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Community and Institutional Response to COVID-19 in India: Role of Women’s SHG and NRLM

This publication was developed with support from the Bill & Melinda Gates Foundation. The findings and conclusions in this publication are those of the authors and do not necessarily represent the views of the Bill & Melinda Gates Foundation
This publication was developed with support from the Bill & Melinda Gates Foundation. The findings and conclusions in this publication are those of the authors and do not necessarily represent the views of the Bill & Melinda Gates Foundation
IWWAGE-ISI-BRIEFS

Nudging Households to increase the usage of Clean Fuel

Indoor air pollution, particularly from cooking with solid fuels, poses a severe public health risk, with women disproportionately bearing the burden. This project, based in rural Madhya Pradesh, investigates how targeted health communication and information on LPG subsidies can influence a shift towards cleaner cooking practices. Villages were randomly assigned to receive different interventions: health awareness alone, health awareness with information on the LPG subsidy programme, or no intervention (control). The combined campaign resulted in a 6% annual increase in LPG refill purchases, a 14% rise in monthly consumption, and a 320% boost in self-reported induction stove usage. While the ‘health only’ group did not show an increase in LPG use, there was improved adoption of safety measures such as smoke outlets or separate kitchens. These findings suggest that both awareness and financial accessibility are critical in enabling consistent clean fuel usage. Despite the significant expansion of LPG access under the Government of India’s Ujjwala Yojana scheme, sustained use remains limited due to low awareness about subsidy benefits and the health risks of solid fuels. This study underscores the importance of integrated communication and policy design in advancing cleaner, safer household energy use.
Indoor air pollution, particularly from cooking with solid fuels, poses a severe public health risk, with women disproportionately bearing the burden. This project, based in rural Madhya Pradesh, investigates how targeted health communication and information on LPG subsidies can influence a shift towards cleaner cooking practices. Villages were randomly assigned to receive different interventions: health awareness alone, health awareness with information on the LPG subsidy programme, or no intervention (control). The combined campaign resulted in a 6% annual increase in LPG refill purchases, a 14% rise in monthly consumption, and a 320% boost in self-reported induction stove usage. While the ‘health only’ group did not show an increase in LPG use, there was improved adoption of safety measures such as smoke outlets or separate kitchens. These findings suggest that both awareness and financial accessibility are critical in enabling consistent clean fuel usage. Despite the significant expansion of LPG access under the Government of India’s Ujjwala Yojana scheme, sustained use remains limited due to low awareness about subsidy benefits and the health risks of solid fuels. This study underscores the importance of integrated communication and policy design in advancing cleaner, safer household energy use.
Learning note

Digital Solutions for SHGs in Chhattisgarh

Government entitlements are often the primary source of social protection for poor households. With the aim of increasing information about and uptake of government entitlements, and with the support of the State Rural Livelihoods Mission (SRLM) in the state of Chhattisgarh, IWWAGE – an initiative of LEAD at Krea University and Haqdarshak Empowerment Solutions Private Limited (HESPL),is implementing a project on promoting government entitlements through women self-help group (SHG) members as agents. Within this project, self-help group (SHG) members are trained on a digital application called Haqdarshak. The digital tool, Haqdarshak, is an innovative mobile application developed by HESPL. The application provides a ready reference of more than 200 central and state government welfare schemes and programmes, their benefits, eligibility criteria, documents required, and the application process for each scheme. These SHG women members, known as Haqdarshikas, in turn go door to door to households within their communities to provide information and enable households to apply for these government programmes, for a small fee. The research team at IWWAGE – an initiative of LEAD at Krea University, conducted a survey of 411 Haqdarshikas in September and October 2020 to understand factors that influence retention and drop-out from the programme. This cohort of Haqdarshikas received training between August 2019 to February 2020. The survey also delved into the impact of COVID-19 on the work of the Haqdarshikas.
Government entitlements are often the primary source of social protection for poor households. With the aim of increasing information about and uptake of government entitlements, and with the support of the State Rural Livelihoods Mission (SRLM) in the state of Chhattisgarh, IWWAGE – an initiative of LEAD at Krea University and Haqdarshak Empowerment Solutions Private Limited (HESPL),is implementing a project on promoting government entitlements through women self-help group (SHG) members as agents. Within this project, self-help group (SHG) members are trained on a digital application called Haqdarshak. The digital tool, Haqdarshak, is an innovative mobile application developed by HESPL. The application provides a ready reference of more than 200 central and state government welfare schemes and programmes, their benefits, eligibility criteria, documents required, and the application process for each scheme. These SHG women members, known as Haqdarshikas, in turn go door to door to households within their communities to provide information and enable households to apply for these government programmes, for a small fee. The research team at IWWAGE – an initiative of LEAD at Krea University, conducted a survey of 411 Haqdarshikas in September and October 2020 to understand factors that influence retention and drop-out from the programme. This cohort of Haqdarshikas received training between August 2019 to February 2020. The survey also delved into the impact of COVID-19 on the work of the Haqdarshikas.
Brief

IWWAGE-ISI Briefs: Analysing the constraints to women’s economic participation in the context of pandemic

As a part of the project undertaken by Indian Statistical Institute (ISI) and IWWAGE, a set of four briefs have been developed to understand the challenges faced by women while engaging in remunerative economic activities. The briefs also evaluate the existing programmes with gender lens, that aim at unleashing women’s economic potential fully in India, and offers policy recommendations. As the pandemic and subsequent lockdowns have impacted women adversely, these briefs also assess the gendered experience of the crisis, on the lives and livelihoods of women, including their physical and emotional well-being. Home production, technology and women’s time allocation The gender gap in time use, especially related to cooking and fuel collection, constrains women’s participation in remunerative activities, while also disproportionately having higher adverse health impacts for women. More efficient technology for home production in the form of LPG (liquefied petroleum gas) usage for cooking may enable women to invest the time and effort saved in more productive activities and thus increase their wellbeing. This aims inducing households to switch to LPG for cooking, through information campaigns on the health benefits of clean fuels and the existing LPG subsidy. It builds on the Pradhan Mantri Ujjwala Yojana, which seeks to expand access to clean fuel among rural households. Impact of COVID-19 on urban poor in industrial clusters: a gender lens As work opportunities in agriculture shrink, the future lies in improving women’s access to jobs in manufacturing and services. It is therefore, important to understand the demand and supply factors that determine their participation in these sectors. The project seeks to examine the profile and background of women workers in contemporary industrial and urban landscapes types of opportunities available, barriers to participation, and aspirations and expectations from industrial employment. It further aims to situate the findings within the context of existing policy and regulatory frameworks, and the implications they hold for women’s industrial employment, while also assessing the impact of the pandemic on the lives and livelihoods of women. Nudging households to increase the usage of clean fuel Air pollution is a grave public health concern and cooking with solid fuels is a major contributor, which also has a disproportionately adverse impact on women. In this project, based in Madhya Pradesh, villages were randomly assigned to a campaign by public health workers to either raise awareness about health effects of solid fuels and mitigation measures, or health awareness on the LPG subsidy programme, or a control group in which no information is provided. In the health only intervention, households become more likely to have a smoke outlet or a separate cooking room, indicating that financial constraints and design of public subsidy schemes are salient in inducing regular usage of clean fuel. Women in agriculture: gendered impact of mechanisation on labour demand The trend of mechanisation in agriculture, which increased exponentially since the 1990s, has had an adverse impact of farm employment, especially that of women. When the production process is sequential and the division of labour across complementary tasks is gendered as is the case in agriculture technological change can have a differential impact on women’s and men’s labour. By constructing a comprehensive database of multiple secondary data sources on farm employment, agricultural inputs, climate and socio-economic characteristics at the district level in India, this study explores various aspects of the gendered effects of technological change in agricultural production.
As a part of the project undertaken by Indian Statistical Institute (ISI) and IWWAGE, a set of four briefs have been developed to understand the challenges faced by women while engaging in remunerative economic activities. The briefs also evaluate the existing programmes with gender lens, that aim at unleashing women’s economic potential fully in India, and offers policy recommendations. As the pandemic and subsequent lockdowns have impacted women adversely, these briefs also assess the gendered experience of the crisis, on the lives and livelihoods of women, including their physical and emotional well-being. Home production, technology and women’s time allocation The gender gap in time use, especially related to cooking and fuel collection, constrains women’s participation in remunerative activities, while also disproportionately having higher adverse health impacts for women. More efficient technology for home production in the form of LPG (liquefied petroleum gas) usage for cooking may enable women to invest the time and effort saved in more productive activities and thus increase their wellbeing. This aims inducing households to switch to LPG for cooking, through information campaigns on the health benefits of clean fuels and the existing LPG subsidy. It builds on the Pradhan Mantri Ujjwala Yojana, which seeks to expand access to clean fuel among rural households. Impact of COVID-19 on urban poor in industrial clusters: a gender lens As work opportunities in agriculture shrink, the future lies in improving women’s access to jobs in manufacturing and services. It is therefore, important to understand the demand and supply factors that determine their participation in these sectors. The project seeks to examine the profile and background of women workers in contemporary industrial and urban landscapes types of opportunities available, barriers to participation, and aspirations and expectations from industrial employment. It further aims to situate the findings within the context of existing policy and regulatory frameworks, and the implications they hold for women’s industrial employment, while also assessing the impact of the pandemic on the lives and livelihoods of women. Nudging households to increase the usage of clean fuel Air pollution is a grave public health concern and cooking with solid fuels is a major contributor, which also has a disproportionately adverse impact on women. In this project, based in Madhya Pradesh, villages were randomly assigned to a campaign by public health workers to either raise awareness about health effects of solid fuels and mitigation measures, or health awareness on the LPG subsidy programme, or a control group in which no information is provided. In the health only intervention, households become more likely to have a smoke outlet or a separate cooking room, indicating that financial constraints and design of public subsidy schemes are salient in inducing regular usage of clean fuel. Women in agriculture: gendered impact of mechanisation on labour demand The trend of mechanisation in agriculture, which increased exponentially since the 1990s, has had an adverse impact of farm employment, especially that of women. When the production process is sequential and the division of labour across complementary tasks is gendered as is the case in agriculture technological change can have a differential impact on women’s and men’s labour. By constructing a comprehensive database of multiple secondary data sources on farm employment, agricultural inputs, climate and socio-economic characteristics at the district level in India, this study explores various aspects of the gendered effects of technological change in agricultural production.
Learning note

Women’s Workforce Participation In India: Statewise Trends

In Andhra Pradesh, the rise in urban women’s work participation rates are exceptional. The state shows high incidence of self-employment among women in both rural and urban areas. However, almost 66 percent of such women in rural areas work as unpaid helpers in household enterprises. In the urban areas, the incidence of women’s entrepreneurship in self-employment is visible. Among wage workers, MGNREGA has been an attractive option apart from other construction, manufacturing and service employment. The urban areas show some diversity in women’s engagement, while in rural areas women work in agriculture, construction and low productive manufacturing sectors
In Andhra Pradesh, the rise in urban women’s work participation rates are exceptional. The state shows high incidence of self-employment among women in both rural and urban areas. However, almost 66 percent of such women in rural areas work as unpaid helpers in household enterprises. In the urban areas, the incidence of women’s entrepreneurship in self-employment is visible. Among wage workers, MGNREGA has been an attractive option apart from other construction, manufacturing and service employment. The urban areas show some diversity in women’s engagement, while in rural areas women work in agriculture, construction and low productive manufacturing sectors
Learning note

Women’s Workforce Participation In India: Statewise Trends

Madhya Pradesh (MP) is the only state in India to have witnessed a rise in workforce participation rates (WPRs) of women in both rural and urban areas between 2011-12 and 2017-18. The increase in women’s WPR in MP was driven largely by increase in self-employment in the rural areas and regular employment in the urban areas. According to the Periodic Labourforce Survey in 2017-18, more than half of the female workforce in the state is self-employed, with a higher incidence of self-employment in rural areas. While approximately 88 percent of the rural self-employed women in MP are engaged in unpaid work, the share of women in own account enterprises is substantially high in urban MP. The distribution of casual women workers suggests very few women engaged under MGNREGA and other public works as 96 percent women in casual employment were engaged in non-public works, with very little security or guarantee of payment
Madhya Pradesh (MP) is the only state in India to have witnessed a rise in workforce participation rates (WPRs) of women in both rural and urban areas between 2011-12 and 2017-18. The increase in women’s WPR in MP was driven largely by increase in self-employment in the rural areas and regular employment in the urban areas. According to the Periodic Labourforce Survey in 2017-18, more than half of the female workforce in the state is self-employed, with a higher incidence of self-employment in rural areas. While approximately 88 percent of the rural self-employed women in MP are engaged in unpaid work, the share of women in own account enterprises is substantially high in urban MP. The distribution of casual women workers suggests very few women engaged under MGNREGA and other public works as 96 percent women in casual employment were engaged in non-public works, with very little security or guarantee of payment
Learning note

Women’s Workforce Participation In India: Statewise Trends

Women’s labourforce participation rates (LFPR) reveals some interesting trends for Maharashtra. As per the figures from the labourforce surveys, the LFPR is significantly higher than the all-India figures, largely driven by higher than average rural employment. The state also shares a decline in self-employment and casual employment and a shift towards regular wage work for both rural and urban women. In Maharashtra the urban areas witnessed a consistent rise in regular wage work of women since 2004-05. More than 60 percent of women are employed as regular workers 70 percent of which is concentrated in the services sector such as education, health and retail. In rural areas, the share of casual workers is considerably higher at around 42 percent, followed by 52 percent in self-employment. The incidence of unpaid family workers among self-employed women exceed 80 percent. While the urban areas show considerable diversity of women workers across occupations and sectors, women in the rural areas remain concentrated as manual workers in agriculture or within construction work.
Women’s labourforce participation rates (LFPR) reveals some interesting trends for Maharashtra. As per the figures from the labourforce surveys, the LFPR is significantly higher than the all-India figures, largely driven by higher than average rural employment. The state also shares a decline in self-employment and casual employment and a shift towards regular wage work for both rural and urban women. In Maharashtra the urban areas witnessed a consistent rise in regular wage work of women since 2004-05. More than 60 percent of women are employed as regular workers 70 percent of which is concentrated in the services sector such as education, health and retail. In rural areas, the share of casual workers is considerably higher at around 42 percent, followed by 52 percent in self-employment. The incidence of unpaid family workers among self-employed women exceed 80 percent. While the urban areas show considerable diversity of women workers across occupations and sectors, women in the rural areas remain concentrated as manual workers in agriculture or within construction work.
Newsletter (Gender In Focus)

Gender in Focus

During COVID-19, women’s Self-Help Groups (SHGs) under DAY-NRLM played a critical role due to their deep rural reach and strong social capital. SHGs emerged as frontline actors in crisis response, leveraging trust and local networks to support communities. To recognise this contribution, IWWAGE’s report documents the good practices, strategies, and innovations led by SHGs in partnership with State Rural Livelihoods Missions during the pandemic.
During COVID-19, women’s Self-Help Groups (SHGs) under DAY-NRLM played a critical role due to their deep rural reach and strong social capital. SHGs emerged as frontline actors in crisis response, leveraging trust and local networks to support communities. To recognise this contribution, IWWAGE’s report documents the good practices, strategies, and innovations led by SHGs in partnership with State Rural Livelihoods Missions during the pandemic.
Learning note

Women’s Workforce Participation in India: Statewise Trends

Maharashtra, one of India’s most prosperous and industrially advanced states, has the highest Gross State Domestic Product (GSDP) among all states, amounting to Rs. 19,400 billion in 2017-18. Despite its economic strength, Maharashtra ranks lower on gender indicators, with a sex ratio of 958 females per 1,000 males and a child sex ratio of 894. Female labour force participation (FLFPR) in Maharashtra is significantly higher than the national average at 31%, driven by rural participation. However, urban FLFPR remains low at 16.8%, highlighting gender disparities in urban employment. This factsheet explores key socio-economic and gender trends in the state.
Maharashtra, one of India’s most prosperous and industrially advanced states, has the highest Gross State Domestic Product (GSDP) among all states, amounting to Rs. 19,400 billion in 2017-18. Despite its economic strength, Maharashtra ranks lower on gender indicators, with a sex ratio of 958 females per 1,000 males and a child sex ratio of 894. Female labour force participation (FLFPR) in Maharashtra is significantly higher than the national average at 31%, driven by rural participation. However, urban FLFPR remains low at 16.8%, highlighting gender disparities in urban employment. This factsheet explores key socio-economic and gender trends in the state.
Learning note

Women’s Workforce Participation in India: Statewise Trends

Bihar, one of India’s poorest states, faces significant challenges in development across key areas such as education, health, and nutrition, while also lagging in gender development. With the lowest female workforce participation rate (WPR) in the country at just 2.8%, Bihar’s economic empowerment of women is a critical concern. This factsheet highlights the stark disparities in women’s employment in the state and calls for urgent policy action to address these issues, offering a comparison with national averages.
Bihar, one of India’s poorest states, faces significant challenges in development across key areas such as education, health, and nutrition, while also lagging in gender development. With the lowest female workforce participation rate (WPR) in the country at just 2.8%, Bihar’s economic empowerment of women is a critical concern. This factsheet highlights the stark disparities in women’s employment in the state and calls for urgent policy action to address these issues, offering a comparison with national averages.
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.
Factsheet

Trend in Female Labour Force Participation in Chhattisgarh

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

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

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

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

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.
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