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Publications

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Year

Working Paper

Working or Not: What Determines Women’s Labour Force Participation in India?

This paper delves into the persistent gender gaps in India’s labour market, highlighting the alarming decline in women’s labour force participation despite socio-economic progress. Using data from the Periodic Labour Force Surveys (PLFS) and the National Sample Survey Office (NSSO), it examines the key factors contributing to this trend, including the disproportionate burden of unpaid care work. The paper underscores the need for targeted policies, such as vocational training and gender-responsive initiatives, to empower women and break down barriers to their economic participation.

This paper delves into the persistent gender gaps in India’s labour market, highlighting the alarming decline in women’s labour force participation despite socio-economic progress. Using data from the Periodic Labour Force Surveys (PLFS) and the National Sample Survey Office (NSSO), it examines the key factors contributing to this trend, including the disproportionate burden of unpaid care work. The paper underscores the need for targeted policies, such as vocational training and gender-responsive initiatives, to empower women and break down barriers to their economic participation.
This paper delves into the persistent gender gaps in India’s labour market, highlighting the alarming decline in women’s labour force participation despite socio-economic progress. Using data from the Periodic Labour Force Surveys (PLFS) and the National Sample Survey Office (NSSO), it examines the key factors contributing to this trend, including the disproportionate burden of unpaid care work. The paper underscores the need for targeted policies, such as vocational training and gender-responsive initiatives, to empower women and break down barriers to their economic participation.
Brief

A Crisis in Care India’s Ageing

The global population is ageing, presenting complex challenges and new opportunities.The policy brief draws on insights from a roundtable discussion that brought together sectoral experts, practitioners, and academics, along with secondary research.The discussion served as a platform to examine the current state of eldercare in India, identify critical gaps, and explore actionable solutions to increase women’s participation in the formal eldercare workforce.
The global population is ageing, presenting complex challenges and new opportunities.The policy brief draws on insights from a roundtable discussion that brought together sectoral experts, practitioners, and academics, along with secondary research.The discussion served as a platform to examine the current state of eldercare in India, identify critical gaps, and explore actionable solutions to increase women’s participation in the formal eldercare workforce.
Knowledge series

Migration Climate Change and Gender

Climate change is altering everyday life and livelihoods across India, and its impacts are not felt equally. Women, particularly those from marginalised and low-income communities, are often the first to absorb the effects of climate shocks, whether through disrupted livelihoods, migration, or the pressures of extreme weather. These experiences are shaped by long-standing social and economic inequalities, making it essential to look beyond sectoral solutions. One of the least visible but most affected areas is the care economy. As climate risks intensify, women’s unpaid and poorly paid care work expands, especially during displacement, crises, and recovery. Care work plays a critical role in helping families and communities cope with climate stress, yet it remains largely invisible within climate policy and planning. Looking at climate change through the lens of care helps reveal two connected dynamics: how climate risks reshape care responsibilities, and how the way care is organised influences resilience and adaptation. Recognising care, valuing women’s unpaid labour, and strengthening care systems are therefore not add-ons, but central to effective climate responses. This series of policy briefs, jointly developed by IWWAGE and PDAG, explores these connections in detail. It examines how care work is shaped by climate-related vulnerabilities, labour transitions, and forced mobility, with close attention to gendered outcomes. The series is part of a broader climate–gender conversation that includes work, migration, governance, and energy transitions, while centring experiences from India and the Global South. Through this initiative, we aim to deepen understanding, inform policy choices, and contribute meaningfully to ongoing discussions on climate change, care, and gender equality.
Climate change is altering everyday life and livelihoods across India, and its impacts are not felt equally. Women, particularly those from marginalised and low-income communities, are often the first to absorb the effects of climate shocks, whether through disrupted livelihoods, migration, or the pressures of extreme weather. These experiences are shaped by long-standing social and economic inequalities, making it essential to look beyond sectoral solutions. One of the least visible but most affected areas is the care economy. As climate risks intensify, women’s unpaid and poorly paid care work expands, especially during displacement, crises, and recovery. Care work plays a critical role in helping families and communities cope with climate stress, yet it remains largely invisible within climate policy and planning. Looking at climate change through the lens of care helps reveal two connected dynamics: how climate risks reshape care responsibilities, and how the way care is organised influences resilience and adaptation. Recognising care, valuing women’s unpaid labour, and strengthening care systems are therefore not add-ons, but central to effective climate responses. This series of policy briefs, jointly developed by IWWAGE and PDAG, explores these connections in detail. It examines how care work is shaped by climate-related vulnerabilities, labour transitions, and forced mobility, with close attention to gendered outcomes. The series is part of a broader climate–gender conversation that includes work, migration, governance, and energy transitions, while centring experiences from India and the Global South. Through this initiative, we aim to deepen understanding, inform policy choices, and contribute meaningfully to ongoing discussions on climate change, care, and gender equality.
Knowledge series

Migration Climate Change and Gender

Climate change is altering everyday life and livelihoods across India, and its impacts are not felt equally. Women, particularly those from marginalised and low-income communities, are often the first to absorb the effects of climate shocks, whether through disrupted livelihoods, migration, or the pressures of extreme weather. These experiences are shaped by long-standing social and economic inequalities, making it essential to look beyond sectoral solutions. One of the least visible but most affected areas is the care economy. As climate risks intensify, women’s unpaid and poorly paid care work expands, especially during displacement, crises, and recovery. Care work plays a critical role in helping families and communities cope with climate stress, yet it remains largely invisible within climate policy and planning. Looking at climate change through the lens of care helps reveal two connected dynamics: how climate risks reshape care responsibilities, and how the way care is organised influences resilience and adaptation. Recognising care, valuing women’s unpaid labour, and strengthening care systems are therefore not add-ons, but central to effective climate responses. This series of policy briefs, jointly developed by IWWAGE and PDAG, explores these connections in detail. It examines how care work is shaped by climate-related vulnerabilities, labour transitions, and forced mobility, with close attention to gendered outcomes. The series is part of a broader climate–gender conversation that includes work, migration, governance, and energy transitions, while centring experiences from India and the Global South. Through this initiative, we aim to deepen understanding, inform policy choices, and contribute meaningfully to ongoing discussions on climate change, care, and gender equality.
Climate change is altering everyday life and livelihoods across India, and its impacts are not felt equally. Women, particularly those from marginalised and low-income communities, are often the first to absorb the effects of climate shocks, whether through disrupted livelihoods, migration, or the pressures of extreme weather. These experiences are shaped by long-standing social and economic inequalities, making it essential to look beyond sectoral solutions. One of the least visible but most affected areas is the care economy. As climate risks intensify, women’s unpaid and poorly paid care work expands, especially during displacement, crises, and recovery. Care work plays a critical role in helping families and communities cope with climate stress, yet it remains largely invisible within climate policy and planning. Looking at climate change through the lens of care helps reveal two connected dynamics: how climate risks reshape care responsibilities, and how the way care is organised influences resilience and adaptation. Recognising care, valuing women’s unpaid labour, and strengthening care systems are therefore not add-ons, but central to effective climate responses. This series of policy briefs, jointly developed by IWWAGE and PDAG, explores these connections in detail. It examines how care work is shaped by climate-related vulnerabilities, labour transitions, and forced mobility, with close attention to gendered outcomes. The series is part of a broader climate–gender conversation that includes work, migration, governance, and energy transitions, while centring experiences from India and the Global South. Through this initiative, we aim to deepen understanding, inform policy choices, and contribute meaningfully to ongoing discussions on climate change, care, and gender equality.
Factsheet

Trends in Female Labour and Workforce Participation – Assam

Assam has seen a sharp rise in female labour force participation since 2021–22, now above the national average (50% vs 42% in PLFS 2023–24). However, the 2022–23 gender gap appears distorted due to an NSSO weighting error in a few villages, which led to underreporting of female participation at district, state, and national levels. In parallel, pro-women initiatives such as Sarothi (interest-subsidised loans) and PMKVY 2.0 (industry-relevant skilling) are believed to have supported this improvement. Future analysis will use corrected PLFS data to better track trends and understand the drivers of rising female employment in Assam.

Assam has seen a sharp rise in female labour force participation since 2021–22, now above the national average (50% vs 42% in PLFS 2023–24). However, the 2022–23 gender gap appears distorted due to an NSSO weighting error in a few villages, which led to underreporting of female participation at district, state, and national levels. In parallel, pro-women initiatives such as Sarothi (interest-subsidised loans) and PMKVY 2.0 (industry-relevant skilling) are believed to have supported this improvement. Future analysis will use corrected PLFS data to better track trends and understand the drivers of rising female employment in Assam.
Assam has seen a sharp rise in female labour force participation since 2021–22, now above the national average (50% vs 42% in PLFS 2023–24). However, the 2022–23 gender gap appears distorted due to an NSSO weighting error in a few villages, which led to underreporting of female participation at district, state, and national levels. In parallel, pro-women initiatives such as Sarothi (interest-subsidised loans) and PMKVY 2.0 (industry-relevant skilling) are believed to have supported this improvement. Future analysis will use corrected PLFS data to better track trends and understand the drivers of rising female employment in Assam.
Report

Swayam Process Evaluation: A Year-Long Ethnography Study, Madhya Pradesh & Odisha

This study assesses the impact of training programmes on community change and empowerment among leaders of Self-Help Groups (SHGs), Village Organisations (VOs), and Cluster-Level Federations (CLFs). It also includes interviews with district- and block-level officials from MPSRLM and OLM to examine how line departments collaborate with community institutions to address and resolve complaints.
This study assesses the impact of training programmes on community change and empowerment among leaders of Self-Help Groups (SHGs), Village Organisations (VOs), and Cluster-Level Federations (CLFs). It also includes interviews with district- and block-level officials from MPSRLM and OLM to examine how line departments collaborate with community institutions to address and resolve complaints.
Factsheet

Trends in Female Labour and Workforce Participation-Bihar

Bihar, despite being one of India’s fastest-growing states, has the lowest female labour force participation rate, alongside a widening gender gap. Policy focus on girls’ education, skills, entrepreneurship, and social support through schemes such as the Balika Cycle Yojana, Akshar Anchal Yojana, and Kanya Suraksha Yojana have contributed to recent improvements in female participation. Using PLFS data, this factsheet examines trends and key characteristics of women’s employment in Bihar.
Bihar, despite being one of India’s fastest-growing states, has the lowest female labour force participation rate, alongside a widening gender gap. Policy focus on girls’ education, skills, entrepreneurship, and social support through schemes such as the Balika Cycle Yojana, Akshar Anchal Yojana, and Kanya Suraksha Yojana have contributed to recent improvements in female participation. Using PLFS data, this factsheet examines trends and key characteristics of women’s employment in Bihar.
Factsheet

Trends in Female Labour Force Participation in Uttar Pradesh

Uttar Pradesh, India’s most populous state, has a large working-age female population but a female labor force participation rate that is well below the national average. Regional disparities, weak infrastructure in eastern UP, restrictive socio-cultural norms, and limited economic opportunities contribute to low participation. Female workforce participation has improved since 2017–18, supported by schemes such as the Mudra Yojana and Deendayal Antyodaya Yojana, which have expanded women’s access to credit, strengthened self-help groups, and promoted women’s economic empowerment across the state.
Uttar Pradesh, India’s most populous state, has a large working-age female population but a female labor force participation rate that is well below the national average. Regional disparities, weak infrastructure in eastern UP, restrictive socio-cultural norms, and limited economic opportunities contribute to low participation. Female workforce participation has improved since 2017–18, supported by schemes such as the Mudra Yojana and Deendayal Antyodaya Yojana, which have expanded women’s access to credit, strengthened self-help groups, and promoted women’s economic empowerment across the state.
Factsheet

Trends in Female Labour Force and Workforce Participation- Haryana

Haryana has transitioned from an agrarian to a more industrial economy, characterized by strong agricultural output and growing sectors such as automotive and IT. Despite economic growth, unemployment remains high, particularly among youth and women, due to limited formal job opportunities and structural challenges. This factsheet analyses female labour force participation in Haryana from 2017–18 to 2023–24, highlighting sectoral trends, occupational segregation, and barriers to workforce entry.

Haryana has transitioned from an agrarian to a more industrial economy, characterized by strong agricultural output and growing sectors such as automotive and IT. Despite economic growth, unemployment remains high, particularly among youth and women, due to limited formal job opportunities and structural challenges. This factsheet analyses female labour force participation in Haryana from 2017–18 to 2023–24, highlighting sectoral trends, occupational segregation, and barriers to workforce entry.
Haryana has transitioned from an agrarian to a more industrial economy, characterized by strong agricultural output and growing sectors such as automotive and IT. Despite economic growth, unemployment remains high, particularly among youth and women, due to limited formal job opportunities and structural challenges. This factsheet analyses female labour force participation in Haryana from 2017–18 to 2023–24, highlighting sectoral trends, occupational segregation, and barriers to workforce entry.
Factsheet

Trends in Female Labour Force Participation in Gujrat

Gujarat records a female labour force participation rate above the national average, supported by government policies promoting women’s economic empowerment. Schemes such as Mukhyamantri Mahila Utkars Yojana and Mahila Swavalamban Scheme strengthen financial inclusion, self-help groups, and access to credit for women, especially those below the poverty line. The state also promotes women’s entrepreneurship through targeted training and awareness programmes. Using PLFS 2023–24 data, this factsheet examines women’s employment in Gujarat, focusing on job types, sectoral distribution, and key indicators shaping female workforce participation.

Gujarat records a female labour force participation rate above the national average, supported by government policies promoting women’s economic empowerment. Schemes such as Mukhyamantri Mahila Utkars Yojana and Mahila Swavalamban Scheme strengthen financial inclusion, self-help groups, and access to credit for women, especially those below the poverty line. The state also promotes women’s entrepreneurship through targeted training and awareness programmes. Using PLFS 2023–24 data, this factsheet examines women’s employment in Gujarat, focusing on job types, sectoral distribution, and key indicators shaping female workforce participation.
Gujarat records a female labour force participation rate above the national average, supported by government policies promoting women’s economic empowerment. Schemes such as Mukhyamantri Mahila Utkars Yojana and Mahila Swavalamban Scheme strengthen financial inclusion, self-help groups, and access to credit for women, especially those below the poverty line. The state also promotes women’s entrepreneurship through targeted training and awareness programmes. Using PLFS 2023–24 data, this factsheet examines women’s employment in Gujarat, focusing on job types, sectoral distribution, and key indicators shaping female workforce participation.
Brief

Menstrual and Menopausal Health at Work in India

Brief

Union Budget: 2026-27 What It Means for Women’s Economic Empowerment

Report

The Changing World of Women’s Work

This study examines women’s participation in India’s platform economy using a mixed-methods approach, combining a survey of 598 platform workers (440 women) across care, domestic, beauty, ride-sharing, and delivery services with qualitative interviews. While platform work offers new entry points and flexibility, it often mirrors and deepens the precarity of informal work, limiting its potential for women’s empowerment. Persistent challenges include income instability, high entry and platform costs, limited social protection, unsafe conditions, and reinforced gender inequalities. Meaningful progress requires coordinated action by policymakers, platforms, and worker collectives to ensure fair earnings, social security, gender-sensitive systems, and effective grievance redressal
This study examines women’s participation in India’s platform economy using a mixed-methods approach, combining a survey of 598 platform workers (440 women) across care, domestic, beauty, ride-sharing, and delivery services with qualitative interviews. While platform work offers new entry points and flexibility, it often mirrors and deepens the precarity of informal work, limiting its potential for women’s empowerment. Persistent challenges include income instability, high entry and platform costs, limited social protection, unsafe conditions, and reinforced gender inequalities. Meaningful progress requires coordinated action by policymakers, platforms, and worker collectives to ensure fair earnings, social security, gender-sensitive systems, and effective grievance redressal
Brief

Women’s Work and AI-Unlocking Potential, Bridging the Divide

AI is not neutral in how it’s designed or deployed. It is reshaping labour markets, with the biggest gains when it complements human skills rather than replaces them (ILO, 2025). While AI can improve efficiency and decision-making in sectors like healthcare, finance, and education, it also risks job losses and deeper inequalities. Outcomes will depend on whether AI drives automation or augmentation. In India—where Digital Public Infrastructure, data expansion, and the gig economy are growing rapidly—this brief explores women’s opportunities in AI/data value-chain work and AI-augmented livelihoods to support economic empowerment.
AI is not neutral in how it’s designed or deployed. It is reshaping labour markets, with the biggest gains when it complements human skills rather than replaces them (ILO, 2025). While AI can improve efficiency and decision-making in sectors like healthcare, finance, and education, it also risks job losses and deeper inequalities. Outcomes will depend on whether AI drives automation or augmentation. In India—where Digital Public Infrastructure, data expansion, and the gig economy are growing rapidly—this brief explores women’s opportunities in AI/data value-chain work and AI-augmented livelihoods to support economic empowerment.
Report

Women and Work: How India fared in 2024

The year 2024 marked a key moment for women and work in India, shaped by economic shifts, policy action, and technological change. Since 2021–22, new challenges and opportunities have influenced women’s workforce participation, alongside renewed efforts to advance women’s economic empowerment. Building on the vision of women-led development highlighted during India’s 2023 G20 presidency, momentum continued across multiple initiatives. This report examines key trends, policy developments, and emerging challenges shaping women’s work in 2024. Drawing on secondary data and research from IWWAGE and LEAD, it maps the evolving landscape of women’s work in India and identifies pathways to greater inclusion and economic agency.
The year 2024 marked a key moment for women and work in India, shaped by economic shifts, policy action, and technological change. Since 2021–22, new challenges and opportunities have influenced women’s workforce participation, alongside renewed efforts to advance women’s economic empowerment. Building on the vision of women-led development highlighted during India’s 2023 G20 presidency, momentum continued across multiple initiatives. This report examines key trends, policy developments, and emerging challenges shaping women’s work in 2024. Drawing on secondary data and research from IWWAGE and LEAD, it maps the evolving landscape of women’s work in India and identifies pathways to greater inclusion and economic agency.
Brief

Catalysing Voices From Asia To Care For ‘Care’

This publication supports evidence-based advocacy on care work in South Asia, drawing from the coalition’s shared experiences. It presents our demands for building equitable, care-centred economies. The publication is free to use for advocacy, education, and research, with reproduction encouraged when the source is acknowledged.
This publication supports evidence-based advocacy on care work in South Asia, drawing from the coalition’s shared experiences. It presents our demands for building equitable, care-centred economies. The publication is free to use for advocacy, education, and research, with reproduction encouraged when the source is acknowledged.
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