Publications
Publications
Category
Year
Report
Generating Female Employment through Public Employment: A Scoping Paper
- February , 2020
- Dipa Sinha, Jayati Ghosh, Mohini Gupta, Varsha Gupta
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
- February , 2020
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
- February , 2020
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
- February , 2020
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
- January , 2020
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
- January , 2020
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
- January , 2020
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
- November , 2019
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
- November , 2019
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
- August , 2019
- Sharon Buteau | Jithin Jose | Kriti Chouhan
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.
Factsheet
Trends in Female Labour Force Participation in Gujrat
- April , 2025
- Aneek Choudhary and Bidisha Mondal
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.
Factsheet
Trend in Female Labour Force Participation in Chhattisgarh
- April , 2025
- Aneek Choudhary and Bidisha Mondal
Chhattisgarh records a significantly higher female labour force participation rate than the national average, particularly in rural areas, with rising women’s participation evident since before 2016. Tribal women participate in the labour market at much higher rates than non-tribal women, but most are engaged in self-employment, with a large share working as unpaid family workers. While schemes such as Mahila Kosh and the National Rural Livelihoods Mission aim to promote women’s financial independence, the dominance of unpaid work highlights the need for a deeper examination of labour market conditions and opportunities for women in the state.
Chhattisgarh records a significantly higher female labour force participation rate than the national average, particularly in rural areas, with rising women’s participation evident since before 2016. Tribal women participate in the labour market at much higher rates than non-tribal women, but most are engaged in self-employment, with a large share working as unpaid family workers. While schemes such as Mahila Kosh and the National Rural Livelihoods Mission aim to promote women’s financial independence, the dominance of unpaid work highlights the need for a deeper examination of labour market conditions and opportunities for women in the state.
Chhattisgarh records a significantly higher female labour force participation rate than the national average, particularly in rural areas, with rising women’s participation evident since before 2016. Tribal women participate in the labour market at much higher rates than non-tribal women, but most are engaged in self-employment, with a large share working as unpaid family workers. While schemes such as Mahila Kosh and the National Rural Livelihoods Mission aim to promote women’s financial independence, the dominance of unpaid work highlights the need for a deeper examination of labour market conditions and opportunities for women in the state.
Factsheet
Trends in Female Labour Force Participation in Assam
- April , 2025
- Aneek Choudhary, Vidhi and Bidisha Mondal
Assam has seen a notable rise in female labour force participation since 2021–22, exceeding the national average. However, data for 2022–23 shows an unusually wide gender gap and the lowest recorded female participation, largely due to an NSSO enumeration error that led to underreporting. In recent years, the state has introduced several pro-women initiatives focused on self-employment, skill development, and access to credit, which are expected to support higher female participation. Updated PLFS data will provide a clearer picture of emerging trends in women’s employment in Assam.
Assam has seen a notable rise in female labour force participation since 2021–22, exceeding the national average. However, data for 2022–23 shows an unusually wide gender gap and the lowest recorded female participation, largely due to an NSSO enumeration error that led to underreporting. In recent years, the state has introduced several pro-women initiatives focused on self-employment, skill development, and access to credit, which are expected to support higher female participation. Updated PLFS data will provide a clearer picture of emerging trends in women’s employment in Assam.
Assam has seen a notable rise in female labour force participation since 2021–22, exceeding the national average. However, data for 2022–23 shows an unusually wide gender gap and the lowest recorded female participation, largely due to an NSSO enumeration error that led to underreporting. In recent years, the state has introduced several pro-women initiatives focused on self-employment, skill development, and access to credit, which are expected to support higher female participation. Updated PLFS data will provide a clearer picture of emerging trends in women’s employment in Assam.
Factsheet
Trend In Female Labour Force and Workforce Participation- Telangana
- April , 2025
- Vidhi and Bidisha Mondal
Telangana has emerged as a major industrial and services-led economy, with GSDP growing nearly 197% between 2014–15 and 2023–24. Services contribute about two-thirds of GSVA, while industry has achieved near gender parity in employment due to targeted policy interventions. Agriculture remains a key employer, engaging 45.8% of the population but contributing a smaller share to GSDP. Women are largely concentrated in agriculture, while men dominate services. This factsheet examines trends in female labour force participation in Telangana from 2017–18 to 2023–24, focusing on sectoral distribution, occupational segregation, and workforce barriers.
Telangana has emerged as a major industrial and services-led economy, with GSDP growing nearly 197% between 2014–15 and 2023–24. Services contribute about two-thirds of GSVA, while industry has achieved near gender parity in employment due to targeted policy interventions. Agriculture remains a key employer, engaging 45.8% of the population but contributing a smaller share to GSDP. Women are largely concentrated in agriculture, while men dominate services. This factsheet examines trends in female labour force participation in Telangana from 2017–18 to 2023–24, focusing on sectoral distribution, occupational segregation, and workforce barriers.
Telangana has emerged as a major industrial and services-led economy, with GSDP growing nearly 197% between 2014–15 and 2023–24. Services contribute about two-thirds of GSVA, while industry has achieved near gender parity in employment due to targeted policy interventions. Agriculture remains a key employer, engaging 45.8% of the population but contributing a smaller share to GSDP. Women are largely concentrated in agriculture, while men dominate services. This factsheet examines trends in female labour force participation in Telangana from 2017–18 to 2023–24, focusing on sectoral distribution, occupational segregation, and workforce barriers.
Factsheet
Trends in Female Labour and Workforce Participation- Meghalaya
- April , 2025
- Aneek Chowdhury, Bidisha Mondal
Meghalaya’s FLFPR is significantly higher than the average for India and many other states. Although the proportion of self-employed women has risen in both rural and urban areas, the overwhelming majority (over 75 per cent) are own-account workers. The report highlights the Female Labour Force Participation Rate (FLFPR) in Meghalaya compared to other states in the country and delve into the specific data and factors influencing this FLFPR.
Meghalaya’s FLFPR is significantly higher than the average for India and many other states. Although the proportion of self-employed women has risen in both rural and urban areas, the overwhelming majority (over 75 per cent) are own-account workers. The report highlights the Female Labour Force Participation Rate (FLFPR) in Meghalaya compared to other states in the country and delve into the specific data and factors influencing this FLFPR.
Factsheet
Trends in Female Labour and Workforce Participation – Chhattisgarh
- April , 2025
- Aneek Choudhary
Chhattisgarh records significantly higher female labour force participation than the national average (60% vs 42% in PLFS 2023–24), driven mainly by increased involvement of women in agriculture and allied activities since 2016. However, much of this work remains informal, with high shares of self-employment and unpaid family labour (91% in PLFS 2023–24). While schemes like the Mahila Cash and National Rural Livelihoods Mission have expanded women’s self-help groups, these patterns point to the need for deeper analysis of job quality, labour conditions, and meaningful economic opportunities for women in the state.
Chhattisgarh records significantly higher female labour force participation than the national average (60% vs 42% in PLFS 2023–24), driven mainly by increased involvement of women in agriculture and allied activities since 2016. However, much of this work remains informal, with high shares of self-employment and unpaid family labour (91% in PLFS 2023–24). While schemes like the Mahila Cash and National Rural Livelihoods Mission have expanded women’s self-help groups, these patterns point to the need for deeper analysis of job quality, labour conditions, and meaningful economic opportunities for women in the state.
Chhattisgarh records significantly higher female labour force participation than the national average (60% vs 42% in PLFS 2023–24), driven mainly by increased involvement of women in agriculture and allied activities since 2016. However, much of this work remains informal, with high shares of self-employment and unpaid family labour (91% in PLFS 2023–24). While schemes like the Mahila Cash and National Rural Livelihoods Mission have expanded women’s self-help groups, these patterns point to the need for deeper analysis of job quality, labour conditions, and meaningful economic opportunities for women in the state.