformization
by Simplification and Handholding,
Funding Support and Incentives, Skill
Development, and Social Financial
Inclusion may be started, like the
immensely successful Startup India
initiative.
3.6.1.Catalyse Platformization in
India
a. Platformization of all occupations and
industries must be catalysed.
i. As seen in Chapter 2, gig and
platform work is concentrated in as
many as 21 occupations
13
as listed
in the National Occupation for
2004 – ranging from professionals
in computers, architecture,
accounts and finance, etc. to motor
vehicle drivers
14
, travel attendants,
housekeeping workers, domestic
and related helpers, personal care
workers, street vendors, launderes,
cleaners, etc.
ii. Likewise, 15 industries – as enumer-
ated in the National Industrial
Classification – have the largest
concentration of platform work
or have the potential unlock
growth in gig and platform work.
13 See section 2.2.2
14 Today, any individual with access to a two-wheeler,
with or without a commercial permit, can deliver
packages, food, groceries, medicines etc., in the digital
hyperlocal economy. Such individuals are different
from the traditional motor vehicle drivers who drive
vehicles with commercial permits alone. Thus, many
of these traditional occupational categories need to
be expanded and/ or redefined.
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Technology Diffusion and Democratisation of Jobs
| 41
These industries range from
manufacturing, electricity, water
supply, construction, and retail
trade to transport and storage,
accommodation and food services,
information and communication,
financial and insurance services,
real estate, administration, other
education, educational support,
residential care, and repair of
computers and personal and
household goods.
iii. In the aforementioned occupations
and industries, it must be easy for
both business owners and individual
workers to enter the platform
economy, and grow and thrive in it.
1. For instance, the Prime Minister
Street Vendor AtmaNirbhar
Nidhi Yojana (PM SVANidhi
Scheme) provides credit
support and business revamp
for street vendors and small
food salespeople. Street vendors
are also being digitally upskilled
and onboarded to platforms
15
.
On the lines of this initiative, self-
employed individuals engaged
in the business of selling regional
and rural cuisine, street food etc.
may be linked to platforms so
that they can sell their produce
to wider markets in towns and
cities.
b. Promote entrepreneurship, and ensure
ease of starting and doing business in
the platform economy.
i. There is an urgent need to take a
light-touch regulatory approach to
governing and promoting platform
businesses in India. The multiplicity
of policies and rules and regulations
15 See more in Section 4.3.1. In Chapter 4
as seen today not only needs to
be simplified and streamlined,
but any licensing requirements
for aggregators too should be
reconsidered.
Regulatory Framework for
Platforms
Currently, e-commerce platforms and
online aggregators of goods and services
are registered first under the Companies
Act, 2013, and are regulated as technology
companies under the Information
Technology Act, 2000, under the Ministry
of Electronics and Information Technology.
Empowered by the Consumer Protection
Act, 2019, the Ministry of Consumer Affairs,
Food and Public Distribution notified the
Consumer Protection (E-Commerce) Rules
in 2020, thereby making online retailers
more accountable and their businesses
more transparent. The 2020 Rules were
amended in 2021. It is further expected
that the Department for Promotion of
Industry and Internal Trade (DPIIT) under
the Ministry of Commerce will release a
comprehensive draft e-commerce policy
in 2022, with the Ministry of Consumer
Affairs, Food and Public Distribution
simultaneously releasing its revised
e-commerce rules to protect consumer
interest. These revised versions of the
e-commerce policy and rules are expected
to spell out comprehensive guidelines for
all online transactions, covering all digital
commerce and service providers, including
marketplaces, ride-hailing companies,
ticketing and payment companies, etc.
Due to the cross-cutting nature of digital
businesses, e-commerce platforms and
online aggregators have to register under
a slew of laws in India. These range from
the ones listed above as well as the Income
Tax Act, 1961, Central and State Goods and
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Technology Diffusion and Democratisation of Jobs
Services Tax (GST) Acts, and policies and
rules governing industries like hotel and
homestay, road transport – passenger and
goods transport, food, pharmaceutical
etc. The latter include the Motor Vehicles
Act and Rules issued by the Ministry of
Road Transport and Highways as well as
Aggregator policies and rules by each of
the State and UT governments, Digital
Information Security in Healthcare Act,
2018 (the DISHA Bill), etc., among others.
These policies and rules therefore regulate
not just the underlying businesses like
homestay and hotels, passenger mobility,
food delivery, etc. but also the platform
businesses that are aggregating them.
Thus, online aggregators of goods and
services are required to get suitable licences
in their respective industries. More often
than not, the licence fee is determined
by the size of the platform, and this is a
problem. Since, platform workers have
a transient identity switching from one
platform to another and moving in and
out of the platform economy to pursue
agriculture, education or employment
elsewhere. The licence also comes with
a validity of a mere one year. The current
policies and rules also regulate the
nature of engagement among platforms,
workers, and customers by determining
pricing of goods and services for instance,
applicability of dynamic pricing as well as
discounts and incentives, service charge to
be levied on every transaction, number of
hours a worker puts into the platform etc.
Many of these reduce the competitiveness
of said industries, with sub-par services
getting offered to consumers ultimately.
Some of these regulations are also hard to
comply with. For instance, platform workers
work simultaneously and sequentially on
multiple platforms, rendering it impossible
for platform businesses to track the total
hours of work put in by the worker,
and accordingly limit the business or
remunerative opportunities provided to
them. Safety and health of the worker,
therefore, needs to be governed differently.
Likewise, platform workers own their own
assets from smartphones to vehicles and
in some cases, equipment. Expecting
these to be energy efficient or zero-
emission etc. can only be encouraged by
the platforms. Platforms cannot directly
comply with such rules because they do
not own the assets (goods or services)
they aggregate. This raises the larger
question around what the aggregator is
actually liable for, and how the law of the
land perceives aggregator liability. Non-
compliance usually results in the licence
of the platform business getting revoked.
This leads to direct loss of livelihood of
affiliated workers.
ii. All these well-intentioned regula-
tions to protect the interests of
consumers, workers, and businesses,
adversely affect the (digital) sharing
economy in India promoted by
online aggregators. Such imposed
regulatory costs drive up the cost
of goods and services, and not to
forget the cost of job creation. It also
renders the business of aggregating
expensive, thereby preventing many
micro, small, and medium enterprises
from starting up or continuing their
platform business.
iii. It is essential to promote micro-
entrepreneurial opportunities as
well, in line with India’s vision
for an Atmanirbhar Bharat. All
stakeholders from central and state
governments, to urban local bodies,
and financiers, etc. should leverage
digital platforms to promote micro-
entrepreneurship and lay the road
to inclusive economic growth.
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Technology Diffusion and Democratisation of Jobs
| 43
iv. The core advantage of the platform
economy is that platform businesses
are asset-light, and thus, platforms
of all sizes and shapes emerge. As
a result, India already witnesses the
booming of platform businesses
not just in the cities but in the
hinterlands as well. Minimum
compliance with maximum access
to finance, technology, know-how,
etc. would help create hundreds of
thousands of platform businesses all
across India.
c. Accelerate the platformization of the
mobility economy.
i. In the specific case of mobility
platforms, the government may
remove entry barriers and create a
level-playing field for all. Retain what
is core to the increasing popularity
of mobility platforms – the ability
of drivers to have flexible working
conditions and be an entrepreneur
in their own right.
ii. The central government (Ministry
of Road Transport and Highways
– MoRTH) has done away with the
requirement of commercial licences
to drive commercial vehicles (The
Hindu, 2018). In so doing, the
government effectively removed
the arbitrary one-year waiting period
in getting a commercial driving
licence, recognising that the waiting
period served little of the intended
purpose. Doing away with the need
for commercial licence would hugely
contribute to the initiation of women
and Persons with Disabilities (PwDs)
as drivers in the platform economy;
Women and PwDs can minimise
the waiting time between learning
and earning. The state governments
should, therefore, implement the no-
commercial licence rule uniformly
across the country.
iii. Ferrying of passengers for hire
may be permitted in all categories
ranging from two-wheelers (in the
form of bike taxis or bike-pool) and
three-wheelers (rickshaws, auto-
rickshaws), to four-wheelers (taxi-
cabs and carpool), and 10-12-seater
vehicles (mini-buses). While MoRTH
should issue guidelines on promoting
shared mobility, state governments
should notify the necessary rules
and regulations to legalise and
operationalise shared mobility, with
minimal barriers. The regulations
should focus on achieving the desired
and much-needed outcomes such as
(a)decongesting cities, (b) increasing
the usage of public transport by
using new-age shared mobility for
first- and last-mile connectivity, (c)
moving people away from private
vehicle ownership and usage, (d)
reducing pollution, and (e) improving
safety, accessibility, reliability and
affordability, all the while unlocking
millions of jobs for the masses.
Consider the case of bike taxis in India. Bike
taxis have the potential to become a highly
popular mode of commute and livelihood
choice, given how India is quintessentially
a two-wheeler country having 128 two-
wheelers per 1000 population, one in
two households owning a two-wheeler,
and over 80% of the automobiles sold
and 70% of the automobile registered
in India being two-wheelers (Raman,
2020; Ministry of Road Transport and
Highways, 2019). Bike taxis disincentivise
ownership and usage of private vehicles,
and incentivise the usage of public transit
by offering first and last-mile connectivity.
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Technology Diffusion and Democratisation of Jobs
Accordingly, the Central Motor Vehicles
Act legalised bike taxis in 2004. The Motor
Vehicles (Amendment) Act, 2019 allows for
the aggregation of all vehicles including
bikes. In this backdrop, even though over
15 States
16
and Union Territories such as
Gujarat, Haryana, Punjab, West Bengal,
Mizoram, Telangana, Madhya Pradesh
etc. have allowed operation of bike taxis,
several key states including Maharashtra,
Delhi, Tamil Nadu, etc. are yet to notify
rules on this front (Raman, 2020). Since
2021, Karnataka, on its part, is permitting
the operation of electric bike taxis, but is
silent on conventional bike taxi operations.
iv. Removing operational restrictions
such as high permit fee, past
experience, requirement of CCTVs
in vehicles, conservative floor on the
age of the vehicle, etc. might help
in ensuring that the mobility-based
livelihoods are not prohibitively
expensive for India’s youth to access.
v. Encourage the widespread adoption
of hyperlocal deliveries using
two-wheelers. Central and state
governments should issue necessary
guidelines for the same while also
promoting both passenger mobility
and hyperlocal deliveries using
the same vehicle, in an integrated
fashion. Referred to as Mobility-as-
a-Service, integrated mobility of this
kind is gaining momentum the world
over, and is a sustainable avenue for
platform workers to augment their
earnings.
16 States and Union Territories that have legalised bike
taxis (in alphabetical order): Andhra Pradesh, Bihar,
Chandigarh, Goa, Gujarat, Haryana, Jharkhand,
Madhya Pradesh, Meghalaya, Mizoram, Punjab,
Rajasthan, Telangana, Uttar Pradesh, and West
Bengal.
vi. Despite the All India Institute of
Medical Sciences certifying that
there exists little relationship
between hearing abilities and
driving a vehicle, the issuance of
licences to those hard of hearing
remains minimal (Ministry of Road
Transport and Highways, 2016).
Awareness creation and expansion of
licensing for Persons with Disabilities
(PwDs) is needed to increase their
employability.
vii. The government(s) may also create
supportive tax mechanisms to allow
platform drivers to report earnings
and be taxed fairly.
At present platform drivers have only
limited options to file Income Tax Returns
(ITR). For instance, under Section 44AD
presumptive income option (India.com
Business Desk, 2018), meant for those
running their own business. Recognising
platform workers as a separate worker
classification would thereby necessitate
their recognition under various ITR forms.
This would streamline the process of filing
taxes. Moreover, the central government
has recently revoked GST exemption on
app-based auto rides (TNIE, 2021). This
tax will lead to a rise in platform fares
and a corresponding drop in demand,
directly affecting the income of drivers.
Therefore, there is a need for supportive
tax mechanisms, designed to help the
platform economy grow.
d. Skilling, upskilling, and reskilling
programmes must all be aligned to
jobs of the 21
st
century, i.e. platform
jobs of today and tomorrow. See
detailed recommendations on Skilling
in Chapter 4.
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Technology Diffusion and Democratisation of Jobs
| 45
3.6.2.Unlock Financial Support for
Platform Businesses
a. Venture capital funding, grants and
loans from banks and other funding
agencies should be provided to platform
businesses of all sizes at the pre-revenue
and early-revenue stages. The central
and state governments along with the
Small Industries Development Bank of
India (SIDBI) as well as other banks in
the country should play an active role.
The existing and upcoming network
of State and Central government-run
Entrepreneurship Development Cells,
Entrepreneur ship Development Cells
in academic institutions, etc. should
all actively provide financial support to
platform businesses. Emphasis must
be placed on providing collateral-free
working capital funding, grants, and
loans to entrepreneurs starting platform
businesses. The financial support offered
by such institutions would allow early-
stage platforms to prove their business
model, gradually become sustainable,
and also attract private investments.
i. Today, the Prime Minister Street Ven-
dor AtmaNirbhar Nidhi Yojana (PM
SVANidhi Scheme) provides credit
support and business revamp for
street vendors and small food sales-
people. Under the scheme, street
vendors are being digitally upskilled
and onboarded to platform busi-
nesses
17
. Such programmes should
be designed for all occupations that
have and are expected to have high
concentration of platform business-
es and workforce.
b. Special impetus should be offered to
platforms managed by women and
Persons with Disabilities (PwDs).
17 See Section 4.3.1 in Chapter 4.
c. Likewise, special emphasis should be
offered to platform businesses started in
small cities, towns, and villages in India.
3.6.3.Accelerate Financial Inclu-
sion of Platform Workers
Steps should be taken to enhance platform
workers’ access to institutional credit.
a. For India to be able to fully benefit from
the shifting paradigms of mobility and
the resulting mobility economy, it must
eliminate cost barriers to the means of
livelihood. A major need in this regard is
to expand access to credit and achieve
financial inclusion, by having formal
lenders, i.e. banks, transition from asset-
based lending to cash flow-based lending.
Thus, unsecured loans to first-time
borrowers participating in the platform
economy may be classified as Priority
Sector Lending (PSL). Such a measure
would strengthen India’s complementary
financial inclusion programmes such as
MUDRA, and mainstream formal lending
to individuals leveraging platforms to
earn a living.
b. Today, lenders may utilise data available
with platforms to profile workers and
estimate their creditworthiness. New-age
companies, banks and micro-finance
institutions (MFIs) may, thus, develop
innovative products including loans
for individuals with intermittent but
predictable income, or tools for running
freelancer businesses.
i. The government and platforms can
leverage FinTech and InsurTech
businesses to provide benefits
tailored to platform workers and
improve financial inclusion. A host
of such businesses have sprung up
in the last five years in India with the
mandate of financial inclusion by
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Technology Diffusion and Democratisation of Jobs
providing micro-credit and micro-
insurance, such as Avail Finance,
Kosh or PerkFinance which operate
for the blue-collar market especially
(Singh, 2020a; Soni, 2019a). Such new-
age financial organisations enable
cash flow-based lending as against
asset-based lending to platform
workers. This new class of start-ups
has a market opportunity because
the existing traditional benefits
infrastructure is not currently set
up to meet the needs of individual
platform workers (Cannon, 2019).
As seen with businesses like Avail
Finance, such startups would
find it attractive to offer on an
aggregate basis, lower cost options
for healthcare, institutional credit,
insurance, and retirement savings
that individual platform workers
would not be able to access
themselves. Many platforms have
partnered with such players in order
to fulfill their workers’ credit needs.
The strategic partnership forged
between Ola and Avail Finance
is one such instance. Overall,
businesses that have optimised value
distribution in favour of marginalised
or underrepresented communities
may be further developed and scaled
through effective strategies. The
government can ease regulations
allowing the accelerated growth of
such financial businesses in India.
ii. NSDC can also facilitate
entrepreneurial loans to gig and
platform workers registered on the
Skill India Portal.
18
c. The platformization of everyday must go
hand-in-hand with the financialization
18 Inputs shared with NITI Aayog by MSDE (O.M. no.
MCRN-11/3/2022-O/0 JD (SNP) dated 26th May 2022
of everything. Formal credit access may
be provided to access a vehicular asset,
smartphone, and/ or to run the business
in the platform economy through design
of targeted programmes.
d. Additionally, a special emphasis must
be placed on access to formal credit for
women and Persons with Disabilities
(PwDs). Their access to microfinance has
increased over the years with initiatives
such as Micro Units Development &
Refinance Agency Limited (MUDRA).
Existing schemes like National Backward
Classes Finance & Development
Corporation’s Mahila Samriddhi Yojana
specifically target women. However,
these schemes are not enough. Civil
Society organisations, state, district
authorities, gram panchayats and local
financing institutions must work together
to mobilise and support women and
PwDs to gain access to credit, build their
own assets, which can subsequently be
monetised for livelihood creation through
platform work.
e. Therefore, in order to let the platform
economy – i.e. the economy of jobs
– really flourish, it is essential to also
enact policy reforms on the monetary
and fiscal fronts, such as access to
credit and finance for those associated
with platforms. This significant entry
barrier could be lifted once the norms
for lending are tweaked to fit micro-
entrepreneurs’ needs, as mentioned in
the latest stimulus package announced
by the Finance Minister, Government of
India (Government of India, 2020). The
state of Gujarat has already taken this a
step further and announced Atmanirbhar
Gujarat Sahay Yojna, through which loans
will be made available at 2% interest
rate to skilled workers and those falling
under the lower middle income category
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Technology Diffusion and Democratisation of Jobs
| 47
(Financial Express, 2020). Industry-
specific needs for each platform in terms
of market unlocks would also go a long
way in ensuring more work and better
services mediated through the platform.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Creating a Future-
Ready Labour
Force
4
India is the youngest country in the world,
with an average age of 29 years, and home
to a fifth of the world’s youth population
(Financial Express 2017, MEA 2021). Youth,
typically characterised as those between
ages of 15 and 24 years, make up a third of
our population (MoSPI, 2017) and therefore
have a strong role to play in the rebuilding
of the Indian economy. India has entered a 37
year-long demographic dividend, signalling
that its working age population has peaked
(Thakur, 2019). This bulge will last till 2055
and is an indicator of how there are far fewer
dependents than providers in the population.
This dividend, or the growth potential that
results from shifts in the nation’s age structure,
was the plank on which the Asian economies
and China based their phenomenal growth.
India’s digital future holds the promise to
leapfrog its economy to a 10 trillion dollar
one by 2030 (Bloomberg, 2019). The analyst
group Morgan Stanley predicted in their 2017
research that demographics, reforms and
globalisation contributed to the first phase of
growth, but digitalisation of financial services
and comprehensive fiscal and monetary
reforms can together propel this position
(Morgan Stanley, 2017). Combined with the
promise of the digital and the force of a young
population, India stands to gain much in the
developmental path of the next decade.
48 |
Creating a Future-Ready Labour Force
Creating a Future-Ready Labour Force
| 49
4.1.  THE PRESENT TRAINING
ECOSYSTEM AND RECENT
POLICY INITIATIVES
India has made significant strides in secondary
education outcomes and more Indians are
attending college at unprecedented levels.
The Indian Higher Education system is the
third largest in the world next only to the US
and China
19
. The sector has seen phenomenal
growth. In the last decade alone, the overall
Gross Enrolment Ratio (GER) increased from
15% in 2009-10 to 26.3% in 2018-19. The number
of students enrolled has increased from 20
million to 37 million (an increase of 85%) in
the same period. The number of universities
and colleges has increased by 127% and 54%
respectively to 993 Universities and 39,931
colleges in the last decade (AISHE 2019).
In order to productively employ the large
proportion of youth, skill training initiatives
have also been a priority for the Government.
The first National Policy on Skill Development
was notified in 2009. The shifts in the skilling
ecosystem and the experience gained
through implementation of various skill
development programmes in the country,
led to an imminent need to revisit the 2009
policy (PIB 2020). The new National Policy on
Skill Development and Entrepreneurship was,
thus, notified on July 15, 2015 to replace the
2009 policy. While addressing the numerous
shifts in the ecosystem, the 2015 policy made
a pertinent observation on the poor regard for
skilling in India back in 2015 among various
quarters and how that needed to be urgently
overhauled.
“One of the major challenges in the country
today is public perception on skilling, which
is viewed as the last option meant for those
who have not been able to progress/opted out
of the formal academic system. A number of
factors are responsible for this state of affairs:
19 India’s Country Summary of Higher Education, World
Bank
Social and traditional view that sees
status as being inversely proportional
to the degree to which one works
with one’s hands. This can also be
attributed to primeval and archaic
ethos which compartmentalized
the skilling landscape for several
hundred years. This unfortunate
legacy has no moral, ethical and
constitutional sanction in free India.
Nonetheless, this gets at times
manifested in norms, attitudes and
societal behavior.
The proclivity of large sections of
industry especially in the micro,
small and medium sectors to treat
skilled and unskilled persons at par,
thereby depriving skilling of any
meaningful economic incentive.
Most of the vocational training
programmes are not aligned to
the requirements of the industry.
As a result of the above, a
piquant situation exists in the
country wherein unemployment
continues to coexist with lack of
requisite number of skilled people
at functional level to build roads
and bridges, lay pipelines, work in
factories, engage in offshore drilling,
build ships etc.” (Ministry of Skill
Development and Entrepreneurship,
2015)
The National Policy on Skill Development
and Entrepreneurship 2015, therefore, aims to
provide an umbrella framework for all skilling
activities being carried out within the country,
to align them to common standards and link
skilling with demand centres. A key objective
of this policy is to address the challenge of
skilling at scale with speed, standard (quality)
and sustainability. The policy also seeks to
coordinate and strengthen factors essential
for growth of entrepreneurship across the
country (ibid).
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Creating a Future-Ready Labour Force
In order to provide a strong institutional
framework to implement and scale skill
development efforts across the country,
the Ministry of Skill Development &
Entrepreneurship (MSDE) was formed in 2014
and the National Skill Development Mission
(NSDM) – also referred to as the Skill India
Mission – was launched on July 15, 2015.
Under the Skill India Mission, about 20
Central Ministries and Departments including
the Ministry of Skill Development and
Entrepreneurship (MSDE) are involved in the
implementation of more than 40 schemes
for various skill development programmes
for youth across the country. Long-term skill
training is provided through the Industrial
Training Institutes that number around
15,000 (Government & Private ITIs). Flagship
skill training programmes of the Government
of India, Pradhan Mantri Kaushal Vikas Yojana
(PMKVY), and Deen Dayal Upadhyay Gramin
Kaushalya Yojana provide short-term training
to youth in various trades and job-roles.
As a part of the “Transformation of Aspirational
Districts” programme, spearheaded by NITI
Aayog and launched in 2018, there has been
a special focus on skill training of youth in
112 Aspirational Districts, including those
from vulnerable and marginalised sections
of society, with various stakeholders and
agencies coming forward to empower youth
in aspirational districts.
4.2.  THE NEED AND
OPPORTUNITY FOR SKILL
DEVELOPMENT IN THE
PLATFORM ECONOMY
In India, the gap in skilling initiatives
is emblematic of a soon-to-be-missed
opportunity (Shukla, Shree & Rani, 2017). This
means that the youth in the country need to
be trained in some skill or the other today, so
as to remain productive. In this direction, the
government’s efforts in skilling and enabling
entrepreneurialism is of immense importance
(Sharma, 2019).
It is crucial to acknowledge here the fact that
a third of India’s workforce is composed of the
millennials, who are aged 25-40 years now
(Bijapurkar, 2019). Millennials are also the first
generation who encountered the digitalised
reality and the potential of a workplace
mediated online, given the slew of changes
that took place around their entry to the
workforce. Therefore, skilling efforts have to be
designed with the dual needs of millennials
and the post-millennials in mind, catering to
the latter’s needs urgently.
Importantly, both of these groups are also
similarly adept at navigating technology in
an unprecedented way, and overwhelmingly
access the internet through their mobile
devices (Mitter, 2020). Tech-driven disruption
has occurred in almost every sector of the
world economy, primarily through a supply-
aggregation model; nested under the
larger ambit of the “sharing economy”, and
supported by emergent technologies like
blockchain or Internet of Things (IoT). This
means that the younger workforce at large
requires advanced knowledge and skills for
a digital age, which includes proficiency in
leveraging online means (Osborn, 2020).
Given the quick diffusion of technology in
platform-work, especially in the mobility
economy, this should be turned into an
opportunity and suitable avenues of skilling
need to be identified. This is an industry-
agnostic concern and any initiatives in this
direction must recognise the importance of
impacting the entire value chain of a business
model.
Most new technologies, especially the digital
kind, require the acquisition of specialised
skills, while platform technologies, on the
other hand, tap into skill sets developed for
performing simple smartphone-based tasks.
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Creating a Future-Ready Labour Force
| 51
This has opened up the platform economy
to over 44.7% of the workforce, who have
acquired smartphone skills in recent years
(MoSPI, 2017). This presents an unprecedented
opportunity, especially for the younger section
of the workforce.
4.3.  PLATFORM-LED SKILLING
AS A GROWTH MODEL
In many instances, the platform companies
which provide earning opportunities for those
associated with them take considerable steps
in skilling these workers as well. This is to
assure uniform standards in quality of service
and to gain repeat business through the
app itself, while also achieving upskilling of
workers in an otherwise highly unorganised
labour economy.
Some of the initiatives in this direction are
helmed by platform companies that have
tied up with the National Skill Development
Corporation (NSDC) to upskill blue-collar
workers at scale. This is crucial given the
smart city aspirations of many urban centres
in India, and such Recognition of Prior
Learning (RPL) and certification of upskilling
signals the potential for workers to build the
smart cities of tomorrow (Osborn, 2020). This
tie-up is set to benefit various sectors such as
beauty & wellness, plumbing, carpentry and
other home improvement works, as well as
servicing and repair, by creating a technology
and skill mediated career progression.
Strategic partnerships between ride-hailing
platform companies and NSDC are aimed
to achieve upskilling in the mobility industry
by creating good quality self-employment
(Chopra, 2016). The constellation of partners
assembled here encompasses all the actors in
the mobility ecosystem, including financiers,
car manufacturers and insurers. Added to
the in-house technology capabilities, this
wholesome ecosystem also facilitates the
formalisation of an unstructured market and
affords many opportunities to upskill workers.
This is especially important when it comes
to addressing the skills mismatch that is
prevalent in the Indian economy.
Pursuing employer-led models of job creation
have gathered attention from industry
associations and have proven to be successful
(FICCI, 2017). By creating jobs for people along
with avenues for skilling, these strategies allow
for output generation even while the workers
are being trained. Additionally, due to the
technology interface, it is possible to skill real
time and do it iteratively. Most importantly,
this platform-led model also mainstreams
revenue generation and fills a data lacuna in
our understanding of value addition in these
economic activities undertaken by micro-
entrepreneurs.
Lastly, India’s huge informal labour market
also stands to benefit from a restructuring
due to the platformization of skilling and jobs.
Several initiatives by e-commerce and platform
companies aim at gender, disability and other
marginalisation- inclusivity of such a diverse
workforce while simultaneously bringing
more informal workers under the fold of an
economy of jobs which offers better incomes
and experience of work. By combining income
generation, gainful self-employment and
new forms of social protection, technology
platforms have the potential to create a better
working environment for all.
4.3.1.Case Study: Partnerships
between Street Vendors
& Platforms through PM
SVANidhi
In June 2020, the Government of India
initiated the scheme, “PM Street Vendor
AtmaNirbhar Nidhi Yojana” (PM SVANidhi
Scheme) by which street vendors and small
food salespeople would be recognised
for credit support and business revamp,
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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Creating a Future-Ready Labour Force
given the effect of the pandemic on
people’s eating out and hygiene habits.
Through this scheme, street vendors
could also partner with digital platforms
to facilitate delivery of their food wares.
Under this, platforms like Zomato and
Swiggy have signed an MoU (PIB, 2021a)
with the Ministry of Housing and Urban
Affairs (MoHUA) to facilitate the upskilling
and platform-onboarding of street food
vendors on their food-tech platforms.
This move was intended as a boost to
the traditional street food vending sector
which had been affected due to the
lockdowns announced to combat the
spread of Covid-19. Such contact-intensive
jobs, performed usually by marginalised
groups, need an urgent revival and the
platform economy is able to fill the gap
without disrupting traditional skill markets.
This is a necessary match; most new
technologies, especially the digital kind,
require the acquisition of specialised
skills, while platform technologies, on the
other hand, tap into skill sets developed
for performing simple smartphone-based
tasks. This presents an unprecedented
opportunity, especially for the younger
section of the workforce, even as we
translate extant skills such as food vending
into the digital realm.
4.4.  POLICY
RECOMMENDATIONS
Since 2015, with the launch of the Skill India
campaign (or National Skills Development
Mission of India), there is an increasing
emphasis on training the labour force in future-
ready and industry-ready skills while factoring
in the needs and aspirations of India’s youth,
and challenges and opportunities existing in
the ecosystem.
4.4.1.Catalyse Platform-led Trans-
formational Skilling Leading
to Horizontal and Vertical
Mobility
Platforms can play an important role in not only
recognising prior skills but also in imparting
skills through in-person and virtual training
programmes to their platform partners to
hone soft-skills, communication, and financial
literacy and proficiency. Needless to say, these
are transferable skills to other professions that
the partner may choose to switch to, thereby
providing the opportunity for horizontal
mobility in the ecosystem. For instance, a
platform worker driving a taxi may double
up as a delivery executive for the same or
different platform, thus creating avenues for
horizontal mobility and improving workers’
remunerative opportunities.
These transferable skills also allow for vertical
mobility in jobs which is necessary to expand
earning opportunities and cater to the
aspirations in the market. Vertical mobility
marks the gradual upskilling of the worker
through association with the platform and
makes them more skilled at their job, setting
off positive effects through the ecosystem.
Fashion sellers at Myntra receive training
through their in-house entrepreneurship
programme to turn their passion to a
successful business, and are able to move up
because of their enhanced skills (Balakrishnan,
2019).
4.4.2.Promote Outcome-based or
Ends-based Skilling
How can we achieve an ends-oriented
approach to skilling? The answer lies in
imparting skilling through doing, i.e., in a
professional setting.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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An example of this model is seen in the
National Apprenticeship Training Scheme of
the Ministry of Education, and the National
Apprenticeship Promotion Scheme and Dual
System of Training initiative of the Ministry of
Skill Development & Entrepreneurship. These
initiatives combine theoretical training with
practical training from Industry Partners,
thereby strengthening industry linkages and
providing hands-on experience to students on
industries’ latest technologies and techniques
(PIB, 2019).
Ends-based skilling is best achieved through
online platform-attachment of workers. Such
a model allows partially skilled workers-
be they drivers or plumbers or data-entry
operators- to find work and simultaneously
upskill themselves, in the process also
gaining an income. Iterative upskilling is also
possible, through continuous interaction with
platforms. This yields a learning model which
is also consistent with the demands of the job
as well as affording income.
The National Skill Development Corporation
(NSDC) should create skilling, reskilling, and
upskilling opportunities in collaboration with
platform businesses, to enable outcome-
based or ends-based skilling en masse,
across the length and breadth of India.
Reskilling and upskilling opportunities for
workers presently engaged in the informal
sector can lead them to take up jobs in
the gig and platform sector, enabling them
to have jobs with relatively better earnings
and conditions of work. Ministry of Skill
Development & Entrepreneurship is coming
up with Skill India Portal 2.0 which is currently
under development. Skill development
for gig and platform sector would be met
through the proposed features of Skill India
2.0 (erstwhile DESH Stack Portal), currently
under development. Platform companies and
workers associated with the platforms can
be onboarded on the Skill India Portal. The
registering of gig workers will automatically
record their current skill and education
qualifications and verified credentials will be
readily available through proposed “Skill Card”.
New or upgraded qualifications through skill
upgradation initiatives can also be updated
against their credentials on the ‘skill card’. The
proposed features would enable SIP 2.0 to
serve as a platform to link skilled candidates
trained through Pradhan Mantri Kaushal
Vikas Yojana (PMKVY) or linked to E-Shram,
National Career Services (NCS) portal etc.
with platform companies for prospective
employment opportunities.
20
4.4.3.Promote Digital and Finan-
cial Proficiency across India
Concerted effort from NSDC and the various
Sector Skill Councils (SSCs) is required to train
India’s youth to be digitally and financially
proficient, and empower them to become
micro-entrepreneurs in the platform economy
or start their own platform businesses.
Modules for English, Entrepreneurship and
Employability (EEE) are available under PMKVY.
NSDC and Directorate General of Training
(DGT) are collaborating on Employability and
Entrepreneurial mindset development. DGT
would be submitting to release National
Occupational Standards (NOSs) to suit the
varied needs of candidates. These modules
can be part of training modules for gig
workers or can be offered as upskilling.
21
4.4.4.Integrate Platform-led Skill-
ing Models with India’s
National Mission and Policy
on Skill Development and
Entrepreneurship
The National Skills Development Corporation
(NSDC) has taken several proactive steps
20 Inputs shared with NITI Aayog by MSDE (O.M. no.
MCRN-11/3/2022-O/0 JD (SNP) dated 26th May 2022
21 Inputs shared with NITI Aayog by MSDE (O.M. no.
MCRN-11/3/2022-O/0 JD (SNP) dated 26th May 2022
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
54 |
Creating a Future-Ready Labour Force
in this regard, to recognise the potential
of platform-first jobs and their projected
growth in the coming years. Accordingly,
new Qualification Frameworks (NSDC, 2017)
have been added in step with the emerging
job roles of the platform economy. They
demonstrate the need for an intersectional
understanding of skills across the spectrum,
regardless of job role: each requires digital
dexterity, an understanding of digital financial
management and demands the candidates’
ability to manage time effectively. Therefore,
the skill dividends reaped through platform
jobs, which afford “earning while learning”,
transcend sector-specific ones.
Likewise, it is recommended that the potential
and impact of platform-led skilling be included
in India’s National Policy for Skill Development
and Entrepreneurship (MSDE, 2015). This would
set the right stage for nationwide ends-based
skill development while also catering to the
aspirations of a growing young population
which is mobile-first and values flexibility and
entrepreneurship.
4.4.5. Accelerate Skills Training for
Women and Persons with
Disabilities (PwDs)
Promoting skills training and providing
placement support to women and PwDs,
particularly in rural areas, smaller towns,
and cities can encourage them to take up
platform jobs. A greater thrust to training
for skills relevant for platform work can
be given through Government schemes
such as Pradhan Mantri Kaushal Vikas
Yojana, Jan Shikshan Sansthan, and Deen
Dayal Upadhyaya Grameen Kaushalya
Yojana (DDU-GKY). Long-term skill training
programmes through Industrial Training
Institutes (ITIs) can also supplement these
efforts. MoUs between the government and
platform businesses could also incentivise
training for marginalised groups, securing
them livelihood opportunities in the platform
economy.
The platform economy, in principle, is free
of any biases. However, due to socio-cultural
reasons more women than men and more
PwDs than non-disabled are deprived of
access to the internet, smartphones and
digital literacy. This may prevent them from
obtaining access to livelihood opportunities in
the platform economy. Thus, policy initiatives
that promote access to digital education and
internet for women and PwDs are critical in
providing equal opportunities for all. Schemes
like Pradhan Mantri Gramin Digital Saksharta
Abhiyaan, aimed at imparting digital literacy to
rural citizens, can be instrumental in enabling
rural women and PwDs to learn digital skills.
Central and State Governments, Civil Society
Organisations (CSOs), and businesses can
work on implementing programmes with
well-defined outcomes for women and PwD’s
digital access, mentoring them to take up
livelihood opportunities with platforms.
4.4.6.Enable Transferability and
Transplantation of Long-
term Skills by Leveraging
Platforms
Platform-enabled skilling generates a digital
footprint, leading to the much-needed
accountability mechanism that the skilling
domain has sorely lacked till date. Platforms
enable the creation of potential “Skill
Certificates” or “Skill Passports” for workers
thatplatform businesses can provide. Thiscan
be envisaged as a “Skill Badge” in the platform
worker’s online profile. This ensures both
transferability and transplantation of crucial
long-term skills (Ramachandran, 2020b).
By integrating the Skill Development and
Employment/Social Security portals such as
E-Shram and National Career Services portals
of the Ministry of Labour and Employment,
Udyam portal of the Ministry of Micro, Small
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| 55
& Medium Enterprises, the ASEEM portal and
the upcoming Skill India Portal 2.0 of Ministry
of Skill Development & Entrepreneurship –
a one-stop solution could be afforded for a
large number of workers India.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
As discussed in the previous chapters, the
livelihood generation and increased earning
potential of platform jobs, along with the
flexibility they offer, are what make them apt
for the new-age digital economy. However,
their capacity goes beyond improving
just financial figures. Platform work is
fundamentally gender, race, caste ansd age
agnostic. Any willing individual armed with
an internet-enabled smartphone and a vehicle
(motorised or even non-motorised), can
monetise their assets, and earn a livelihood
(Sundararajan, 2016; Ramachandran, Singh &
Narain, 2021). Therefore, this democratising of
access to jobs, with low entry barriers creates
equal opportunities for all, which overtime can
lead to improvement in the socio-economic
status of marginalised groups. This Chapter
underscores how platformization can lead
to a more inclusive economy, empowering
women and PwD (Persons with Disability),
thereby tempering the structural barriers that
have historically hindered their labour force
participation.
Enhancing Social
Inclusion in the
New-age Digital
Economy
5
56 |
Enhancing Social Inclusion in the New-age Digital Economy
Enhancing Social Inclusion in the New-age Digital Economy
| 57
5.1.  STRUCTURAL BARRIERS
TO SOCIAL INCLUSION :
CHALLENGES FACED BY
WOMEN
Despite the tremendous economic growth
that India has experienced, only a third of
the country’s women partake in economic
activities. The female labour force participation
(FLPR) has remained low, oscillating between
16% to 23% in the last few years (Kumar, 2021;
Kapoor & Negi, 2021). NSSO data (1970-2018)
indicates that an increase in household
incomes have led to an apparent decline in
the “need” for women to work (Nikore, 2019).
Research studies indicate that social and
household dynamics continue to govern the
intra-household division of labour and in turn,
women’s choices of paid work, particularly
when they do not have access to child care
support (Khurana, 2015, 2020).
On their part, women typically face constraints
related to time, their dual responsibilities
defined by social norms and disadvantages
related to poverty and intersecting inequalities.
Women, more than men, are concentrated in
jobs that are low paid and devoid of social
security. This is primarily a result of two factors
– discrimination and occupational choices.
Aside from receiving lower wages, women
also tend to choose lower paying jobs like
clerical over production jobs (Bhalla & Kaur,
2011). Moreover, there is a confluence of other
varied factors such as less access to education
and less work experience than men that
further reduce the earning potential of
women (ibid).
The gig economy offers women a wide
choice of work and flexible arrangements
enabling them to have an income along with
managing their normative responsibilities
of care work in their households. Studies
indicate that women appreciate the income
generating potential of the gig economy
and are its “major beneficiaries” (IWWAGE
2020: 7). However, there could be certain
factors restricting women’s access, their
ability to continue in their chosen profession
and their upward mobility. The WESO Report
(ILO 2021) points out that while women do
find work on digital labour platforms, they
represent only four in ten workers on online
web-based platforms and one in ten workers
on location-based platforms. This according
to the report (ILO 2021), indicates that the
online labour market poses challenges for
women in accessing work, just as in the
case of the offline labour market. Challenges
that women face in accessing work gig and
platform sector, in upward mobility and their
ability to continue with employment in the
sector are analysed based on a systematic
analysis of literature.
Gender Inequalities in Access to
Digital Technology
Even though the gig economy, with the
wide variety of employment options it offers,
is accessible to all those who are willing to
engage in such employment, access to
internet services and digital technology can
be a restrictive factor.
Significantly, data suggests that women’s
access to internet and to smart phones is
much lower than men in both urban and rural
areas. According to the GSMA Mobile Gender
Gap Report 2021, only 25 per cent women
owned smartphones compared to 41 per cent
men in India in the year 2020. While these
figures represent a considerable increase
from the previous year when only 14 per cent
women compared to 37 per cent men owned
a smartphone, the difference of ownership
between men and women still remains
stark (GSMA 2021). Usage of smartphones
indicates access to mobile internet and when
a woman owns a smartphone “she is almost
as likely as a man to use mobile internet and
access a range of services” (Carboni 2021).
According to the report, in addition to other
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Enhancing Social Inclusion in the New-age Digital Economy
factors such as changing market dynamics,
Covid-19 restrictions and lockdowns have
driven an increased need, and in some cases,
the required justification for women to go
online. Qualitative research undertaken by
GSMA with female mobile internet users in
Bihar and Madhya Pradesh, as well as expert
interviews, highlighted four important life
needs that had driven smartphone uptake
and mobile internet use among women over
the year 2020: online education for children,
video calls, access to income opportunities
and increased demand on devices in the
home for entertainment and other purposes.
Further research is however, needed to
understand the implications of this relative
increase in women’s smartphone usage for
their engagement in the gig and platform
economy.
Figures on unequal access to smartphone,
however, do indicate that women still lag
behind in access vis-à-vis men. Women
are less likely to own mobile phones and
digital devices due to both economic and
socio-cultural restrictions. When disposable
income in a household is scarce, it is often
the male members of the household who
get to spend on purchase of digital devices
like mobile phones and laptops or computers.
This disparity is observed more in the case of
rural women. Platforms that require women’s
in-person services may be accessible for
employment only to urban women. Those
that allow workers to offer remote services
may not also be accessible to several rural
women willing to take up such employment
opportunities, who do not have access to
internet services.
Women’s Normative Responsibil-
ities and the “Double Burden of
Work”
While employment in the gig economy
allows for combining paid work and unpaid
care work, women may feel the extra work
burden since they still take care of the
majority of household work (Samman &
Hunt, 2016). Research studies among women
workers in the informal sector indicate that
social and household dynamics continue to
govern the intra-household division of labour
and in turn, women’s choices of paid work,
particularly when they do not have access to
child care support (Khurana, 2015, 2020). Gig
and platform work, in principle, allows workers
to better manage their paid and unpaid care
work responsibilities as they get to decide
their work hours and are not required to be
in a structured physical work setting (Kasliwal
2020, IWWAGE 2020, ILO 2021). However,
women’s choices of employment in the gig
and platform economy may still be largely
shaped by their normative responsibilities
of household and care work with women
prioritizing the latter. Studies conducted in
the UK show that women are more likely
to exit from the gig economy. This could
be attributed to their income being of the
“distressed” category. Consequently, as soon
as conditions improve, women leave the
workforce. This phenomenon is widely visible
in India’s informal economy as well. Women’s
normative responsibilities of household and
care work is often responsible for their inability
to continue in any form of employment and
more so in employment that lacks job security
and future career prospects (Kasliwal 2020,
Khurana 2020).
Lack of Job Security
A study conducted by Observer Research
Foundation and World Economic Forum
in 2018 found that 35 percent of women
surveyed were disinterested in joining the gig
economy due to the lack of job security and
uncertain employment status (Kasliwal 2020).
Women’s ability to improve their conditions
of work is also restricted by a lack of voice, a
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| 59
lack of effective bargaining power, especially
in a context like the gig economy and the
informal economy. The study undertaken by
IWWAGE also points out that gig workers
experience significant challenges in terms of
regularity of wages and working conditions.
This is an aspect of the gig work structure
where the features of informal work become
evident. Several challenges faced by short-
term contract workers are the same as those
faced by informal workers (IWWAGE 2020).
This uncertainty associated with regularity
in the available work and income may lead
workers, particularly women workers, who
already manage normative responsibilities of
housework and child care, to discontinue or
give up employment in the gig sector.
The WESO Report (ILO 2021) found that work
on online web-based platforms is the primary
source of income for many, particularly in
developing countries, and especially for many
women. About one third of respondents
reported that online work was their main
source of income, and this proportion was
higher in developing countries and for
women. The report indicates that platform
work is the primary source of income for
many workers in developing countries (44 per
cent), and especially among women in these
countries (52 per cent). However, low and
unstable incomes was a concern for some of
these workers. Gig work as a primary source
of income allows for less flexibility, compared
to when such work is a source of additional
earning (ILO 2021). It is pointed out that when
the numbers of available workers is large,
incentivising workers based on the numbers
of tasks completed or on customer feedback
may lead to the loss of work-life balance and
place the worker under duress. Competition
between workers due to increased labour
supply can push earnings down so that
workers may be forced to work longer hours
and hence compromise on flexibility (Graham
and Woodcock, 2018 in IWWAGE 2020).
Gender-Based Occupational Segre-
gation of Tasks & Pay Gap
ILO’s WESO report found that women are
more likely than men to perform professional
services (such as legal services, translation,
writing and editing), and tasks related to
business services or sales and marketing. Few
women mentioned that they performed tasks
related to technology and data analytics (ILO
2021). Across the world, the app-based taxi and
delivery sectors are found to be largely male-
dominated. Women comprise fewer than 10
per cent of workers in these sectors. The share
of women is considerably higher only in some
countries, for instance in Indonesia in the app
based taxi sector (13 per cent), where female-
only taxis are preferred by some female clients
to mitigate risks of violence and harassment
(Straits Times 2015 in ILO 2021:137-38). It was
also found that a considerable proportion
of workers on online web-based platforms
have experienced discrimination, particularly
women and workers in developing countries.
About 19 per cent of respondents on
freelance platforms reported that they had
experienced discrimination. This proportion
was lower in developed countries (12 per
cent) than in developing countries (22 per
cent), where it was also particularly high
among female respondents (25 per cent). The
qualitative responses from respondents in
developing countries further reflect the fact
that discrimination often takes the form of
exclusion from work opportunities or low pay.
This was observed on several platforms where
certain higher-paying tasks were allocated to
workers from developed countries through
the platform design. Discrimination based on
other factors, such as gender, ethnicity, age
or language spoken, was also reported (ILO
2021).
Findings of studies on online web-based
platforms on the gender pay gap are mixed.
The ILO surveys reveal that when looking
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Enhancing Social Inclusion in the New-age Digital Economy
at averages, a gender pay gap can often
be observed, but this may not always be
significant when a statistical analysis is
undertaken. The average hourly earnings for
female online workers were slightly lower
than for male, and they are also lower for
women in developed countries than for
men. In developing countries, however, the
average hourly earnings (paid and unpaid)
for women are higher than for men. These
higher earnings among women in developing
countries could be due to their higher
education levels compared to those of men,
allowing them to perform better-paid tasks.
Gender pay gaps are also observed in some
developed countries. A study in the app-based
taxi sector in the United States based on data
collected from over a million Uber drivers
found that men earn around 7 per cent more
than women. This gender gap is attributed
to differences in experience, preferences for
location of work and driving speed (Cook
et al. 2018 in ILO 2021). Women’s ability to
access more work might also be restricted
as they are cautious and less likely to work
during night hours for fear of experiencing
discrimination, harassment or violence (ILO
2021). A report by Teamlease indicates that
while a large number of women are joining
the gig economy, they are paid less than men
for the same jobs. The study observed an
8-10 percent difference in the monthly salary
between male and female delivery executives
(Kasliwal 2020).
ILO surveys show that a substantial proportion
of respondents are required by platforms or
clients to install specific software, or meet
certain hardware and software requirements;
their working hours are monitored by
clients; they are requested to be available
during specific times by clients; and they
are required to use a monitoring system for
submitting screenshots of the work done.
Such mechanisms for monitoring and control
tend to be more frequent for platform workers
from developing countries and women (ILO
2021).
Concerns regarding Safety
ILO global surveys reveal that about 83 per
cent of workers engaged in the app-based
taxi sector and 89 per cent in the app-based
delivery sector reported having safety concerns
about their work, often relating to road safety,
theft and physical assault. In countries with
women in the sample, higher proportion of
women than men reported being subject to
discrimination or harassment, or were aware
of such instances faced by their peers (ILO
2021).
An analysis of the gender aspects of employ-
ment in the gig and platform sector thus
indicates that women may experience var-
ious challenges with regards to access and
engagement with digital platforms including
access to digital technologies, double burden
of paid work and care responsibilities, lack of
job security, issues of occupational safety, up-
ward mobility and lack of effective bargaining
power. An understanding of the barriers and
challenges that women might face – those
emanating from their social and economic
positions in the labour market and within
the household – provides an indication of the
pathways that can enable more women to
engage in and sustain in their employment
with the platforms.
5.2.  STRUCTURAL BARRIERS
TO SOCIAL INCLUSION:
CHALLENGES FACED BY
PwDs
Labour market challenges are also evident for
Persons with Disabilities (PwDs), who make up
for 2.1% to 10% of India’s population (Kulkarni,
2021), but have a labour force participation
rate of 36% (MoSPI, 2021). Even though The
Rights of Persons with Disabilities Act, 2016
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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| 61
increased the mandated 3% reservation for
PwD in Government vacancies from 3% to
4%, along with incentivising 5% reservation
in private sector, their needs for meaningful
employment remain unmet (GoI 1995, GoI
2016).
For PwDs, the structural barriers range from
access to education, lack of skilling and a
direct correlation between disability and
incidence of poverty. PwDs are more likely
to have lost work or changed their nature
of work because of disability. This often
ties disability with lower economic location
(Thomas et al, 2012). Initiatives such as the
National Rural Employment Guarantee Act,
2005
22
, are a step in the right direction, but
there is little data to assess how the scheme
may have been utilised by the PwDs.
Thus, dedicated and focussed efforts are
needed to address such structural barriers
that prevent marginalised groups from
taking part in economic activities. The efforts
made by the government must be bolstered
through multi-stakeholder partnerships, an
approach that is foundational to the platform
economy.
5.3.  OPPORTUNITIES FOR
GREATER SOCIAL
INCLUSION IN PLATFORM
WORK
The socio-cultural and economic biases of
conventional economic models have led
to stark disparities within the labour force,
leaving behind the marginalised. Apart from
the existing government schemes and policies
to uplift these sections, a new approach is
needed, factoring the changing future of work
22 Mahatma Gandhi National Rural Employment
Act 2005 is aimed at providing at least 100 days of
guaranteed wage earnings each financial year to
each household whose adult members agree to do
unskilled manual labour (GoI, 2018).
on account of digitalisation. Unlike traditional
jobs, the platform economy affords flexibility
and choice of labour, is free of selective biases
– such as gender, caste, class or disability bias,
etc. – that often impinges on the ability of the
“formal” economy to expand its scope and
reach (Ramachandran & Raman, 2021).
The platform economy relies on innovation
to provide access to skill development, social
security, access to finance and job creation,
which are the key pillars of inclusive growth.
A case in point is how beauticians now have
the option to no longer be tied to parlours
that would pay them poorly, despite them
bringing in four times the business than their
salary (Raval, 2019). Platform workers can be
their own boss, while earning higher income,
all the while learning skills that support their
families (Pema, 2020). Indeed, platforms
are reframing the role of women in private
and public life. Platforms offer women the
dual benefit of flexibility and choice to work
when and where they want, and augment
assets – benefits which are absent or limited
in the traditional sectors of the economy.
Thus, labour force participation is no longer
a binary decision between household duties
and economic aspirations, but women now
have the choice to work at will (Raman &
Kulkarni, 2021).
The inclusive character of platform economy
goes beyond the accessibility it provides
through app interface to create economic
opportunities. For instance, Zomato has taken
steps to incorporate more PwDs through
active onboarding and facilitation, while
making the customer aware when a disabled
delivery person is assigned to them via the
app (Zomato, 2019). Among other platforms,
Amazon and Flipkart facilities in Mumbai
and Bengaluru, too, are actively hiring teams
who have speech and/or hearing disabilities
(Flipkart, 2017). Platforms are forging
partnerships with NGOs to not only create
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Enhancing Social Inclusion in the New-age Digital Economy
livelihood opportunities for women and PwDs
but also to train them in managing order
fulfilment and last-mile delivery. While such
efforts are still not upto the required scale to
create a measurable impact, they are still an
example for others to follow.
5.4.  GROWING EVIDENCE OF
WOMEN’S PARTICIPATION
IN THE PLATFORM
ECONOMY
It has already been evidenced that platform
work offers flexibility and choice, which are
the primary motivation for individuals to join
this economy. However, for the marginalized,
platform work presents a lucrative opportunity,
which can not only enhance their economic
participation but enable upward social
mobility as well. Discussed in the previous
section, marriage and education have a
direct impact on a woman’s participation
in economic activities. In the context of the
platform economy, there is an emerging
positive trend that suggests women are
more likely to take up platform jobs after their
education and marriage (Raman & Kulkarni,
2021). Additionally, the platform economy
offers women the ability to earn extra money,
choose their working hours, place of work
and also the nature of work. Studies indicate
that women are “major beneficiaries” of the
gig economy and appreciate its income
generating potential (IWWAGE, 2020).
5.4.1.  Case Study: Impact of
platforms on women’s
economic empowerment
Source: Adapted from Raman, Ramach-
andran & Sindhu, 2021
This case study presents evidence from
a mixed methods study conducted in
2020-21. The study focused on delineating
the facilitators and barriers for women’s
participation in the platform economy.
Primary data was collected through both
online surveys and in-person interviews
for two distinct sets of respondents:
Individual Platform Workers and, and
Aspirational Women. 84 platform workers
affiliated to platforms offering professional
home services, hyperlocal deliveries, and
passenger mobility were interviewed
from October 2020 to February 2021.
A survey of 624 women participants –
termed “Aspirational Women” outside
the platform economy was conducted
in late 2020 across Bengaluru, Mysuru,
Jaipur, Jodhpur, Udaipur, and Delhi.
Further, a series of telephonic and virtual
interviews were conducted with select
individuals representing organisations
relevant to the Indian platform economy
in both the private and public spheres.
Experts from over 40 organisations
belonging to governmental, civil society,
and private sector organisations across
the domains of public policy, skill
development, entrepreneurship, finance,
etc. were interviewed. Government
stakeholders at the Government of India,
and Governments of Delhi, Rajasthan, and
Karnataka provided invaluable insights.
Platform businesses engaging women
workers too were systematically studied
and engaged with.
Key highlights from the study are
presented below.
a. Women are more likely to take up
platform jobs after their education
and marriage.
80% of the respondents are in the age
group 26-45 years, followed by 18-24
years (18%) and 46-65 years (2%). Of the
women surveyed, 72% are married. 19% are
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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| 63
unmarried while 5% of them are divorced
and 4% widowed. A majority of the
respondents reported having completed
high school and higher secondary (61%),
with a sizeable number holding diploma
or undergraduate degree (25%).
18-25 years
80%
18%
Chart 10: Distribution of women platform
workers by age
Divorced
Married
Unmarried/Single
Widowed
(Blank)
70%
19%
4%
5%
Chart 11: Distribution of women platform
workers by marital status
Upto
Class 8
Class
9 or 10
Class
11 or 12
Diploma
Under-
graduate
No
Schooling
11%
20%
8%
18%
41%
Chart 12: Distribution of women platform
workers by educational qualifications
The findings suggest a trend where women
are more likely to take up platform jobs
after their education and marriage. This is
a positive finding, contrary to the macro-
economic trend where married Indian
women withdraw from the labour force
on account of caregiving responsibilities
and for enabling family’s upward social
mobility.
Want to be an entreprene...
I like to apply the skills I’v...
To keep myself busy
Assured income and the...
To earn money to pay for...
Less stress
Friends/relatives are with...
More personal time
I lost my job and i’d like to...
25%
20%
13%
12%
11%
9%
4% 4%
2%
Chart 13: Primary reasons for choosing
platform work
Yes May be No
73%
19%
8%
Chart 14: Preference for platform work over
other jobs
b. Women opt for platform work
out of the need to participate in
economic activities to support
dependents.
In the study, over 90% of the respondents
reported supporting two or more
dependents. Over 80% had dependents
younger than 18 years of age.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
64 |
Enhancing Social Inclusion in the New-age Digital Economy
Full time
Nothing
Student
Home
maker
N = 84
Chart 15: Women choosing platform work as
a full-time opportunity
7%
15%
27%
33%
10%
9%
One
Two
Three
Four
Five
6 or more
Chart 16: Distribution of respondents by
number of dependents
Zero
Two
One
Three
Four
Five
33%
33%
11%
19%
Chart 17: Distribution of respondents by
number of dependents under 18 years of age
c. Platform labour forms a primary
source of income for the majority
of the women interviewed.
Preference for platform work can also
be seen as it was the primary source of
income for 75% of the total respondents.
100% of total
annual income
At least half but
less than 100% of
total annual income
Less than
half of total
annual income
42%
33%
25%
Chart 18: Platform as primary source of
income
Overall, platform work finds a strong
preference among women, providing
them opportunities that are otherwise
absent in conventional jobs.
d. Platforms offer high earning
opportunities for women.
About 38% of the respondents work
between 5 and 25 hours a week and
29% of them spend more than 40 hours
in platform work. The flexibility of work
timings results in a unique advantage for
workers to choose how many hours to put
in a typical workday. Whereas a traditional
beautician/ driver is expected to spend at
least 40 hours on-job, a majority of these
platform workers spend less than half that
time, while earning much more.
The monthly income of 39% of the
respondents falls in the range of INR
10,000 to 25,000. Of these, 48% of women
cite this as their only source of income.
About 34% respondents report a monthly
income of between INR 25,000 to 40,000
while another 20% of them earn around
INR 40,000 to 75,000 per month.
Between
26 and
40 hours
Between
5 and
25 hours
Less than
5 hours
More than
40 hours
22%
38%
12%
29%
Chart 19: Hours spent in platform work
(per week)
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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| 65
INR 10,000
to 25,000
INR 25,000
to 40,000
INR 40,000
to 75,000
Less than
INR 10,000
Over
INR 75,000
39%
34%
20%
5%
2%
Chart 20: Monthly Income from Platform
work
e. Women platform workers are more
likely to continue in this workforce
due to the flexibility offered
Earning extra
money
Working the house,
I choose
Choosing my
own task
Working in a place
that I choose
Doing what I enjoy
Working for myself and
being my own boss
46%
28%
14%
5%
4%
3%
Chart 21: Motivation to continue in the
platform economy
Women participants in platform
businesses are more likely to continue
in this workforce due to the flexibility
offered, which allows them to manage
their unpaid care work at home and paid
work in their occupation.
This is reinforced by analysis of the reason
for willingness to join platforms as reported
by women outside the platform economy.
Upon being informed of platform jobs, 624
women outside the platform economy
were asked if they would be willing to
participate in the platform economy and
the reasons for the same. Flexibility, ability
to be an entrepreneur, ability to monetise
assets including skills, assured income, etc.
were the top reasons cited by women
outside the platform economy.
Want to be an entr...
I’d like to apply the ...
Assured income a ...
I’ve lost my job an ...
To earn money to ...
To keep myself busy
More personal time
Less stress
Friends/relatives ...
20%
16%
14%
12%
11%
10%
8%
5%
4%
Chart 22: Reasons of non-platform women
for willingness to participate in the platform
economy
Indeed, platforms are helping reframe the
role of women in private and public life.
Labour force participation is no longer a
binary decision between household duties
and economic aspirations, but women
now have the choice to work at will.
5.5.  BREAKING BARRIERS,
CREATING OPPORTUNITIES
The potential of the platform economy
runs beyond the livelihood opportunities it
offers to the marginalised groups. Platforms
businesses can play a significant role towards
value creation in terms of skilling, digital
literacy, financial literacy and inculcating
entrepreneurial spirit. This value addition may
not only help the individual associated with
the platforms, but can also radiate to their
social groups, especially family, in the form
of cultural capital.
The dispersed locations, a feature of most
platforms, widens the geographic possibilities
for PwDs and women to work out of.
Complemented with the ability to set their own
hours, platform jobs have greater freedom and
flexibility compared to any other conventional
occupation. Moreover, productive self-
employment is one of the key enablers for
a PwD to realise their potential. Platforms
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Enhancing Social Inclusion in the New-age Digital Economy
have been earnestly supporting this, by listing
and selling products by entrepreneurs with
disabilities. With fast onboarding and credit
access, they further nurture self-employment
among PwDs (Flipkart, 2019).
5.5.1.  Case Study: Platforms em-
powering marginalized
Platforms are empowering PwDs
and women by boosting their self-
esteem in the workplace and creating
opportunities for them to participate as
productive members of society. Amazon
has introduced a first-of-its-kind “Silent
Station” in Mumbai, that employs a large
workforce of individuals with hearing and
speech disabilities (Nair, 2019).
Meanwhile, the e-commerce giant has
alsolaunched “The Saheli Store” on its India
website, for products curated by women
entrepreneurs. In Thiruvananthapuram
(Kerala) and Chennai (Tamil Nadu),
Amazon has women-only delivery stations
(ibid), aimed at empowering them.
On similar lines, Flipkart too incorporates
individuals with hearing and speech
disabilities to their fleet of delivery
personnel and customer-facing roles. In
their most recent initiative, “Ekartians
with Disabilities”, they are attempting to
create a diverse and inclusive workplace
and supply chain (ET, 2021).
Such initiatives not only dismantle
stereotypes surrounding the employability
of women and PwDs, underlining their
capabilities as a crucial member of the
society, they also lead to skilling of a large
workforce which may otherwise not have
access to such training.
From expectations to be chaperoned by a
male member of the family to occupational
stereotypes, systemic barriers prevent women
from choosing certain professions like
becoming a service provider in the mobility
domain. With the advent of platform jobs,
driving can now be associated with liberating
and empowering women. According to
the case studies by Association for Non-
traditional Employment for Women (ANEW),
more women are seeking driving courses
with the motivation to become an earning
member of the family, develop new skills or
to gain agency (Raman, Ramachandran &
Sindhu, 2021). Even a few women working
in the mobility space goes a long way
in shattering gender stereotypes for the
society at large, especially the misogynistic
notions around women being bad drivers.
At the same time, these women develop
transferable skills, support their families, gain
access to digital banking accounts and formal
credit. Financial inclusion has been a long
standing matter of contention. In India, only
44% women have bank accounts, with less
than 2% of those having access to mobile
banking facilities (Kohli, 2018). Holding a bank
account, especially a digital bank account,
is a prerequisite for a woman entering the
platform economy, with platform businesses
taking steps to help women workers open
one (Raman, Ramachandran & Sindhu, 2021).
5.5.2.  Case Study: Platformiza-
tion increases access to
banking services
While access to bank accounts is a
prerequisite for platform jobs, platform
businesses are also enabling their
partners to gain access to formal credit.
Companies like Ola, Zomato, and Swiggy
have partnered with banking platforms
like Avail Finance to provide short-term
personal loans to their workers (Bhakta,
2019).
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
Urban Company has an interest-free
loan programme for its partners, under
which INR 11 crores have been disbursed
to those eligible, covering almost 85%
of its workforce. Meanwhile, under their
Gold Partners plan, partners can avail
small loans in times of emergencies with
zero to minimal interest rates (Raman,
Ramachandran & Sindhu, 2021).
As platform businesses are actively taking
steps to include more women and PwDs in
their workforce, benefits of such initiatives
further bolster the government’s efforts to
increase access to banking facilities and
financial inclusion.
Platformization has the potential to not only
grant a sense of autonomy and agency to
those working in its ambit, but also catalyse
social change by shattering stereotypes, social
constraints and economic barriers. The gender,
caste, disability and age agnostic character of
platform economy can be leveraged by the
government to ramp up its effort towards
creating an equitable society. Creating an
ecosystem that enables platformization as
well as benefits the platform workers, would
go a long way in India’s quest to become a
more inclusive society and economy.
5.6.  POLICY RECOMMENDA-
TIONS
Platforms offer flexibility and choice of work to
all through asset monetisation – both physical
assets (vehicles, tools and equipment) and
assets of transferable skills (Ramachandran,
Singh & Narain, 2021). Given the advantages
they offer, ranging from low-entry barriers,
and ease of access and enrollment, to flexibility
of time, digital platforms have immense
potential for creating livelihood opportunities,
particularly for women and PwDs. However,
even with this potential, the platform economy
is not without its challenges, primarily due
to the existing structural inequalities in the
larger economy that could take years to
amend. The WESO Report (ILO, 2021) points
out that while women do find work on digital
labour platforms, they represent only four in
ten workers on online web-based platforms
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Enhancing Social Inclusion in the New-age Digital Economy
and one in ten workers on location-based
platforms. Thus, if India is to leverage the
true potential of the platform economy, an
array of enabling strategic interventions with
multi-stakeholder collaborations must be
introduced at the earliest.
This chapter presents policy recommenda-
tions for the consideration of Government,
Industry, Civil society, Allied businesses, and
Nonprofits.
5.6.1.  Recommendations for the
Industry
1) Gender Sensitisation & Accessibility
Awareness Programmes for Workers and
their Families
Platform businesses can undertake
partnerships with Civil Society Organisations
(CSOs) and Non-Governmental Organisations
(NGOs) to promote legal/ economic/ social
rights of women and Persons with Disabilities
(PwDs), especially from marginal and
vulnerable backgrounds, thereby increasing
their potential to take up non-traditional
livelihoods. These partnerships will also
help identify talented/ aspirational women
and Persons with Disabilities (PwDs) from
marginal/ vulnerable backgrounds.
2) Inclusive Communication, Systems, and
Processes
Platform businesses can implement
communication plans which are gender- and
accessibility-inclusive. A few considerations to
make while designing internal and external
communication are:
Do the communication pro-
grammes, materials, and messages
perpetuate or promote gender
inequality by privileging one sex
over the other? Do they perpetuate
disability stereotypes?
Do the platform businesses have a
higher share of women and PwD
managers and supervisors than
traditional companies?
Is the communication used during
on-boarding and training workers
inclusive? Do the training staff or
facilitators use inclusive language,
and inspire confidence among
women and Persons with Disabilities
(PwDs)?
Is the communication adapted in
local languages as well? Is it gender-
sensitive and accessibility-inclusive
while being translated?
Is there a dedicated helpline for
women, and PwDs each?
3) Partnerships with Governments, CSOs
& Allied Businesses to Reskill and
Upskill Women and PwDs while also
Facilitating their Access to Assets
There is scope for aggregators/platform
businesses to collaborate with civil society
organisations, social enterprises, and other
relevant groups which aid in the economic
participation of women and PwDs. The
private sector could provide the necessary
impetus to efforts being undertaken in the
areas including, but not limited to, access to
finance, skilling and education. Partnerships
may be formed within existing business
models or through new or unique models as
per each organisation’s structure, goals and
objectives.
Partnerships with CSOs/NGOs, and govern-
ment and parastatal agencies to enable
creation of peer and support groups for
mentorship and any other support including
psychological support, legal aid, financial
literacy, communication, and soft-skills
training too may be explored.
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Tie-ups with organisations conducting
gender/ safety audits and accessibility audits
to aid in data sharing and aggregation is
recommended. This is important for safety
and accessibility mapping, and gender- and
accessibility-budgeting. Independent and
periodic internal surveys, feedback, and audits
to understand the needs, aspirations and
challenges of women and PwDs will also go
a long way in modifying operational structure
to invite and retain women and PwD workers.
4) Better Infrastructure and Work Design
to Create Enabling Environment for
Women and PwD Workers
Incubating childcare services as a community
business can reduce the time cost of care
work which is borne disproportionately by
women.
Platforms could explore partnership with local
hospitality businesses/ petrol stations, etc.
where women workers and PwDs can utilise
accessible restrooms and lounges between
work hours, especially in the mobility or
logistics related platform economy.
Platform businesses should have inclusive
and accessible local offices (with partners/ in a
co-working space) for walk-ins by women and
PwD workers. Though it is a diversion from the
existing business model for platforms, a local
office, however sparse, may instil confidence
in women and PwD workers reaching out for
personal support. The platform businesses
may consider a local office for clusters of Tier-
2/ Tier-3 cities.
Use of technology to create safer workplaces
for women could lead the way in demolishing
the stigma around their safety and mobility,
benefiting women who are engaged or wish
to be engaged in this sector. Panic buttons
and installation of surveillance technology
such as CCTV cameras at workplaces could be
a step in this direction.Incentives for women
and PwDs choosing to work beyond regular
working hours/ festive days: This is a short-run
recommendation, and can greatly motivate
ambitious women and PwD workers, until
there is equity at the workplace.
5) Institutionalise Accessibility, Diversity
and Inclusion at the Workplace with
initiatives such as Gender-based and
Disability-based Onboarding Targets
and Incentives
Platform businesses should make targeted
efforts to mainstream women and PwD
workers into the platform economy
through gender-based and disability-based
onboarding and performance incentives. The
leadership of platform businesses can envision
an equitable workforce for the coming
decade. Further, Key Performance Indicators
(KPIs) can be linked to achieve onboarding
targets to gauge the organisation’s overall
success in attaining gender and disability-
based inclusion.
Referral bonuses for existing platform workers
to bring onboard their female and PwD
friends/ relatives: Informal networks, and
especially peer groups on social media and
WhatsApp, have been found to be the most
useful in converting an acquaintance into a
platform worker.
Facilitate shared ownership of assets such as
cars/ two-wheelers for part-time workers with
other female and PwD workers. Alternatively,
platform businesses may also incentivise male
and non-disabled workers to share ownership
and plying of their vehicles with their female
and PwD family members on a shift-basis.
6) Facilitate access to Social Security
Benefits for Women and Persons with
Disabilities (PwDs)
Platforms can actively facilitate access to
social security for all workers affiliated to
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70 |
Enhancing Social Inclusion in the New-age Digital Economy
them, in general, and women and PwDs, in
particular. For detailed recommendations,
see Chapter 7.
5.6.2.  Recommendations for the
Government, Civil society,
Allied businesses, and
Nonprofits
1) Ensure Universal Coverage of Platform
Workers through the Code on Social
Security
The Code on Social Security (CoSS) 2020
expands worker classifications in India,
recognises two new-age worker categories
and extends social protection to all workers
regardless of their employment status.
Extending social security to those associated
in non-traditional work relations such as
platforms is key to universalising social
security. For detailed recommendations, see
Chapter 7.
2) Bridge Skill Gaps by Carrying Out
Periodic Assessments and Partnering
with Platform Businesses for
Onboarding Skilled Women and PwDs
We need to encourage platform-led skilling
for women and PwDs for them to become
productive members of our economy.
The government should also periodically
assess the relevance and effectiveness of
such ends-based skilling programmes for
women and PwDs especially. For detailed
recommendations on skilling, see Chapter 4.
Further streamlining the availability of
periodic aggregate data on the various
courses on offer and the demographic of the
participants completing the courses would be
an advantage. This would assist the platform
businesses in identifying potential services to
offer, geographical markets to operate in, and
aspirational workers in those areas.
3) Reach Out to Unbanked and Under-
banked Women and PwDs to through
FinTech Services
An innovative method to bridge the gender
and accessibility gap in digital banking is
to open “UPI-receive-only” accounts while
opening accounts for women and PwD
workers. Through this method, while the
women and PwD workers are able to carry
out expenditure through non-digital methods,
the regular inflow of income also creates a
financial profile for the women and PwDs,
enabling them to access credit in the future.
Public & Private Sector Banks may
employ more women and PwD banking
correspondents. Such representation would
inspire confidence and trust amongst the
unbanked and under-banked women and
PwDs from rural and semi-urban areas.
FinTech and new-age financial institutions
have an important role, which needs to be
recognised, in bridging the gender and
accessibility gap for financial services. Greater
outreach by such companies needs to be
encouraged and appropriate changes in
regulations relevant to FinTech platforms may
be explored. Cash-flow-based-lending at scale
may also be encouraged by leveraging FinTech
platforms. For detailed recommendations on
financial inclusion, see Chapter 3.
4) Organise Gender Sensitisation and
Accessibility Awareness Programmes
for all Public-facing Personnel from
traffic cops and law-and-order police
to toll booth operators, et. al.
Gender sensitisation and accessibility
awareness programmes may be encouraged
for all personnel in public spaces. Local bodies
and parastatal agencies, in partnership with
private sector organisations or relevant CSOs
may conduct training and workshops to
improve gender sensitivity and accessibility
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| 71
awareness. This would help prioritise and
improve accessibility of public spaces and
safety of women and PwDs. This may
especially be introduced in the transport
and mobility sector where bus drivers, bus
conductors, traffic police and RTO personnel,
toll booth operators, et al may be trained to
improve their engagement with women and
PwDs.
5) Incentivise Inclusive Businesses
Fiscal incentives such as tax-breaks or startup
grants may be provided for businesses that
provide livelihood opportunities where women
constitute a substantial portion (say, 30%) of
their workers. Likewise, a platform with high
accessibility or high degree of participation
of PwDs too may be rewarded with fiscal
incentives.
Other financial incentives may be considered
for women and PwDs on platforms who
provide services through the hospitality
sector, such as bread & breakfast facilities,
cloud kitchens, etc.
6) Make Aggregate Data Publicly Available
to Enable Robust Decision-making by
the Ecosystem
For implementation of these provisions, we
need adequate data on platform workers. In
order to have some reliable estimates, gig
and platform work must be included in new
categories in the NSSO surveys to accurately
ascertain their percentage in the Indian
economy. The e-SHRAM portal, a mega
platform for registration of all workers that
do not form a part of the formal enterprises
with linkage to Employee Provident Fund
Organisation (EPFO) and Employee State
Insurance Corporation (ESIC), can also be a
source of providing data on gig and platform
workers. The e-SHRAM portal provides
portability and access to various social security
and welfare schemes of the Central and State
governments. This portal can provide data
and information about gig and platform
workers such as their occupation, skill sets
and access to social security. This can help
in enabling them to access different social
security schemes and also in formulating new
schemes.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
World over, there is growing support for
universalising benefits that have traditionally
been tied to employment or one’s workplace
(Öktem, 2020; Ortiz, 2018; Ghai, 2015; Srivastava,
2008; Lautier, 2006; Duggal, 2005). The
enormous public attention being paid to the
gig and platform economy, and in particular,
the robust discussions being conducted
around portable benefits create an important
opportunity to examine how best to provide
economic security, via social protections, to
workers in the 21
st
century.
The new forms of employment entail work
relationships that are distinctively different
from the traditional or standard employment
Global Examples and
Suggestions for Social
Security for Gig &
Platform Workers in
India
6
contracts (generally considered to be long or
for a lifetime) which form the basis for existing
social security arrangements. The new forms
of employment are often not covered or
are only partially covered under prevailing
social security systems. It has, thus, become
essential that the social security framework
is reoriented to include the new forms of
employment in order to improve the quality
of new jobs generated, and also meet the
growing aspirations of a youthful population.
During the advent of the Covid-19 pandemic in
2020, governments and platform businesses,
the world over, formulated special measures
to grant social protection to platform workers.
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This chapter sheds light on the various social
protection approaches taken around the
world for platform workers and how they
can pave the way to a well-structured social
protection regime, especially targeting this
specific group for a specific purpose.
6.1.  UNDERSTANDING SOCIAL
SECURITY THROUGH
WORKER CLASSIFICATIONS
The world over, worker classification
determines a worker’s access to legal
protection and social security. Thus, in order
to understand social security in the 21st
century, we need to understand worker the
classifications. Traditionally, the labour market
world over bisects into formal and informal.
When an employer hires an employee
under an established working agreement
that includes wages or salary, defined work
hours, pension, maternity and health benefits,
disability and unemployment benefits, among
others, such employment is treated as formal.
Consequently, the employee is treated as a
formal worker. Conversely, informal work is
devoid of any established working agreement
and the resulting social security benefits.
Such a labourer is called an informal worker.
Thus, in the realms of the formal-informal
distinction, social security is essentially the
non-wage compensation afforded to the
employees in addition to their salary or wage.
Social protection is linked to employment itself,
with the worker classification determining a
worker’s access to social security.
Then there is the dichotomy of organised and
unorganised. The organised sector comprises
licensed organisations or incorporated
companies – such as factories, large
businesses, hotels, etc. – which are registered
and pay taxes. On the other hand, we have
the own-account enterprises forming the
unorganised sector of the economy. Thus, the
unorganised sector consists of unlicensed,
self-employed or unregistered economic
activity ranging from farming and rural
trade to running general stores or trading
handicrafts or handlooms. Platform work is
placed at the unique intersection of formal-
informal classification. A platform worker
exhibits the formal (payments and credit) as
well as informal (time management, dynamic
work relations) characteristics (Kumar &
Ramachandran, 2021).
The chapter first looks at initiatives undertaken
for offering social protection for platform
workers during Covid-19 in India and across
the world and then examines instances of
changes brought about in the regulatory
framework or measures for extending social
security to gig and platform workers in
different countries across the world. Drawing
on these initiatives from across the world, the
chapter provides suggestions for extending
social security to gig and platform workers.
6.2.  EVIDENCE OF SOCIAL
PROTECTION FOR
PLATFORM WORKERS
DURING COVID-19
The dual health-cum-economic crisis of
Covid-19 has affected all facets of life in an
unprecedented fashion. No worker – including
the new-age gig and platform workers –
is immune to the fall-outs of this crisis. A
systematic study in 2020 documented the
measures taken by governments and platform
businesses to leverage and protect platform
workers against the pandemic. Platform
workers emerged as superheroes who kept
neighbourhoods connected, and ensured the
supply of essential goods and movement of
essential personnel (The Economic Times,
2020)
23
. By working closely with city authorities,
23 This was in the backdrop of nationwide lockdowns
across the world and pertinently in India on account
of the public health emergency precipitated by the
Covid-19 pandemic.
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6.2.1.  Case Study: How is India Protecting and Leveraging the Platform
Economy Against Covid-19?
Source: Adapted from Raman & Ramachandran, 2020b; Government of India, 2020
I. Protective measures taken by platform businesses
Platforms like Ola, Uber, Urban Company, Swiggy, Zomato, Dunzo, Flipkart, Big Basket, and
Delhivery implemented the following measures to protect workers and their families.
1. Supporting the livelihood of workers and their families
a. Providing health access for all and expanding paid leave
i. Providing health access and insurance and covering medical expenses
1. Ola has facilitated free medical help for all driver-partners and their families.
The driver-partners and their spouses will be covered by a sum of INR
30,000 under which they will receive a compensation of INR 1,000 per day
for a maximum of 21 days for an individual from the date they are tested
positive for Covid-19. The cover would include their hospital expenses and
home quarantine prescribed by a doctor.
2. Urban Company is contributing INR 1.5 Cr to a Covid-19 relief fund to help
the families of 30,000 gig workers.
b. Offering paid sick leave
i. Delhivery, India’s courier pickup and delivery company has provided paid sick
leave for 40,000+ central and field employees and partners. This policy will
continue through Covid-19 outbreak, with no stipulated end date.
2. Securing income and livelihoods of gig workers and small business
i. Safeguarding small businesses
1. Ola has created a corpus of INR 20 Cr, called the “Drive the Driver Fund” to
support auto-rickshaw, cab, kaali-peeli and taxi drivers to mitigate the effects
of the lockdown on their income.
platforms and platform workers laid a strong
foundation of social partnerships, thus paving
the way for a far more resilient world. Thanks
to digitalisation, drivers affiliated to passenger
mobility platforms were able to ferry the elderly
and other vulnerable groups to hospitals,
while doubling up as delivery personnel
delivering medicines, food, and groceries to
those in need. Furthermore, platforms forged
technology-based partnerships offering last-
mile logistic support transporting medicines,
life-saving equipment, etc., and movement
of fresh produce from farms to markets in
a safe manner, among others (Raman &
Ramachandran, 2020b).
Globally, both the government and the
platform businesses implemented a plethora
of measures to protect the lives and livelihoods
of platform workers. Such initiatives are
presented in sections 6.2.1 and 6.2.2.
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2. Ola has partnered with Avail Finance under the Ola Sahyog initiative to enable
instant access to cash for 100,000 eligible driver-partner families across the
country. This would provide crucial credit of INR 1200 per week for three weeks
to foot household expenses, set off against future earnings on the platform.
ii. Waiving lease and insuring payments
1. Urban Company is extending interest-free business advances and delayed pay-
back periods to protect the gig workers, self-employed and small businesses
engaged with them.
3. Protecting workers in the work environment
a. Strengthening operational safety and health measures
i. Securing safety and health through training and education
1. Platforms have laun ched dedicated hot lines and websites to disseminate
information and take preventive action.
b. Mandating the use of hand sanitisers and masks
i. Platforms, particularly, those handling food and other deliveries have mandated
the use of hand sanitizers and masks by their driving
and delivery partners and require them to wash their hands regularly and
observe “coughing etiquette” as specified by WHO and health ministries
around the world.
c. Adapting the work environment
i. Enabling contactless deliveries: To ensure the safety of workers during this
emergency, food and grocery delivery platforms have developed no-contact
protocols and temperature checks for its personnel.
ii. Physical separation: Ride-hail platforms have provided drivers with masks and
sanitizers, created physical separation between driver and passenger cabins,
and mandated regular cleaning of taxis.
iii. Servicing new markets, from food delivery to grocery and medicine delivery
iv. Going digital: encouraging card-less, cashless payments, “no-contact” payments
II. Protective measures taken by the government
To stimulate the economy and labour demand in these challenging times, governments
have announced discretionary measures supplementing existing social safety nets and
insurance mechanisms.
1. Active fiscal policy & accommodative monetary policy
a. Active fiscal policies include social protection measures ranging from targeted
transfers to automatic stabilisers such as unemployment benefits, and public
investment and tax relief for the self-employed, gig workers, and Micro, Small, and
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Medium Enterprises (MSMEs). Accommodative monetary policies consist of interest
rate reductions, reserve rate relaxation, and targeted liquidity provisions.
b. While over 20 State Governments in India announced a series of measures, the
Central Government too for its part announced additional cash transfers, medical
insurance cover, and in-kind transfer of wheat/ rice and pulses to beneficiaries
under various existing schemes.
2. Lending and financial support to specific sectors
a. India is extending collateral-free loans up to INR 20 lakh each to women in Self
Help Groups.
b. Under the Atmanirbhar Bharat Abhiyan, India has announced an INR 20 lakh crore
package on May 12th, 2020, to cater to various sections including cottage industry,
MSMEs, labourers, middle class, industries, among others.
III. Leveraging the Platform Economy for Recovery and Resilience
a. A few governments are choosing to take an active approach to utilise and expand the
services of gig workers and make them an integral part of crisis management. These
include measures to tap into companies’ resources and logistical networks, and the
skills of their gig workers.
b. In India, the Kerala State Civil Supplies Corporation (Supplyco) in Kochi, partnered
with food delivery service Zomato to enlist grains and other essentials on the app.
By restricting payment to online mode only and by roping in Zomato’s expertise in
packaging to train their staff, this action shows the state’s commitment to public health
and well-being as well as the willingness to cooperate with the private sector.
c. The ride-hailing platform, Ola, has supported the local administration in Bengaluru
(Bruhat Bengaluru Mahanagara Palike, BBMP), India, to provide transportation for
health workers to visit people quarantined at home and ensure their well-being. Ola
and other platforms facilitated visits of health workers to around 20,000 households in
the city. Ola has additionally pledged 500 cabs for the state government of Karnataka
to transport healthcare workers and medicines, and for other emergency purposes.
d. The Government of India’s Union Health Ministry allowed the doorstep delivery of
essential medicines to curb the need for movement. Many states are following this
approach for large-scale immunisation as well.
e. The Government of India provided an enabling environment for online grocery stores
to deliver food and essentials to shut-in families during the ongoing lockdown. This
enabled the hiring of a larger number of warehouse workers and delivery partners as
online orders increased.
f. Further, the Government of India notified all States and Union Territories to exempt
e-commerce operations from any prohibitory order during the lockdown in view of the
necessity to ensure smooth delivery of essential goods and services to all citizens while
practicing physical distancing.
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g. With the need for housing away from home on the rise due to mandatory self-isolation,
hospitality aggregator Oyo offered rooms for quarantines to the Delhi government. Oyo
has also offered crucial free or highly subsidised homes to medical professionals and
first responders.
6.2.2.  Case Study: Global Best Practices on Protecting and Leveraging
the Platform Economy against Covid-19
USA
In 2020, New York City offered help to the gig workers, who were licensed with the Taxi &
Limousine Commission, by getting them delivery work (Dickey, 2020). The jobs came with
minimum wage guarantee, paid as much as USD 15, apart from reimbursement for gas
mileage and tolls. On similar lines, delivery company Postmates had created a relief fund
to support medical expenses of delivery persons affected by Covid-19 (Shieber, 2020). This
provided social security to those suffering from income loss in the wake of business closures.
UK
The FinTech community in the UK came together to build a “Covid Credit”, that would allow
sole traders to self-certify lost income. Their aim was to extend govern ment relief, which was
otherwise meant for salaried workers, to now be expanded to the self-employed, gig workers,
and small businesses through this Open Banking technology (O’Hear, 2020).
Singapore
In Singapore, Grab offered driver and delivery-partners a one-off income support of USD 500-
1,000, and a reimbursement of the rental fee for drivers. Additionally, driver-partners were
given a supplemental income for 90 days, through a Special Relief Fund,which consisted of a
combination of daily allowance from the Government and weekly cover by Grab (Grab, 2020).
South Africa
South African startup, Yoco Card Machines accelerated the development of its remote
payment product to enable transfers on its client network through weblink. Yoco is a leading
payments partner for small businesses and this move benefitted them largely, with the
pandemic restricting movement. It also issued a directive to clients to encourage customers
to use the contactless payment option on its point of sale machines (Carraro, 2020).
China
DiDi Chuxing launched a Covid-19 insurance programme that offered medical emergency
allowances to drivers who were working while other means of public transportation in China
were suspended or considered unsafe. DiDi Chuxing engages 20 million drivers and delivery-
partners (couriers), who were also given additional cover, through a USD 10 million Relief
Fund for Covid-19 infected drivers and couriers in all the countries it operates in (BusinessWire,
2020).
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Hong Kong
UberEats in Hong Kong waived off its service fee for independent restaurants and reduced
it for all other restaurant partners to keep the delivery service afloat, while supporting
businesses, during the first wave of the pandemic. Additionally, it provided them with the
option to receive daily payments instead of weekly, in order to maintain cash flow and pay
suppliers and staff (Korosec, 2020).
India
In India, a similar initiative was led by the Kerala State Civil Supplies Corporation (Supplyco)
in Kochi, where they partnered with food delivery service Zomato to enlist grains and
other essentials on the app. Thereafter, the payment mode was restricted to online
mode only and Zomato’s expertise in packaging to train their staff was leveraged as well.
On the other hand, brands such as Flipkart, BigBasket and Grofers were granted permission
to service grocery requests in cities. This enabled the hiring of a larger number of warehouse
workers and delivery partners as online orders increased, offsetting job losses in other sectors
such as travel & tourism, sales and restaurant service to a certain extent (Shrivastava, 2020).
The Government of India, too, had notified all States and Union Territories
to exempt e-commerce operations from any prohibitory order (Ministry of Home Affairs,
2020) during the nation-wide lockdown.
The evidence of social protection for platform
workers across different economies of the
world during the pandemic, highlights the
unique nature and requirements of this new
form of work. These initiatives and measures
show examples of how social security can be
planned at the firm level. Existing designs of
social protection were insufficient in covering
platform workers, who needed a range of
additional interventions such as customised
health insurance, daily allowances from
the government to cover income loss, and
accelerating development of online payments
modes. This existing evidence of innovative
social security provisions for platform workers
not only underscores how their potential can
truly be leveraged, but also indicates the need
to redesign social security programmes to
meet the unique demands of the changing
future of work.
6.3.  CONTEMPORARY CHAL-
LENGES TO REGULATORY
FRAMEWORK FOR GIG
AND PLATFORM WORKERS:
A GLOBAL ABSTRACT
Even as platformization has spread across
different economies of the world, the
characteristics of platform workers across
nations starkly differ. As has been the case
for many economic models, including the
adoption of the formal-informal dichotomy,
the concepts and ideas around platform
economy are too being largely viewed from
the lens of developed nations.
Platformization began in the US in 2008, and
despite the key overlapping aspects of the
work, the nature of the workforce has been
remarkably different in emerging economies.
While emerging and developing countries
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represent 82% of world employment, 93% of
the world’s informal employment is in these
countries (ILO, 2018). Maximum employment
in the informal sector can be seen in Africa
at 85.8%, followed by 68.2% in Asia and the
Pacific, 68.6 per cent in the Arab States, 40.0
per cent in the Americas and 25.1 per cent
in Europe and Central Asia (ibid). Below is a
timeline of how the regulatory framework
with respect to platform work has been
evolving around the world.
6.3.1. USA
Current size of informal workforce: 18.6% (ILO, 2018)
Late 2000s
The founding of Airbnb, Uber, Snap, Facebook, Twitter, WhatsApp, Open Table
catalysed the platform revolution in the second decade of the 21st century (Acs
et al, 2021).
Platforms in the sharing economy (AirBnB, Uber) were formed in response to the
global financial crisis of 2007-‘09 (ILO, 2021; Hall & Ince, 2017).
2010 onwards
Platform workers are treated as independent contractors, but businesses assure
them benefits by working with them to create and fund their workers association
(Reis & Chand, 2020, Farmer, 2020a; Isaac & Sheiber, 2016).
2019-20
57 million gig workers (McCue, 2018).
Three states – New Jersey, California and Massachusetts challenge worker status.
Worker unions demand that the workers be treated as employees (Kerr, 2019; GWC
Law, 2020).
California becomes the first state to change its labour law and grant gig workers
more labour protections with Assembly Bill 5 (AB-5) (California Legislative Information,
2019), that came into effect in January 2020.
The law expanded the definition of an employee, making it harder for employ-
ers to classify regular workers as independent contractors, forcing companies
to shift classification of these workers to employees.
AB-5 proposes an ABC-test to determine the employment status of workers
associated with platforms and companies (DIR, 2019).
Under this test, a worker is considered an employee and not an independent
contractor, unless the hiring entity satisfies the following three conditions (ibid):
i. The worker is free from the control and direction of the hiring entity
with respect to the performance of the work, under the contract for the
performance of the work as well as in fact;
ii. The worker performs work that is classified outside the usual work of the
hiring entity’s business; and
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iii. The worker is customarily engaged in an independently established trade,
occupation, or business of the same nature as that involved in the work
performed.
The law mandates by the courts and extends labour protections like paid leave
to about one million people who were formerly classified as contractors.
Opponents say, instead of protecting them, the new law is taking away their
livelihood because clients don’t want to risk running afoul of the requirements
for California-based freelancers (Farmer, 2020b).
As a result AB-5 will increase labour costs, which would be transferred to the
consumers and reduce the flexibility of workers.
The Bill unintentionally affects truck drivers working as independent contrac-
tors. It makes it difficult for drivers to work for themselves. AB-5 presumes
all workers are employees. Therefore, Carriers would either have to convert all
independent contractors into employees, or terminate their agreements and
hire a new fleet of drivers (Brin, 2021).
By early Sep. 2020, over 100 exemptions and limitations were made to the
original law (AB-5). The Sep. exemption was introduced for the benefit of the
music industry workers. The practical effect is that a test different from the
ABC-test would be used to determine status of workers in the music industry
(Oncidi, Gold & Deserio, 2020).
2020
Californians vote for Proposition 22 (Prop-22), one of the 12 initiatives that appeared
on the ballot for votes on 3rd November 2020 along with the US presidential
elections. It exempts gig companies in the ridesharing and food delivery industries
from AB-5, which requires them to treat workers as employees (O’Donnell, 2020).
Platform workers would thus remain flexible, gig-based workers while also gaining
benefits like assured earnings to the tune of 120% of minimum wages and rebates
on healthcare, owed by the platform/ Network Company (ibid).
Through the Prop-22, “The Protect App-Based Drivers and Services Act” came into
being and ensured that rideshare and delivery workers continue to reap benefits
of flexible, gig-based work, alongside economic security.
2021
In August 2021, Alameda Superior Court declares Prop-22 as “unconstitutional”, a
decision that has since been challenged (National Law Review, 2021; Bloomberg
Law, 2021).
6.3.2. UK
Current size of informal workforce: 13.6% (ILO, 2018)
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The UK is the only country to have the “worker” category between employees and the
self-employed. This categorisation gives them entitlements such as national minimum
wage and paid holiday, but does not give them full employment rights, such as the
right to not be unfairly dismissed (PwC, 2021; Government of UK, 2021).
Launch timeline of select platforms:
2007: PeoplePerHour
2009: AnyVan
2010: Fiverr
2011: Hailo (later, myTaxi; now, FREENOW)
2012: Uber launches in the UK; treats its workers as independent contractors
2013: TaskRabbit, Deliveroo
2015: UpWork
2016: AmazonFlex, UberEats
2016
The UK Government commi ssions Matthew Taylor, former head of ex-PM Tony
Blair’s policy unit, to review modern workers’ rights and practices, including platform
work; and to look at a range of issues, including workplace insecurity and anxiety,
parental rights, access to pensions, and holiday pay (Mason, 2016).
Labour employment tribunal rules that Uber drivers are not self-employed and
should be paid the “national living wage” and holiday pay (Osborne, 2016).
2017
Good Work: The Taylor Review of Modern Working Practices by Matthew Taylor,
publishes its findings and recommendations
The report calls for a new “dependent contractor” category of worker. States
that gig economy workers and those on flexible contracts should, through this
new status, receive benefits such as sick pay and holiday leave (Quinn, 2017).
The status would also mean they are obliged to pay National Insurance
contributions, which was otherwise avoided through gig workers being
classified as “self-employed” (Taylor et al, 2017).
Uber challenges the 2016 employment tribunal ruling and loses (Davies, 2017).
The Independent Workers’ Union of Great Britain, which backed the appeal,
says drivers will still be able to enjoy the freedoms of self-employment – such
as flexibility in choosing shifts – even if they have worker status.
2018
The government publishes its response to the Good Work report, launches four
consultations into employment status, increasing transparency in the labour market,
agency and atypical workers, and enforcement of employment rights (ClarksLegal,
2019).
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The government also releases a report, The Characteristics of those in the Gig
Economy – Final Report, in February 2018. The report posits that 4.4% of the
population in Great Britain had worked in the gig economy in 2017-18 (Department
for Business, Energy & Industrial Strategy, 2018).
Uber introduces new insurance plan for its drivers and couriers across Europe,
including the UK (Topham & Butler, 2018)
The plan to be free of cost for the drivers.
Drivers who have completed 150 trips in the past two months, or Uber Eats
couriers who have completed at least 30 deliveries to be eligible.
Plan to cover £1,000 for maternal care, with sick pay for injured drivers after a
week capped at £1,125 (ibid).
2019
The government holds three more consultations on one-sided flexibility (addressing
unfair flexible working practices), establishing a single enforcement body for
employment rights and proposals to support families (The Law Society, 2020).
In the December 2019 Queen’s speech, the government made its proposals to
introduce an employment bill, which would include changes already anticipated
by the Good Work Plan. However, no progress has been made on this front yet
(Ozanne, 2021).
2021
Growth in platform work
2016-’19: People performing platform work at least once a week grew from 5.8% of
the working population in 2016 to 11.8% in 2019 rising to 14.7% in 2021; equivalent
to approximately 4.4 million people (TUC, 2021).
In February 2021, the Supreme Court unanimously rules (Russon, 2021) that Uber’s
drivers are workers as:
The company controls everything, from the fare to the number of rides they
can reject before being penalised.
Uber’s drivers are working from the moment they are logged into the app,
even if they are waiting for a ride, and not just when they are actively ferrying
passengers.
In March, Uber reclassifies its 70,000 driver-partners in the UK as “workers” (Pitas,
2021).
New benefits under this reclassification (Davies, 2021):
Minimum wage: Uber worker will earn the minimum wage (£8.72 per hour
for people aged 25+) after accepting a trip and after expenses.
Paid Holiday Time: With 12.07% of earnings paid out every two weeks.
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Pension Plan: Paid into by both Uber and the worker, if the worker is eligible
(Government of UK, 2020). Here, Uber’s contributions will be 3% of a driver’s
earnings.
Continuation of old benefits: Free insurance in case of sickness or injury as
well as parental payments, which have been in place for all drivers since 2018,
and continued support from Uber’s Clean Air Plan in London, which has so far
raised over £120m for drivers switching to an electric vehicle.
In November, Uber challenges a small part of the Supreme Court ruling, where a
judge’s comments suggest the tech firm should enter into a direct contract with
passengers when providing car journeys. Uber’s contention is that passengers enter
a contract with the drivers affiliated with Uber, while Uber maintains a contractual
relationship with drivers (Milligan, 2021).
In December, the UK High Court rules that Uber’s existing business model is
unlawful. The judgement has ramifications for the entire ride-hailing industry in the
UK, with the potential of an indirect price rise, with Uber and others now liable for
VAT, which could add up to 20% more to the cost of a trip (Lomas, 2021; Topham,
2021; Keane, 2021).
6.3.3. European Union
The European Union at present has a draft underway that will reclassify platform
workers as employees if their work fits certain criteria, set minimum rights for these
workers, but allow countries under the EU to take forward the implementation as per
their needs (Haeck, 2021a).
The Netherlands
Current size of informal workforce: 9.4% (ILO, 2018)
In 2021, a Dutch Court rules that the legal relationship between Uber and the drivers
aligns with all the characteristics of an employment relationship: work, salary and
authority (Haeck, 2021b)
As a result, the platform will have to “employ” over 4,000 drivers and pay them by
the rules of the collective labour agreement of the taxi industry (ibid).
France
Current size of informal workforce: 9.8% (ILO, 2018).
In 2020, Cour de Cassation, France’s top court recognises the right of an Uber driver
to be considered an employee, stating that these drivers could not qualify as a self-
employed contractor because he could not build his own clientele or set his own
prices, making him a subordinate of the company (Al Jazeera, 2020).
Spain
Current size of informal workforce: 27.3% (ILO, 2018).
In 2020, Spain’s top court rules that platform businesses must officially hire drivers
as “employees” (Pymnts, 2021).
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A year later, in 2021, Spain’s government pledges to clarify the legal status of couriers
working for online delivery firms, saying they should be considered employees
rather than “gig” workers (France24, 2021).
Later in the year, Spain government enacts legislation that recognises riders working
for delivery firms such as Deliveroo and UberEats as salaried staff. Spain becomes
the first country in the EU to do so (ibid).
6.3.4. Indonesia
Current size of informal workforce: 85.6% (ILO, 2018).
2015
Platform economy gains attention, particularly with the popularisation of platform-
based online motorbike taxi services, Ojek (Rachmawati et al, 2021).
Platform businesses adopt a “partnership model” with their drivers, to offer greater
freedom and flexibility in terms of hours and work arrangements. These driver
partners are classified as temporary contractors (Mulia, 2021).
2018
Platform services expand beyond ride-hailing to offer last-mile delivery and food
delivery (ibid).
The on-demand economy in Indonesia, thus, provides workers with an alternative
to existing low wages and underemployment in the informal economy (Fanggidae,
V. et al, 2018).
2021
No-work strikes are carried out by drivers/couriers working with platform businesses,
to express dissatisfaction with low incentive schemes (Mulia, 2021).
Youth organisation, Emancipate, initiates an online petition, which will be sent to
the Manpower Minister, on getting 10,000 signatories. The petition demands new
regulations to ensure decent income schemes, humane workloads, labour rights,
and legal assistance when needed for couriers (ibid).
6.3.5. India
Current size of informal workforce: 92.5% (Ramana Murthy, 2019; NCEUS, 2007)
2017
The Delhi Commerce Driver Union, representing 1.5 lakh drivers in the city, moves
High Court seeking employee status (NDTV, 2017).
The Court directs the central government, as well as the state government to
clarify their stand on the issue of worker classification. The case is moved to an
employment tribunal where it is pending (Surie, 2018).
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2019-2020
The government introduces the Code on Social Security 2020. The Code acknowledges
gig and platform workers outside the traditional employer-employee arrangement.
The Union Road Transport Ministry issues fresh guidelines for motor vehicle
aggregators that regulates working conditions for the platform drivers (Singh,
2020c).
The driver should receive 80% of the fare from each ride, 20% will go to the
aggregator.
The aggregator will be allowed to charge only 50% lower than the base fare.
Drivers to not be permitted to work for more than 12 hours in a day.
Companies to provide them insurance cover (ibid).
2021
During the Budget 2021-22, the Finance Minister announces that minimum wages
will apply to all categories of workers, including the gig and platform workers, and
that they will be covered by Employee State Insurance Corporation (ESIC) (Khan,
2021).
The Ministry of Labour and Employment launches the e-Shram portal, which will
register unorganised workers to create a centralised database seeded with Aadhaar.
The portal would have the following benefits (Ministry of Labour & Employment,
2021):
After registering, the worker will get an Accidental Insurance cover of INR2Lakhs
under the Pradhan Mantri Suraksha Bima Yojana (PMSBY) and premium for
the first year will be borne by the Ministry of Labour & Employment
24
.
In future, all the social security benefits of unorganised workers will be delivered
through this portal. In emergency and national pandemic like situations,
this database may be utilised to provide necessary assistance to the eligible
unorganised workers.
A petition is filed in the Supreme Court of India, urging the Court to direct the
Government to extend social security benefits to “gig and platform workers”
engaged with Ola Cabs, Uber, Zomato and Swiggy, and have them treated as
employees (“workman” under existing laws) (Singh, 2021; Suryam, 2021).
The petition is jointly filed by a registered union and a federation of trade unions
representing app-based transport and delivery workers, and two individual drivers
who have worked with Ola Cabs and Uber.
The Supreme Court seeks response from the Centre on the plea. Matter to be
heard in 2022 (Roy, 2021).
24 E-SHRAM portal: Frequently Asked Questions, Q8 and Q21.
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Apart from the above mentioned countries,
other countries such as Italy, Uruguay, Austra-
lia and New Zealand, that have a significant
presence of the platform economy, are also in
midst of debates around the classification of
platform workers (Armellini & Sage, 2021; Carli,
2021; Healey, 2021).
The proportion of informal workforce is
remarkably high in the global South, as
compared to the global North. Whereas
countries like the USA (18.6%), UK (13.6%), and
Spain (27.3%) have a relatively small informal
sector, the global South paints a contrasting
picture with India (93%), Indonesia (85.6%),
and China (54.4%) (ILO, 2018) showing high
levels of informality. Not only is the proportion
of informality higher in these nations, but
their enormous population further adds to
their existing structural insecurities.
In countries of the global North, web-
based jobs are performed by a low-skilled
workforce, whereas, in the global South,
these jobs are carried out by relatively more
skilled professionals (Tabares, 2019). In terms
of preference for independent work, only 20
to 30% of the working age population in the
United States and European Union opted
for it. Within them, over half the individuals
engaged in order to supplement their income
from traditional jobs, and around 30% chose
them out of necessities such as inability to
find a traditional job (McKinsey, 2017). On the
other hand, in emerging economies of the
global South that witness a high degree of
informalisation, access to traditional jobs is
limited and independent or informal work is
a more prevalent option.
In the light of the above evidence, it can
be seen that the purpose of platform jobs
is markedly different in the global North
and global South; and hence the structural
challenges may also differ. As evidenced
in Indonesia, since the advent of platform
work in 2015, the number of mobility sector
workers increased by 5,00,000 within a year
(Rachmawati et al, 2021). Consequently,
Indonesia’s unemployment rate fell from
6.18% to 5.61% in that duration (ibid).
The on-demand economy provides workers
with an alternative to existing low wages
and underemployment in the informal
economy, as seen in Indonesia (Fanggidae,
V. et al, 2018). Additionally, individuals may
have greater flexibility and choice of work
and gain additional benefits, which otherwise
informal sector workers are deprived of. In the
UK, for instance, even before being classified
as “worker”, platform workers enjoyed several
benefits, such as free insurance in case of
sickness or injury, parental payments which
have been in place for all drivers since 2018,
and continued support from Uber’s Clean
Air Plan in London, which has so far raised
over £120m for drivers switching to an electric
vehicle (Davies, 2021).
It is clear that the need of the hour is to
acknowledge the unique features of a
platform worker. In such an event, the worker
entitlements for platform economy must
also be designed specifically to cater to their
unique requirements.
6.4. BEST PRACTICES
This section throws light on some of the best
practices followed by countries in providing
entitlements to platform workers, without
compromising on their worker classification
status. These practices can serve as a blueprint
for the rest of the world in shaping the social
security ecosystem with the changing future
of work.
6.4.1. Indonesia
Indonesia is one among the few countries
globally that has adapted its regulatory
frameworks and enforcement mechanisms to
ensure social protection coverage for platform
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workers. Indonesia has introduced a digital
mechanism to securitise digital platforms
commonly used for motorcycle taxi rides in
the country. When using the application, a
small amount of the tariff is automatically
deducted for accident insurance of both the
driver and the passenger for the length of the
trip (ILO, 2018).
Further, Indonesia’s social insurance
administration organisation called Badan
Penyelenggara Jaminan Sosial(BPJS) has
introduced a set of reforms that address
the exclusionary design of conventional
worker entitlement policies tied to status
of employment. The two key schemes
introduced by BPJS are – BPJS Kesehatan
for universal health insurance and BPJS
Ketenagakerjaan for worker insurance. The
latter offers affordable future protection and
guarantees to the workers (Yoel & Hasym,
2021).
On registering as a member of BPJS
Ketenagakerjaan, workers get access to
three types of insurance: Old-Age Insurance
(Jaminan Hari Tua or JHT), Work Accidental
Insurance (Jaminan Kecelakaan Kerja or JKK),
and Death Insurance (Jaminan Kematian
or JKM). The eligibility for such schemes
was limited to company workers, under the
Jaminan Sosial Tenaga Kerja (Jamsostek
or Social Insurance for Workers). However,
since the scheme has been rechristened to
BPJS Ketenagakerjaan, it has expanded its
scope to include even those who have a
job outside of a work relationship such as
traders, fishermen, bloggers, artists, athletes,
motorcycle taxi drivers, gig workers and other
independent workers (ibid).
Moreover, independent workers can get
greater cover under BPJS’ Non-Wage
Recipient (Bukan Penerima Upah or BPU)
program, getting access to guarantees from
BPJS Ketenagakerjaan and also the same
facilities as workers in the formal sector.
Some of the benefits under BPU cover are –
care and medical facilities if a worker meets
with an accident at work, full cover for three
months in case a worker is unable to work as
a result of an occupational disease or work
accident (ibid).
In order to fund social security programmes
and mitigate the economic impact of the
pandemic, in 2020, Indonesia has imposed
a 10% value-added tax on digital services
provided by non-resident companies
(Yu,2020). Even though there was no specific
assistance programme for the online ojek
drivers, the government provided financial
assistance to them through its direct cash
assistance programme, Bantuan Langsung
Tunai (BLT). The programme assisted
those whose earnings were impacted by
the pandemic, by providing cash (US$ 43)
per month for three consecutive months
(Rachmawati et al, 2021).
6.4.2. Uruguay
Uruguay has an application to facilitate
mandatory social security coverage for all taxi
drivers, including those operating through
online platforms, which builds on its efforts
of simplified tax and contribution collection
mechanisms for the self-employed and
micro-enterprises (ILO, 2018).
Self-employed individuals and small
businesses that are eligible for Monotax
(unified contributions) can either choose to
pay that on the revenue generated by their
activities (called “Monotributo” in Uruguay),
or contribute to ordinary social security and
taxes (except import taxes) (ILO, 2014). These
Monotax contributions are collected by the
Uruguayan Social Security Institute (BPS) that
transfers a proportion to the fiscal authority.
The remaining amount is used by the BPS
to finance social security benefits for those
affiliated through the scheme and their
families. Monotax members can also include
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one-person businesses, for whom the Social
Monotax (Monotributo Social MIDES) has
been created. This Social Monotax can also be
availed by individuals in households earning
below the poverty line or in situations of socio-
economic vulnerability (ILO, 2014).
Uruguay has, thus, introduced adapted
mechanisms for its platform workers. In its
G20 document on social protection, the ILO
notes, “Where such mechanisms are part
of the general social insurance scheme or
foresee portability arrangements, workers
transitioning from one form of employment
to another, or combining different types of
employment, will not see their social security
coverage interrupted or reduced. At the same
time, the coverage of this type of worker
helps to ensure a level playing field and a fair
competitive environment among economic
actors in the “old” and “new” economy.” (ILO,
2018)
6.4.3. India
The Ministry of Labour and Employment,
Government of India, in August 2021, launched
the e-SHRAM portal. The portal is a first-ever
national database of unorganised workers,
including construction workers, gig and
platform workers, migrant workers, among
others (PIB, 2021b). The centralised database,
seeded with Aadhaar, will give the registered
workers access to an Accidental Insurance
cover of INR 2 lakhs under the Pradhan
Mantri Suraksha Bima Yojana (PMSBY). The
premium for the first year will be borne by
the Ministry of Labour & Employment for
this scheme. The government envisages
e-SHRAM as a unified window, wherein all
future social security benefits of unorganised
workers will be delivered through this portal.
In emergency and national pandemic
situations, this database will be utilised to
provide necessary assistance to the eligible
unorganised workers (Government of India,
2021).
As of March 2022, more than 27 crore infor-
mal workers have registered on the portal, of
which 52% were from the agricultural sec-
tor, domestic and household workers (9.9%)
and construction workers (9.1%) (e-SHRAM
dashboard, 2022). When coupled with CoSS
2020, e-SHRAM portal can expand the scope
of social security by giving a large number
of platform workers access to government
sponsored schemes. The blueprint and op-
erationalising of CoSS 2020 have been dis-
cussed at length in the following section.
6.4.4.  CoSS 2020: Expanding the
Scope of Social Security
Expanding the scope of social security, the
Code on Social Security 2020 defines it as
“the measures of protection afforded to
employees, unorganised workers, gig workers
and platform workers to ensure access to
health care and to provide income security,
particularly in cases of old age, unemployment,
sickness, invalidity, work injury, maternity or
loss of a breadwinner by means of rights
conferred on them and schemes framed,
under this Code.” The Code also provides for
the setting up of a Social Security Fund for
social security benefits to gig and platform
workers with contributions from aggregators/
platforms (between 1-2% of annual turnover),
workers and the government. (Ministry of
Labour and Employment, 2020a).
The Code, therefore, acknowledges gig and
platform workers as a distinct category.
Extending social security to those associated
in non-traditional work relations such as
platforms is key to addressing the social
security gap in India and elsewhere. The
RAISE framework presented in the box
below presents a five-pronged approach to
operationalising the Code on Social Security
(CoSS) 2020, as Central and State governments
formulate the rules under CoSS 2020.
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| 89
RAISE approach to
operationalising CoSS 2020
As Central and State governments
formulate rules under CoSS 2020, they
could adopt the five-pronged RAISE
approach to ensure realisation of full
access to social security for all gig and
platform workers
25
(Ramachandran,
Raman & Singh, 2021).
Recognise the varied nature
of platform work to design
equitable schemes
Platform businesses within and across
industries are inherently different in their
nature of work. To elaborate, the business
model and revenues of a rideshare platform
could vary based on the services being
aggregated, the size and scale of operations
of the platform, the specific segments of
workers and customers the platforms cater
to (e.g: all-women rideshare platforms
catering to women customers alone), etc.
Further, platform workers can be associat-
ed with multiple platforms simultaneously
or in different time periods through the
year and through their lifetime. Addition-
ally, an individual could be both a platform
worker and employed in the organised or
unorganised sectors simultaneously.
These factors should be taken into
consideration while designing schemes
that determine the contribution of funds
to the central social protection corpus.
In so doing, the government can ensure
that schemes are inclusive and afford
maximum coverage for workers, and
25 The following is an excerpt from Issue Brief,
‘‘Reimagining Social Protection in the 21st century:
Operationalising the Code on Social Security 2020’,
by the Ola Mobility Institute (Ramachandran, Raman
& Singh, 2021) reproduced with permission.
platforms of all sizes and revenues are able
to protect workers while also continuing
their business. This would also ensure
flexibility of the worker to engage with
multiple kinds of work and achieve greater
income security.
Allow augmentation of social
security through innovative
financing mechanisms
Social security schemes must be designed
in a way that allows platform workers
the choice to avail additional social
protection cover such as health or life
insurance through financial institutions
like insurance companies, banks, NBFCs,
new-age FinTech businesses, etc.
Today, FinTech companies are making
insurance accessible and affordable
to platform workers and blue-collared
workers across industries (Mishra, 2020). By
adding millions of youngsters to the pool of
those insured, such micro-insurance, tech-
powered initiatives are lowering the risk
and the insurance premium by extension.
For platform workers who shall be
protected under the Code on Social
Security, the option of choosing top-ups
empowers the worker to secure cover
for other beneficiaries apart from the
ones covered in the scheme, and also
cater to healthcare expenses not covered
by the government schemes. Therefore,
platform workers should be allowed to
top up insurance limits through voluntary
additional premiums in the public or the
private sectors.
Additionally, the government can leverage
the e-SHRAM portal to combine products
like the National Pension Scheme, Atal
Pension Yojana with insurance and a
liquid mutual fund.
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Global Examples and Suggestions for Social Security for Gig & Platform Workers in India
Incorporate, while designing
schemes, the specific interests of
platforms, factoring the impact on
job creation, platform businesses
and workers
The very nature of platform work has
ensured the creation of millions of
livelihood opportunities, giving workers
the flexibility to increase their incomes
from multiple jobs. Furthermore, platforms
may not be limited to only one business
and could have multiple businesses
that may or may not engage platform
workers. Therefore, scientifically rigorous
methods for social security coverage
are needed that would promote job
creation and ensure minimum burden
on both workers and platform businesses.
Support workers to subscribe to
government schemes and welfare
programmes through widespread
awareness campaigns
Information, Education and Communica-
tion are key to increasing the awareness
and utilisation of social security schemes.
As the Code on Social Security 2020 is
operationalised, gig and platform workers
too need to be updated with all relevant
social security benefits they can avail. The
schemes must detail strong awareness
programmes in a manner that government
information reaches each and every worker.
Effective and widespread communication
is essential to raise awareness and ensure
every worker in India is truly protected
Ensure benefits are readily
accessible to workers
Platform workers are mobile i.e. they
can simultaneously work on multiple
platforms or in different states at different
time periods. They can also work in the.
organised or unorganised sectors on
the side. Such mobility makes workers
vulnerable to local-level policy differences
in accessing complete social security
benefits. Therefore, to ensure that benefits
are easily accessed by workers, universal
and portable social security measures are
important.
Here, India should leverage technology.
India is a global trailblazer in fostering
digital financial inclusion through the
unique IndiaStack platform for financial
transactions and Direct Benefit Transfers.
Likewise, while operationalising CoSS
2020, layering technology through all
the stages of accessing a scheme would
streamline distribution of funds. Harnessing
the power of technology, disbursement
of funds and grievance redressal can
be achieved for the digitally-proficient
platform workers across India. The recently
launched e-SHRAM portal achieves the
goals of facilitating ready access to social
security benefits to workers as well as
ensuring social protection is portable.
6.5.  POLICY
RECOMMENDATIONS
Create Specific Policies to Promote
the Gig and Platform Economy and
Protect Workers
India requires a framework that balances
the flexibility offered by platforms while also
ensuring social security of workers.
The consequent platformization of work has
given rise to a new classification of labour
platform labour — falling outside of the
purview of the traditional dichotomy of formal
and informal labour. Apart from impetus
through digitalisation, operating outside the
traditional “employer-employee” relationship
enables platforms to scale within and across
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Global Examples and Suggestions for Social Security for Gig & Platform Workers in India
| 91
geographies as well as sectors. Policies
designed by platform firms and governments
need to keep in mind specific characteristics
of workers in these sectors. Based on good
practices identified in the previous sections,
the following suggestions are made for
framing policies and measures that can
be implemented by different stakeholders
viz. the platform firms, other private sector
actors, civil society organisations, and the
government, among others.
Measures for Paid Sick Leave,
Health Access and Insurance: As
illustrated in section 6.2.1, as a part of
initiatives introduced to mitigate the
challenges posed by the Covid-19
pandemic platform firms such as
Ola, Uber, Urban Company, Swiggy,
Zomato, Dunzo, Flipkart, Big Basket,
and Delhivery provided sick leave,
health access and insurance covering
medical expenses of workers and
their families. Such measures for
paid sick leave, health access
and insurance may be adopted by
platforms as a part of their workplace
or work-engagement policies for
all the workers they engage. This
will have positive implications for
offering a social security cover to
platform workers engaged by these
firms.
Occupational Disease and Work
Accident Insurance: As illustrated
in section 6.3.4, Indonesia is among
the few countries globally that has
adapted its regulatory frameworks
and enforcement mechanisms to
ensure social protection coverage
for platform workers. Indonesia has
introduced a digital mechanism
to securitise digital platforms
commonly used for motorcycle taxi
rides in the country. When using
the application, a small amount of
the tariff is automatically deducted
for accident insurance of both the
driver and the passenger for the
length of the trip. Ride-hailing,
delivery and e-commerce and other
platforms may adopt such a model
for providing accident insurance to
all delivery and driver partners across
India. Indonesia’s social insurance
administration organisation has
introduced an insurance programme
for gig and platform workers.
Some of the benefits under the
programme are care and medical
facilities if a worker meets with an
accident at work, full cover for three
months in case a worker is unable to
work as a result of an occupational
disease or work accident. It may
be explored to introduce such an
insurance programme that provides
social security support to workers in
the case of health emergencies and
accidents. These may be offered in
collaboration with the private sector
or government, as envisaged under
the Code on Social Security, 2020.
Retirement/Pension Plans and
Other Contingency Benefits:
As illustrated in the section on
international regulations for gig and
platform workers, in the U.K., the
Supreme Court ruling in February
2021 led to the reclassification of
Uber’s driver-partners in the UK as
workers”. New benefits under this
reclassification included a minimum
wage, paid holiday time, a pension
plan (paid into by both Uber and
the worker), continuation of old-
age benefits introduced since 2018
such as free insurance in case of
sickness or injury as well as parental
payments and platform company’s
support for drivers switching to an
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Global Examples and Suggestions for Social Security for Gig & Platform Workers in India
electric vehicle. On similar lines, gig
and platform firms need to adopt
policies that offer old age/retirement
plans and benefits and other
insurance cover for contingencies
such as injury arising from work
that may lead to loss of employment
and income. Such plans and policies
may be uniquely designed by a
firm, in partnership with insurance
companies, or could be designed
and offered in collaboration with the
government, as envisaged under the
Code on Social Security, 2020.
Support to Workers in a Situation
of Irregularity of Work: The example
of New York City offering help to
gig workers in 2020 is illustrated in
section 6.2.2, who were licensed with
the Taxi & Limousine Commission,
by getting them delivery work
that came with a minimum wage
guarantee. On similar lines, such an
initiative may be incorporated by
gig and platform firms to provide
income support to workers. This will
be a critical step in providing assured
minimum earnings and social
security from income loss in the
wake of uncertainty or irregularity
in work.
Supporting Small Businesses &
Entrepreneurs associated with
Platforms: As illustrated in section
6.2.1, as a part of initiatives introduced
to mitigate the challenges posed
by the Covid-19 pandemic, Urban
Company extended interest-free
business advances and delayed
payback periods to protect the
gig workers, self-employed and
small businesses engaged with
them. Kerala State Civil Supplies
Corporation in Kochi partnered with
food delivery service Zomato to
enlist grains and other essentials on
the app. Following such examples,
small businesses and entrepreneurs
can be encouraged to have linkages
with platforms to expand outreach
for their products and services.
Contingency Cover out of a Corpus
Fund: As illustrated in section 6.2.1, in
order to support auto-rickshaw, cab,
kaali-peeli and taxi drivers to mitigate
the effects of the Covid-19 lockdown
on their income, Ola created a
corpus of INR 20 Cr, called the “Drive
the Driver Fund”. Measures such as
offering a social security cover out
of a corpus fund can help support
gig and platform workers and other
self-employed individuals associated
with the gig and platform sector in
case of contingencies.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
As the gig-platform economy grows, there
is a burgeoning interest from all quarters
to study its impact on the microeconomic
and macroeconomic levels. While this
report estimates the size of the gig-platform
workforce in India, demystifies the impact
of platformization on livelihoods in urban
India, outlines the characteristics of platform
labour and workers, and presents evidence
on its innovative practices to drive social and
financial inclusion, further research is needed
to improve our collective understanding of
the platform economy.
This chapter, therefore, outlines important
questions for future research.
The Future of the
Platform Economy –
A Research Agenda
7
7.1.  THE SURVEY OF SMALL
PLATFORMS
The WESO 2021 report by the ILO notes that
India – like the rest of the world – witnessed
an exponential growth in digital platforms in
the last decade. At approximately 8% of the
world’s platforms, the number of platforms
in India is estimated to have increased from
10 or fewer in 2010 to over 60 in 2020 (ILO,
2021). While the report does not provide
a comprehensive list of platforms in India
even in the common categories of online
(a) web-based work, (b) passenger mobility,
(c) hyperlocal deliveries, and (d) professional
94 |
The Future of the Platform Economy – A Research Agenda
The Future of the Platform Economy – A Research Agenda
| 95
home services, journalistic accounts mention
widespread platformization of domestic
work, gardening, elder care, mechanic work,
at-home care, among others. For instance,
Delhi and Bengaluru had at least over 17
digital platforms for domestic work as of late
2019 (Tandon & Rathi, 2019). In the late 2010s,
several home cook aggregator platforms too
were launched in metro cities across the
country. Thus, numerous platforms of varying
sizes across all the professions listed above are
present in India. Their varied sizes warrant
suitable policy action, with no one-size-fits-
all approach.
For instance, while a large platform
might have the wherewithal to contribute
substantially to social security, a small
platform business with limited funding or
revenues may find it prohibitively expensive
to pay the necessary welfare fees or taxes.
Thus, a differentiated approach is warranted
to ensure that platforms of all sizes survive
and thrive. At present, the regulatory debate
around platform businesses takes a blanket
approach of treating all businesses the same.
However, the functioning and issues of small
platform businesses are not the same as
those of their bigger counterparts. Applying
uniform regulations and policy interventions
without accounting for how their impact
may vary according to the size of a platform,
would prove to be detrimental to the growth
of smaller businesses.
In this context, there is a need to conduct
a big survey of small platforms in India,
enumerating all platform businesses in the
country, ranking them by size, delineating
their characteristics based on a systematic
analysis, and recommending policy measures
for their growth in the years to come. As has
been India’s experience with the Micro, Small,
Medium Enterprise (MSME) sector, small firms
unlock jobs in the millions and contribute
substantially to the economy. They need to
be strengthened by leveraging technology,
improving their efficiencies, etc., all of which
can be addressed through platformization.
7.2. WOMEN-RUN PLATFORMS
Women-run firms in the platform economy
have been fairly successful in attracting and
retaining women workers over the past few
years. They adopt comprehensive measures
to catalyse the participation of women in
the economy. However, they do not scale
as rapidly as their counterparts in India.
Studies have documented their challenges
from limited network effect to heightened
safety and security concerns women face in
public spaces (IFC, 2018; IFC, 2020; Raman,
Ramachandran & Sindhu, 2021).
Therefore, greater information is needed to
understand the difficulties faced by women-
run platforms. Extensive research into this
domain would help design incentives to
promote their growth and help them scale
up.
7.3.  ARE PLATFORMS
FORMALIZING OR
INFORMALIZING THE
ECONOMY?
There is also an urgent need to explore the
question being asked globally, on whether
platforms formalise or informalise the
economy? Formalising the economy can
be viewed from the lens of the firm and
establishment or lens of labour. The former
pertains to the financial aspect of a business;
whether or not it pays taxes, files paperwork
with regularity, etc. This is about standardising
and bringing structure at the enterprise level.
The labour perspective refers to conditions of
work and the status of workers engaged by
the firms under investigation. Therefore, the
labour view is all about formalising everyday
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The Future of the Platform Economy – A Research Agenda
work practices and including workers in the
formal work processes (Castells & Portes, 1989;
Unni, 2018; Sehrawat, et al, 2021).
In this backdrop, a pan-India study on the
formalising or informalising effects of the
platform economy must be undertaken.
It should also be determined if the effects
vary based on the degree of urbanisation,
among other factors. Such a heightened
understanding of the platform economy will
enable India to protect workers suitably while
also creating an enabling environment for the
sustainable growth of the platform economy.
7.4.  CONTRIBUTION OF THE
PLATFORM ECONOMY TO
INDIA’S GDP
This report presents an indirect approach
to estimate the growth in the size of the
gig-platform economy and its contribution
to India’s economic output. Alternative
approaches grounded in actual data of the
number of workers wearing the platform
labour hat are necessary. Furthermore,
using these estimates, the platform
economy’s contribution to India’s GDP
must be determined. This exercise may also
enable India to unpack the pace at which
platformization is occurring across industries
and what enablers and barriers might be
causing the same.
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
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India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
[1] States and Union Territories that have
legalised bike taxis (in alphabetical order):
Andhra Pradesh, Bihar, Chandigarh, Goa,
Gujarat, Haryana, Jharkhand, Madhya
Pradesh, Meghalaya, Mizoram, Punjab,
Rajasthan, Telangana, Uttar Pradesh, and
West Bengal.
[2] See page 30, Fairwork India Report
2020, for estimates of each of the eleven
platforms.
[3] Digital India is a flagship programme of
the Government of India with a vision to
transform India into a digitally powered
society and knowledge economy
(Ministry of Electronics and Information
Technology, 2015)
[4] We use secondary and tertiary sources
here.
[5] See page 30, Fairwork India Report
2020, for estimates of each of the eleven
platforms.
[6] See Section 3.3 for a detailed classification
of platform labour categorised by reach
and complexity of labour.
[7] While this has been observed for gig
jobs with high complexity, women also
Endnotes
122 |
Endnotes
Endnotes
| 123
take up location-specific platform jobs
such as providing professional home
services, delivering packages, or ferrying
passengers, as can be seen in Chapter 5.
Thus, women value flexibility and choice
of labour allowing them to monetise their
skills and tangible assets when and where
they want. This helps reframe the role of
women in public and private life. Thus,
labour force participation is no longer
a binary decision between household
duties and economic aspirations, but
women now have the choice to work at
will (Raman & Kulkarni, 2021).
[8] Notably, platforms help workers set up
their bank accounts and also facilitate
their access to institutional credit, as can
be seen in the forthcoming chapters of
this report.
[9] Today, any individual with access to a two-
wheeler, with or without a commercial
permit, can deliver packages, food,
groceries, medicines etc., in the digital
hyperlocal economy. Such individuals
are different from the traditional motor
vehicle drivers who drive vehicles with
commercial permits alone. Thus, many of
these traditional occupational categories
need to be expanded and/ or redefined.
[10] The census adjustment has been done on
the basis of Census and NSSO population
data sets. First the Weighted NSSO
population figure was estimated from
the concerned NSSO employment and
unemployment rounds both for rural-
urban and male and female differently.
After that, the given figures are divided by
the concerned census population figure.
We have taken the census figures from
the Report of the Technical Group on
Population Projection, RGI, Census 2011.
After getting the respective ratios, they
are multiplied with the multiplier figure
to get the census adjusted weights.
[11] monthly per capita consumption
expenditure
[12] Partners are independent contractors
associated with a technology platform
where they offer/ advertise their services
so that end users (citizens) can find them.
[13] Labour provided by ‘knowledge workers’,
i.e. employees of Business Process and
Knowledge Process Outsourcing of the
early 2000s
[14] This evidence was first published in the
report, Unlocking Jobs in the Platform
Economy: Propelling India’s post-Covid
Recovery, Ola Mobility Institute, February
2021 (Ramachandran & Raman, 2021).
[15] The control group of the survey includes
personal chauffeurs, auto drivers, kaali-
peeli taxi drivers, radio- taxi drivers for
companies such as Meru or Fastrack etc.,
drivers of tours and travels companies,
chauffeurs of hotels, drivers for dedicated
trips to schools, colleges, and offices, etc.,
and other such categories. The driver-
partners of platforms constituting the
experiment group of the survey include
drivers of cabs, auto-rickshaws, bike-
taxis and city-taxis or kaali-peelis. It is
important to note that a driver-partner
can be attached to more than one
platform.
[16] 23 cars per 1000 population, and 128 two-
wheelers (scooters, motorbikes) per 1,000
population (Ministry of Road Transport
and Highways)
[17] A self-employed driver is one who owns
or rents the asset- car/ auto/ bike- and
drives it either on the platform or outside
of it.
[18] A wage-worker driver does not own the
vehicle he drives; instead he is employed
by the owner of the asset or by a fleet
India’s Booming Gig and Platform Economy: Perspectives and Recommendations on the Future of Work
124 |
Endnotes
company, and “typically” has a fixed
salary for a particular number of hours of
work. These drivers are also found within
and outside of the platform economy.
[19] States and Union Territories that have
legalised bike taxis (in alphabetical order):
Andhra Pradesh, Bihar, Chandigarh, Goa,
Gujarat, Haryana, Jharkhand, Madhya
Pradesh, Meghalaya, Mizoram, Punjab,
Rajasthan, Telangana, Uttar Pradesh, and
West Bengal.
[20] India’s Country Summary of Higher
Education, World Bank
[21] The ILO defines microtask platforms as
a type of web-based labour platform
that provide businesses and other
clients with access to a large, flexible
workforce (a “crowd”) for the completion
of small, mostly clerical tasks, that can be
completed remotely using a computer
and Internet connection.
[22] Mahatma Gandhi National Rural
Employment Act 2005 is aimed at
providing at least 100 days of guaranteed
wage earnings each financial year to
each household whose adult members
agree to do unskilled manual labour (GoI,
2018).
[23] The organised sector in manufacturing
consists of factories (or plants) that have
ten workers or more and use power, or 20
workers or more and do not use power.
For the remainder of the economy,
the organised sector essentially refers
to all companies and government
administrations. (Dougherty, 2008)
[25] This was in the backdrop of nationwide
lockdowns across the world and
pertinently in India on account of the
public health emergency precipitated by
the Covid-19 pandemic.
[26] E-SHRAM portal Frequently Asked
Questions, Q8 and Q21.
[27] Excerpt from Issue Brief, ‘‘Reimagining
Social Protection in the 21st century:
Operationalising the Code on Social
Security 2020’, by the Ola Mobility Institute
(Ramachandran, Raman & Singh, 2021)
reproduced with permission.
[28] Ayushman Bharat is a flagship scheme
of the Government of India launched
to achieve the vision of Universal Health
Coverage. Ayushman Bharat has two
interrelated components: health and
wellness centres and Pradhan Mantri
Jan Arogya Yojana (PM-JAY). While the
centres are work in progress, PM-JAY
aims to provide free healthcare access
to 40% of India’s population, those at the
bottom of the pyramid. As of December
20, 2020, a total of 128+ million e-cards
were issued under PM-JAY and state
government-sponsored health insurance
programmes, with PM-JAY constituting
70% of the enrollment. https://pmjay.gov.
in/
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