This factsheet highlights Odisha’s economy, which is largely agro-based, with agriculture, forestry, and fishing providing 50% of employment. Despite natural disasters, the state’s service, industrial, and mining sectors contribute significantly to its GSDP. Tribal women play a vital role in forest produce collection and handicrafts, yet female labor force participation remains low, with rural and urban FLFPRs at 15.2% and 13.4%, respectively.
Publications
Publications
Category
Year
Factsheet
Women’s Workforce Participation in India: Statewise Trends
- October , 2020
- Nidhi Gyan Pandey
While the share of women workers in regular wage work has been increasing all across India, Odisha has shown exceptional growth in this regard, particularly in urban areas. But as in other states, this has not translated into improved working conditions for women.
While the share of women workers in regular wage work has been increasing all across India, Odisha has shown exceptional growth in this regard, particularly in urban areas. But as in other states, this has not translated into improved working conditions for women.
Factsheet
Women’s Workforce Participation in India: Statewise Trends
- October , 2020
- Nidhi Gyan Pandey, Sona Mitra
This factsheet provides insights into Gujarat’s economic and social landscape in 2020. Despite its industrial strengths, the state faces challenges in gender inequality, with a low sex ratio (866 females per 1,000 males) and an FLFPR of 16.9%, below the national average. High anaemia rates among women and lagging education indicators further highlight the need for improved social development.
Despite being an industrial state, women’s participation in regular wage employment in Gujarat, particularly in its manufacturing sector, has been poor. This is regardless of the improvements in FWPRs witnessed by the state in recent times.
Despite being an industrial state, women’s participation in regular wage employment in Gujarat, particularly in its manufacturing sector, has been poor. This is regardless of the improvements in FWPRs witnessed by the state in recent times.
Learning note
Advancing gender equality in a post COVID context: Mitigating the impacts of COVID-19 on India’s women and girls through emergency cash transfers
- August , 2020
- Kanika Jha Kingra
COVID-19 is no longer a health crisis. The pandemic and the subsequent lockdown have led to dire socio-economic challenges for India. Loss of livelihoods, food insecurity, wage cuts and financial insecurity are among the few challenges that the majority of Indians are grappling with, especially the poor. The lockdown and the halt of economic activities led to the reverse migration of millions of migrants. According to the Census of 2011, there are 139 million interstate migrants who are now among the worst hit by the pandemic and the lockdown. Little to no data exists on women migrant workers, mostly employed in construction and domestic work, who continue to be invisible in recent policy discourse and in the design of relief packages. The return of male migrant workers too can have unintended effects on women: fewer jobs being available to them in rural areas, thereby impacting overall levels of household income. All these uncertainties have led to the re-emergence of a demand for basic income in India. Convergence of existing schemes, fewer leakages and less corruption, as well as reduction in administrative costs, are some of the arguments in favour of a basic income, which were also cited in India’s Economic Survey (2017-18). An emergency basic income has the potential to mitigate the adverse impacts on the most vulnerable, including women and girls.
COVID-19 is no longer a health crisis. The pandemic and the subsequent lockdown have led to dire socio-economic challenges for India. Loss of livelihoods, food insecurity, wage cuts and financial insecurity are among the few challenges that the majority of Indians are grappling with, especially the poor. The lockdown and the halt of economic activities led to the reverse migration of millions of migrants. According to the Census of 2011, there are 139 million interstate migrants who are now among the worst hit by the pandemic and the lockdown. Little to no data exists on women migrant workers, mostly employed in construction and domestic work, who continue to be invisible in recent policy discourse and in the design of relief packages. The return of male migrant workers too can have unintended effects on women: fewer jobs being available to them in rural areas, thereby impacting overall levels of household income. All these uncertainties have led to the re-emergence of a demand for basic income in India. Convergence of existing schemes, fewer leakages and less corruption, as well as reduction in administrative costs, are some of the arguments in favour of a basic income, which were also cited in India’s Economic Survey (2017-18). An emergency basic income has the potential to mitigate the adverse impacts on the most vulnerable, including women and girls.
Learning note
Advancing gender equality in a post COVID context: Gender sensitive policies to enhance food security and expand wage employment
- August , 2020
The COVID-19 pandemic has affected all Indians, particularly vulnerable groups, including women and girls. If evidence from previous disasters and health crises is any indication, women will be disproportionately affected during this pandemic. Within homes, women and girls who already do more than six times unpaid work than men, now shoulder added responsibilities of feeding and caring for children who are not going to schools as well as care work for the elderly, sick or disabled family members. Outside their homes, shrinking employment opportunities and the resultant loss in bargaining power has compounded the problems faced by women. The decline in decent work opportunities and loss of income can, among other things, lead to a loss of independence, agency, and undo several years of progress achieved through gender-responsive policies. The disproportionate impact on women and girls calls for more gender-responsive interventions and relief measures. It is becoming increasingly important to expand opportunities for wage employment and enhance food security and nutrition. Evidence shows a clear co-relation between food and nutrition insecurity and gender inequalities, with mothers and daughters usually eating last as well as the least nutritious food in Indian households. Therefore, expanding social security benefits, improving access to and availability of employment and decent work opportunities, particularly for women, can help address nutritional and food security challenges during the pandemic.
The COVID-19 pandemic has affected all Indians, particularly vulnerable groups, including women and girls. If evidence from previous disasters and health crises is any indication, women will be disproportionately affected during this pandemic. Within homes, women and girls who already do more than six times unpaid work than men, now shoulder added responsibilities of feeding and caring for children who are not going to schools as well as care work for the elderly, sick or disabled family members. Outside their homes, shrinking employment opportunities and the resultant loss in bargaining power has compounded the problems faced by women. The decline in decent work opportunities and loss of income can, among other things, lead to a loss of independence, agency, and undo several years of progress achieved through gender-responsive policies. The disproportionate impact on women and girls calls for more gender-responsive interventions and relief measures. It is becoming increasingly important to expand opportunities for wage employment and enhance food security and nutrition. Evidence shows a clear co-relation between food and nutrition insecurity and gender inequalities, with mothers and daughters usually eating last as well as the least nutritious food in Indian households. Therefore, expanding social security benefits, improving access to and availability of employment and decent work opportunities, particularly for women, can help address nutritional and food security challenges during the pandemic.
Learning note
Business Readiness Scorecard for Women
- August , 2020
- Rigzom Wangchuk | Ria Dutta | M P Karthick
Women dominate India’s informal economy, especially in the handloom and handicrafts sectors, where they often operate as home-based entrepreneurs. Yet, they remain underrepresented in the formal business space. To better support these women-led enterprises, IWWAGE developed the Women’s Business Readiness Scorecard for Handloom and Handicrafts Sector (WBRS-HHS). This data-driven diagnostic tool was developed through surveys with 800 women entrepreneurs across Rajasthan and Tamil Nadu’s two states with distinct public and private sector dynamics. The scorecard evaluates business readiness across four dimensions: 1.Agency (decision-making, financial control, risk-taking) 2. Market Readiness (product portfolio, advance orders) 3. Production Readiness (worksite, inventory, personnel) 4. Legal and Regulatory Readiness (registration, scheme awareness) By measuring these indicators, the WBRS-HHS helps identify strengths, gaps, and policy opportunities to scale and sustain women’s enterprises. The tool also offers a replicable framework for stakeholders to design targeted interventions across sectors.
Women dominate India’s informal economy, especially in the handloom and handicrafts sectors, where they often operate as home-based entrepreneurs. Yet, they remain underrepresented in the formal business space. To better support these women-led enterprises, IWWAGE developed the Women’s Business Readiness Scorecard for Handloom and Handicrafts Sector (WBRS-HHS). This data-driven diagnostic tool was developed through surveys with 800 women entrepreneurs across Rajasthan and Tamil Nadu’s two states with distinct public and private sector dynamics. The scorecard evaluates business readiness across four dimensions: 1.Agency (decision-making, financial control, risk-taking) 2. Market Readiness (product portfolio, advance orders) 3. Production Readiness (worksite, inventory, personnel) 4. Legal and Regulatory Readiness (registration, scheme awareness) By measuring these indicators, the WBRS-HHS helps identify strengths, gaps, and policy opportunities to scale and sustain women’s enterprises. The tool also offers a replicable framework for stakeholders to design targeted interventions across sectors.
Report
The Future of Work for Women Workers
- August , 2020
- Ruchika Chaudhary , Sona Mitra , Soumya Kapoor Mehta
World over, the technology-driven gig economy has been expanding rapidly over the past decade, in which digital platforms connect workers with requesters to facilitate on demand work. While the gig economy has also become a buzzword in India, particularly in the last couple of years, and is attracting millennials by offering alternative employment opportunities. However, literature is scanty when it comes to measuring its impacts on the gendered experiences of gig work or on gig workers. This report aims to provide a comprehensive analytical overview of women’s engagement in platform work, and presents findings from an in-depth study of women’s work in one of India’s leading platform companies. It aims to understand the emerging forms of labour practices and the impact of platform engagement on workers experiences, challenges, and impact on women’s empowerment and agency. The findings are based on interviews with workers, platform managers, and other key informants, and comprehensive literature review. The study presents an in-depth and specialised analysis of the gig economy to explain some of the unique features of the labour practices and consequences of such practices on the overall labour relations. The study also makes specific recommendations and argue that policy makers and platforms have a key role in ensuring access to decent work and social protection for these workers.
World over, the technology-driven gig economy has been expanding rapidly over the past decade, in which digital platforms connect workers with requesters to facilitate on demand work. While the gig economy has also become a buzzword in India, particularly in the last couple of years, and is attracting millennials by offering alternative employment opportunities. However, literature is scanty when it comes to measuring its impacts on the gendered experiences of gig work or on gig workers. This report aims to provide a comprehensive analytical overview of women’s engagement in platform work, and presents findings from an in-depth study of women’s work in one of India’s leading platform companies. It aims to understand the emerging forms of labour practices and the impact of platform engagement on workers experiences, challenges, and impact on women’s empowerment and agency. The findings are based on interviews with workers, platform managers, and other key informants, and comprehensive literature review. The study presents an in-depth and specialised analysis of the gig economy to explain some of the unique features of the labour practices and consequences of such practices on the overall labour relations. The study also makes specific recommendations and argue that policy makers and platforms have a key role in ensuring access to decent work and social protection for these workers.
Learning note
Impact Of Covid-19 On Working Women
- August , 2020
- Soumya Kapoor Mehta
The COVID-19 pandemic has not only deepened economic uncertainty in India but also intensified the challenges faced by working women across urban and rural areas. Even before the crisis, concerns around women’s workforce participation, pay parity, and career progression were prominent. The pandemic has further exposed vulnerabilities-especially in sectors where women are overrepresented and increasingly seen as dispensable. Now, urgent questions arise: Will the situation worsen for working women? How has the pandemic affected women in both urban and rural areas? Which sectors have made women dispensable? How can we ensure women are not further marginalised during these unprecedented times? This analysis explores the gendered impact of the pandemic on employment, examines key data trends, and raises critical questions about ensuring women are not further marginalised. It also outlines measures to foster recovery and resilience, with a focus on sustaining women’s livelihoods and advancing gender equality in the post-pandemic economy.
The COVID-19 pandemic has not only deepened economic uncertainty in India but also intensified the challenges faced by working women across urban and rural areas. Even before the crisis, concerns around women’s workforce participation, pay parity, and career progression were prominent. The pandemic has further exposed vulnerabilities-especially in sectors where women are overrepresented and increasingly seen as dispensable. Now, urgent questions arise: Will the situation worsen for working women? How has the pandemic affected women in both urban and rural areas? Which sectors have made women dispensable? How can we ensure women are not further marginalised during these unprecedented times? This analysis explores the gendered impact of the pandemic on employment, examines key data trends, and raises critical questions about ensuring women are not further marginalised. It also outlines measures to foster recovery and resilience, with a focus on sustaining women’s livelihoods and advancing gender equality in the post-pandemic economy.
Learning note
Gig Study: Summary and Recommendations
- August , 2020
- Ruchika Chaudhary | Soumya Kapoor Mehta
The rise of India’s gig economy, driven by the proliferation of over 300 digital platforms in the last five years, is transforming the concept of work. With one of the lowest female labour force participation rates in South Asia (24.5%), digital labour platforms offer a potential solution, providing flexible work opportunities for women. However, gig workers face challenges such as income instability, lack of social protection, and safety concerns. This factsheet explores the opportunities and challenges of India’s growing gig economy, particularly its potential to increase women’s participation in the workforce.
The rise of India’s gig economy, driven by the proliferation of over 300 digital platforms in the last five years, is transforming the concept of work. With one of the lowest female labour force participation rates in South Asia (24.5%), digital labour platforms offer a potential solution, providing flexible work opportunities for women. However, gig workers face challenges such as income instability, lack of social protection, and safety concerns. This factsheet explores the opportunities and challenges of India’s growing gig economy, particularly its potential to increase women’s participation in the workforce.
Learning note
Food Security and Wage Employment
- August , 2020
- Sona Mitra | Deepro Guha | Kanika Jha Kingra
The COVID-19 pandemic has disproportionately impacted women and girls in India, exacerbating pre-existing vulnerabilities. Within households, women now face added responsibilities, including unpaid care work for children, the elderly, and sick family members. Outside the home, shrinking employment opportunities and reduced bargaining power have led to a loss of independence and agency for many women, threatening years of progress made through gender-responsive policies. Women, particularly those in informal sectors, have been hit hardest by job losses and wage reductions. With 90% of the female workforce in informal employment, the economic fallout from the pandemic has severely affected their livelihoods. The crisis has also increased the risk of food insecurity, as women and girls often bear the brunt of inadequate nutrition in households. Additionally, women frontline workers face heightened health risks. To mitigate these challenges, gender-responsive interventions are crucial. Expanding opportunities for women’s wage employment, improving access to decent work, and enhancing social security benefits are essential to addressing the long-term impacts of the pandemic and ensuring a more equitable recovery.
The COVID-19 pandemic has disproportionately impacted women and girls in India, exacerbating pre-existing vulnerabilities. Within households, women now face added responsibilities, including unpaid care work for children, the elderly, and sick family members. Outside the home, shrinking employment opportunities and reduced bargaining power have led to a loss of independence and agency for many women, threatening years of progress made through gender-responsive policies. Women, particularly those in informal sectors, have been hit hardest by job losses and wage reductions. With 90% of the female workforce in informal employment, the economic fallout from the pandemic has severely affected their livelihoods. The crisis has also increased the risk of food insecurity, as women and girls often bear the brunt of inadequate nutrition in households. Additionally, women frontline workers face heightened health risks. To mitigate these challenges, gender-responsive interventions are crucial. Expanding opportunities for women’s wage employment, improving access to decent work, and enhancing social security benefits are essential to addressing the long-term impacts of the pandemic and ensuring a more equitable recovery.
Learning note
Emergency Cash Transfers
- August , 2020
- Soumya Kapoor Mehta | Sona Mitra | Kanika Jha Kingra
The COVID-19 pandemic has intensified socio-economic challenges across India, with women and girls disproportionately affected. Job losses, food insecurity, wage cuts, and financial instability have all hit vulnerable groups the hardest, exacerbating existing gender inequalities. Women, particularly those in informal sectors such as domestic work and construction, have seen their livelihoods decimated, while the rise in unpaid care work has further burdened them within households. Evidence from past crises shows that women are more vulnerable to job losses, food insecurity, and violence, all of which have worsened during the pandemic. Additionally, women face exclusion from relief packages and farm support schemes, leaving them without crucial safety nets. In light of this, there is a growing call for emergency cash transfers to support the most vulnerable, particularly women and girls. Such transfers, tied to the duration of the pandemic, can help mitigate financial uncertainties, reduce poverty, and promote food security. When complemented by investments in public infrastructure and basic services, an emergency basic income can provide much-needed relief and pave the way for a more inclusive recovery.
The COVID-19 pandemic has intensified socio-economic challenges across India, with women and girls disproportionately affected. Job losses, food insecurity, wage cuts, and financial instability have all hit vulnerable groups the hardest, exacerbating existing gender inequalities. Women, particularly those in informal sectors such as domestic work and construction, have seen their livelihoods decimated, while the rise in unpaid care work has further burdened them within households. Evidence from past crises shows that women are more vulnerable to job losses, food insecurity, and violence, all of which have worsened during the pandemic. Additionally, women face exclusion from relief packages and farm support schemes, leaving them without crucial safety nets. In light of this, there is a growing call for emergency cash transfers to support the most vulnerable, particularly women and girls. Such transfers, tied to the duration of the pandemic, can help mitigate financial uncertainties, reduce poverty, and promote food security. When complemented by investments in public infrastructure and basic services, an emergency basic income can provide much-needed relief and pave the way for a more inclusive recovery.
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.