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Publications

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Report

Generating Female Employment through Public Employment: A Scoping Paper

The employment generating potential of growth in India has been on the decline with unemployment and the lack of new job opportunities at their peak. According to the data put together by the State of Working India 2018, the relationship between growth and employment generation in India has weakened over time. A related puzzle is that of declining female workforce participation rates in the country, despite increasing education levels as well as economic growth. A major concern for the direction and pace of economic growth is how work and labour force participation rates of women can be improved. Employment in the government, especially in public services delivery, is a potential area where jobs can be created. An emphasis on creating work opportunities for women in public administration and frontline public services can serve the dual purpose of providing universal access to quality public services and reviving demand in the economy. IWWAGE study, Generating Female Employment through Public Employment aims to estimate the impact of creating and regularising jobs for women within the system of public administration, especially in frontline public services delivery. It considers questions on the activities and working conditions of women workers in frontline public services, assesses the number of such workers, and compares them with international estimates. The study also evaluates whether there is gender stereotyping in certain public sector jobs. Additionally, the study captures women’s perceptions of the benefits and constraints of being employed in such jobs. This scoping paper presents the current status of women employed in various levels by the government, based on data from the National Sample Survey (NSS), analysis of government reports, publications, and responses to queries raised using the Right to Information (RTI).
The employment generating potential of growth in India has been on the decline with unemployment and the lack of new job opportunities at their peak. According to the data put together by the State of Working India 2018, the relationship between growth and employment generation in India has weakened over time. A related puzzle is that of declining female workforce participation rates in the country, despite increasing education levels as well as economic growth. A major concern for the direction and pace of economic growth is how work and labour force participation rates of women can be improved. Employment in the government, especially in public services delivery, is a potential area where jobs can be created. An emphasis on creating work opportunities for women in public administration and frontline public services can serve the dual purpose of providing universal access to quality public services and reviving demand in the economy. IWWAGE study, Generating Female Employment through Public Employment aims to estimate the impact of creating and regularising jobs for women within the system of public administration, especially in frontline public services delivery. It considers questions on the activities and working conditions of women workers in frontline public services, assesses the number of such workers, and compares them with international estimates. The study also evaluates whether there is gender stereotyping in certain public sector jobs. Additionally, the study captures women’s perceptions of the benefits and constraints of being employed in such jobs. This scoping paper presents the current status of women employed in various levels by the government, based on data from the National Sample Survey (NSS), analysis of government reports, publications, and responses to queries raised using the Right to Information (RTI).
Brief

Learnings from Scoping Visit

To observe different SHG groups and understand what are the methods adopted by members to produce soaps within groups, and what kinds of production training have the members experienced
To observe different SHG groups and understand what are the methods adopted by members to produce soaps within groups, and what kinds of production training have the members experienced
Learning note

Female Labour Force Participation Rate and Earnings Gap in India

Despite high economic growth, decline in fertility, and rise in schooling of girls, the Female Labour Force Participation Rate (FLFPR) in India has declined in rural areas and stagnated in urban areas since the late 1980s. This is contrary to the global experience, where similar factors resulted substantial increase in the FLFPR. The recently released Periodic Labour Force Survey 2017-18 confirms the declining trend and shows FLFPR declined in all states with the exception of Madhya Pradesh and Goa. Women’s engagement in unpaid work is high in rural areas and while a majority of women are employed in regular wage work in urban areas, there are substantial wage differentials between men and women, most of the regular work of women is in the informal sector, and non-wage benefits are poor.
Despite high economic growth, decline in fertility, and rise in schooling of girls, the Female Labour Force Participation Rate (FLFPR) in India has declined in rural areas and stagnated in urban areas since the late 1980s. This is contrary to the global experience, where similar factors resulted substantial increase in the FLFPR. The recently released Periodic Labour Force Survey 2017-18 confirms the declining trend and shows FLFPR declined in all states with the exception of Madhya Pradesh and Goa. Women’s engagement in unpaid work is high in rural areas and while a majority of women are employed in regular wage work in urban areas, there are substantial wage differentials between men and women, most of the regular work of women is in the informal sector, and non-wage benefits are poor.
Learning note

Women in Manufacturing

This factsheet is drawn from an IWWAGE-ISI study that seeks to examine the profile and background of women workers in contemporary industrial and urban landscapes – the kinds of opportunities available, barriers to participation, and aspirations and expectations from industrial employment. The study uses data collected from a survey of garment factory workers in Delhi-NCR. The data is supplemented with more detailed information on current or aspiring women workers obtained through focus group discussions and interviews with women workers, and interviews with factory owners/managers, labour contractors, and so on. Possible interventions to enhance women’s economic empowerment in manufacturing would be systematically tested.
This factsheet is drawn from an IWWAGE-ISI study that seeks to examine the profile and background of women workers in contemporary industrial and urban landscapes – the kinds of opportunities available, barriers to participation, and aspirations and expectations from industrial employment. The study uses data collected from a survey of garment factory workers in Delhi-NCR. The data is supplemented with more detailed information on current or aspiring women workers obtained through focus group discussions and interviews with women workers, and interviews with factory owners/managers, labour contractors, and so on. Possible interventions to enhance women’s economic empowerment in manufacturing would be systematically tested.
Learning note

Testing Approaches to Strengthen Gender within NRLM

With over 60 million women mobilised to be part of one of India’s largest livelihoods programme, the Deendayal Antayodaya Yojana-National Rural Livelihoods Mission (DAY-NRLM), holds great promise for advancing women’s socio-economic empowerment by organising them into self-help groups (SHGs) and institutions of the rural poor. These platforms are facilitating financial opportunities and livelihood support services for women. The livelihoods programme works exclusively with rural women, and a critical element for its success has been the mission’s commitment towards prioritising women’s perspectives and being responsive to their needs and aspirations. This approach has been embedded across all DAY-NRLM activities with the goal of strengthening women’s agency, identity, well-being, and solidarity, through women’s collectivisation. NRLM believes that gender sensitisation and social action should be mainstreamed in its framework, systems, institutions and processes. To this end, it devised a Gender Operational Strategy in financial year 2019-20 committing actions that recognise women’s heterogeneity and the unique socio-economic barriers faced by them. Through Swayam, IWWAGE is partnering with DAY-NRLM to provide technical assistance to support this strategy and institutionalise gender across all levels of the Mission. The note gives a snapshot on the approaches to strengthen gender interventions by NRLM.
With over 60 million women mobilised to be part of one of India’s largest livelihoods programme, the Deendayal Antayodaya Yojana-National Rural Livelihoods Mission (DAY-NRLM), holds great promise for advancing women’s socio-economic empowerment by organising them into self-help groups (SHGs) and institutions of the rural poor. These platforms are facilitating financial opportunities and livelihood support services for women. The livelihoods programme works exclusively with rural women, and a critical element for its success has been the mission’s commitment towards prioritising women’s perspectives and being responsive to their needs and aspirations. This approach has been embedded across all DAY-NRLM activities with the goal of strengthening women’s agency, identity, well-being, and solidarity, through women’s collectivisation. NRLM believes that gender sensitisation and social action should be mainstreamed in its framework, systems, institutions and processes. To this end, it devised a Gender Operational Strategy in financial year 2019-20 committing actions that recognise women’s heterogeneity and the unique socio-economic barriers faced by them. Through Swayam, IWWAGE is partnering with DAY-NRLM to provide technical assistance to support this strategy and institutionalise gender across all levels of the Mission. The note gives a snapshot on the approaches to strengthen gender interventions by NRLM.
Report

Empowering Women Collectives through Digital Initiatives in Chhattisgarh

Digital tools offer immense potential for accelerating women’s empowerment, enhancing the impact of ongoing initiatives, and providing women with new avenues to improve knowledge and share information. Over the past year, the Initiative of What Works to Advance Women and Girls in the Economy (IWWAGE), part of LEAD at Krea University, has been collaborating with the Government of Chhattisgarh and other partners to map existing digitisation initiatives aimed at empowering women in the state, evaluate their effectiveness, and explore opportunities for improvement. Many of these initiatives are centred around Self-Help Groups (SHGs), which play a key role in empowering women through social mobilisation and financial inclusion. In Chhattisgarh, the SHG ecosystem is managed by the state chapter of the Deendayal Antyodaya Yojana-National Rural Livelihood Mission (DAY-NRLM), known locally as Bihan. Established in 2012, Bihan serves as a Self-Help Promoting Agency (SHPA), working to strengthen women’s collectives by improving financial and market linkages, promoting access to entitlements, and providing capacity-building support. Additionally, non-governmental SHPAs like PRADAN are active in supporting women’s empowerment in the state. IWWAGE is supporting Bihan’s efforts to enhance the SHG ecosystem by promoting and testing digital solutions that enable women’s collectives to access markets and services more effectively. This initiative focuses on summarising the current digitisation efforts, identifying existing gaps and barriers, and proposing innovative use cases to further drive women’s empowerment in Chhattisgarh.
Digital tools offer immense potential for accelerating women’s empowerment, enhancing the impact of ongoing initiatives, and providing women with new avenues to improve knowledge and share information. Over the past year, the Initiative of What Works to Advance Women and Girls in the Economy (IWWAGE), part of LEAD at Krea University, has been collaborating with the Government of Chhattisgarh and other partners to map existing digitisation initiatives aimed at empowering women in the state, evaluate their effectiveness, and explore opportunities for improvement. Many of these initiatives are centred around Self-Help Groups (SHGs), which play a key role in empowering women through social mobilisation and financial inclusion. In Chhattisgarh, the SHG ecosystem is managed by the state chapter of the Deendayal Antyodaya Yojana-National Rural Livelihood Mission (DAY-NRLM), known locally as Bihan. Established in 2012, Bihan serves as a Self-Help Promoting Agency (SHPA), working to strengthen women’s collectives by improving financial and market linkages, promoting access to entitlements, and providing capacity-building support. Additionally, non-governmental SHPAs like PRADAN are active in supporting women’s empowerment in the state. IWWAGE is supporting Bihan’s efforts to enhance the SHG ecosystem by promoting and testing digital solutions that enable women’s collectives to access markets and services more effectively. This initiative focuses on summarising the current digitisation efforts, identifying existing gaps and barriers, and proposing innovative use cases to further drive women’s empowerment in Chhattisgarh.
Brief

Digital Solutions to Unlock the Potential of SHGs and their Federations

IWWAGE – an initiative of LEAD at Krea University– in partnership with the State Rural Livelihoods Mission (SRLM) Chhattisgarh and Haqdarshak Empowerment Solutions, is implementing a project that trains women self-help group (SHG) members as Haqdarshikas to provide doorstep access to government welfare schemes using a mobile app, Haqdarshak. A survey of 411 Haqdarshikas conducted in late 2020 revealed that while many continued to support their communities, a large number had stopped using the app, citing issues such as smartphone access, digital literacy, and low demand for services. Despite challenges, 97% of respondents reported earning income through paid work, and most remained engaged in the program, motivated by community recognition, learning, and income opportunities. The study highlights both the potential and challenges of leveraging SHG women as digital agents for last-mile delivery of entitlements and offers insights for improving retention, support, and impact of such models.
IWWAGE – an initiative of LEAD at Krea University– in partnership with the State Rural Livelihoods Mission (SRLM) Chhattisgarh and Haqdarshak Empowerment Solutions, is implementing a project that trains women self-help group (SHG) members as Haqdarshikas to provide doorstep access to government welfare schemes using a mobile app, Haqdarshak. A survey of 411 Haqdarshikas conducted in late 2020 revealed that while many continued to support their communities, a large number had stopped using the app, citing issues such as smartphone access, digital literacy, and low demand for services. Despite challenges, 97% of respondents reported earning income through paid work, and most remained engaged in the program, motivated by community recognition, learning, and income opportunities. The study highlights both the potential and challenges of leveraging SHG women as digital agents for last-mile delivery of entitlements and offers insights for improving retention, support, and impact of such models.
Learning note

Women and Unpaid Work

The methodology involves assessing the causal effect of switching to LPG on women’s outcomes by construction of a comparison group of households that are not eligible for or did not participate in PMUY. The study uses self-reported health status, and a time-use survey of women to measure the effect of LPG usage on time released for other activities. The results from this exercise would be used to design an experiment wherein information on long-term health benefits of LPG usage and the financial incentive under PMUY would be disseminated in randomly selected villages. This would be conducted by Accredited Social Health Activist (ASHA) workers by visiting randomly sampled households in treatment villages on a monthly basis, and responses of women in targeted villages would be compared with those of other women at the end of a year. The study is being conducted in Indore region of Madhya Pradesh.
The methodology involves assessing the causal effect of switching to LPG on women’s outcomes by construction of a comparison group of households that are not eligible for or did not participate in PMUY. The study uses self-reported health status, and a time-use survey of women to measure the effect of LPG usage on time released for other activities. The results from this exercise would be used to design an experiment wherein information on long-term health benefits of LPG usage and the financial incentive under PMUY would be disseminated in randomly selected villages. This would be conducted by Accredited Social Health Activist (ASHA) workers by visiting randomly sampled households in treatment villages on a monthly basis, and responses of women in targeted villages would be compared with those of other women at the end of a year. The study is being conducted in Indore region of Madhya Pradesh.
Learning note

Women in Agriculture

This factsheet presents insights from an IWWAGE and Indian Statistical Institute (ISI) study exploring the impact of structural transformation in agriculture on female employment, with a focus on women farm managers. Using data from the India Human Development Survey (2004-05, 2011-12), the study examines the rise in female farm management, its demographic variations, and key differences between households managed by men and those managed by women. The findings aim to shed light on the evolving role of women in agriculture and its implications for employment.
This factsheet presents insights from an IWWAGE and Indian Statistical Institute (ISI) study exploring the impact of structural transformation in agriculture on female employment, with a focus on women farm managers. Using data from the India Human Development Survey (2004-05, 2011-12), the study examines the rise in female farm management, its demographic variations, and key differences between households managed by men and those managed by women. The findings aim to shed light on the evolving role of women in agriculture and its implications for employment.
Report

Digitisation of Self-Help Groups in India

Self Help Groups (SHGs) have become essential for empowering women in India. Digitisation of SHG processes can streamline operations, addressing challenges like inefficient monitoring, data fragmentation, and capacity-building gaps. The Deendayal Antyodaya Yojana-National Rural Livelihoods Mission (DAY-NRLM) and its state chapters have made significant progress in this area. This report provides an assessment and roadmap for State Rural Livelihoods Missions (SRLMs) to digitise SHG processes effectively. It highlights current initiatives, identifies gaps, and suggests ways to address them. While Management Information Systems (MIS) have been digitised to some extent, many SRLMs face challenges such as resource shortages and limited IT capabilities, which hinder progress. Additionally, SHGs often lack clarity on the benefits of digitisation, leading to low community ownership. Most programmes rely on manual data entry, with few using digital tools at the ground level. SHG members and stakeholders beyond SRLMs and banks have limited access to the data. Improved data quality and use are essential for better financial outcomes for SHGs. Digital linkages for livelihoods and markets are underdeveloped, with innovations remaining small and context-dependent. Additionally, digital platforms for learning are underutilised due to limited smartphone and internet access in rural areas. The success of digitisation initiatives depends on partnerships between implementing agencies and Technology Service Providers (TSPs). Flexible models, like those seen in Andhra Pradesh and Jharkhand, offer promising examples for the future. Addressing these challenges will be crucial for the long-term success and sustainability of SHG digitisation efforts.
Self Help Groups (SHGs) have become essential for empowering women in India. Digitisation of SHG processes can streamline operations, addressing challenges like inefficient monitoring, data fragmentation, and capacity-building gaps. The Deendayal Antyodaya Yojana-National Rural Livelihoods Mission (DAY-NRLM) and its state chapters have made significant progress in this area. This report provides an assessment and roadmap for State Rural Livelihoods Missions (SRLMs) to digitise SHG processes effectively. It highlights current initiatives, identifies gaps, and suggests ways to address them. While Management Information Systems (MIS) have been digitised to some extent, many SRLMs face challenges such as resource shortages and limited IT capabilities, which hinder progress. Additionally, SHGs often lack clarity on the benefits of digitisation, leading to low community ownership. Most programmes rely on manual data entry, with few using digital tools at the ground level. SHG members and stakeholders beyond SRLMs and banks have limited access to the data. Improved data quality and use are essential for better financial outcomes for SHGs. Digital linkages for livelihoods and markets are underdeveloped, with innovations remaining small and context-dependent. Additionally, digital platforms for learning are underutilised due to limited smartphone and internet access in rural areas. The success of digitisation initiatives depends on partnerships between implementing agencies and Technology Service Providers (TSPs). Flexible models, like those seen in Andhra Pradesh and Jharkhand, offer promising examples for the future. Addressing these challenges will be crucial for the long-term success and sustainability of SHG digitisation efforts.
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.
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