Source: PIB| Date: May 1, 2026
India's labour market is undergoing a structural transformation, with women at its epicentre. A PIB release on International Labour Day 2026 draws on data from the Periodic Labour Force Survey (PLFS), flagship government schemes, and legislative milestones to paint a picture of a workforce in transition. Female labour force participation has nearly doubled in seven years; from 23.3% in 2017–18 to 40% in 2025; and policy instruments ranging from the Deendayal Antyodaya Yojana to the four consolidated Labour Codes are reshaping the terrain.
This analysis examines the key claims in the government's narrative, sets them against broader socio-economic context, identifies the gaps and challenges that remain, and assesses the implications for India's economic and social policy in the years ahead.
1. The Participation Surge: Unpacking the Numbers
What the Data Shows
The headline figure; female labour force participation rising from 23.3% to 40% between 2017–18 and 2025; is statistically significant and marks a genuine reversal of the declining trend that worried economists through much of the 2000s and early 2010s. The PLFS, which replaced the older NSS Employment-Unemployment Surveys, provides quarterly and annual estimates that are methodologically more robust.
"Rural India continues to lead this change, pointing to a deeper structural shift in how women engage with work."
Critical Context
However, analysts should treat the 40% figure with several caveats. First, the definition of 'labour force participation' used by the PLFS includes a broad 'principal plus subsidiary status' methodology, which captures seasonal and part-time agricultural work that previous surveys may have undercounted. A significant portion of the rural surge in female FLFP reflects increased engagement in own-account farming and allied activities, not necessarily formal wage employment.
Second, while 40% has improved, it remains well below the global average of approximately 47% and far behind high-performing economies in South and Southeast Asia. Bangladesh, for instance, reports female FLFP above 35% in manufacturing alone.
Third, quality of employment matters as much as quantity. A majority of the newly counted women workers are in low-wage, informal, and often unpaid or underpaid roles. The shift from 'invisible' to 'visible' on a survey does not automatically translate to economic empowerment.
2. Self-Help Groups and the Lakhpati Didi Programme
Policy Intent
The mobilisation of over 10 crore women households into Self-Help Groups (SHGs) under the Deendayal Antyodaya Yojana – National Rural Livelihoods Mission (DAY-NRLM) represents one of India's most ambitious social engineering exercises. The SHG network has provided women with access to micro-credit, collective bargaining, and in many cases, a first entry point into the formal financial system.
The Lakhpati Didi programme; targeting over two crore women earning more than ₹1 lakh annually, is an attempt to move beyond inclusion toward income security. By embedding skill development, market linkages, and credit access within the SHG structure, the programme aims to scale existing micro-enterprises into sustainable livelihoods.
Analytical Assessment
The evidence on SHG outcomes is mixed. Studies by the World Bank, NITI Aayog, and independent researchers have found that well-functioning SHGs do improve women's financial agency, savings behaviour, and household bargaining power. However, enterprise graduation; i.e., SHG members building businesses that generate ₹1 lakh or more annually, has been concentrated in states with stronger implementation ecosystems such as Andhra Pradesh, Telangana, and Kerala.
The ₹1 lakh income threshold, while aspirational, translates to approximately ₹8,300 per month; barely above the national minimum wage benchmark in many states. For the programme to be genuinely transformative, the focus must shift toward sustainable enterprise development rather than income milestones that may be met episodically or through debt-financed activity.
3. Startups and Innovation: Women at the Leadership Table
The Startup India ecosystem data; over 2.2 lakh recognised startups, 1 lakh with at least one woman director; represents a qualitative shift in India's economic identity. Ten years ago, the idea that India would be the world's third-largest startup hub was aspirational. Today it is a documented reality.
For women specifically, the startup ecosystem matters because it is one of the few spaces where meritocracy, access to risk capital, and institutional support can partially offset structural disadvantages rooted in patriarchal norms. Incubators, angel networks, and government seed funds have created pathways that did not previously exist.
"Over 1 lakh startups include at least one woman director; but directorship is not the same as founding or controlling a company."
However, the 'at least one woman director' metric is a low bar. Company law mandates a woman director for listed and large companies, meaning many of these directorships may be compliance-driven rather than reflective of genuine leadership. Deeper metrics; percentage of startups founded or co-founded by women, equity ownership, and access to Series A and beyond capital; tell a more sobering story. Globally, women-led startups receive a fraction of venture capital relative to men, and India is no exception.
4. Labour Codes: Reform Promise and Implementation Gaps
The Reform Architecture
The consolidation of 29 Central labour laws into four Labour Codes; on Wages, Industrial Relations, Social Security, and Occupational Safety; is among the most significant labour reform efforts in India's post-Independence history. The intent is clear: simplify compliance, extend coverage, and create a more dynamic formal labour market.
The Code on Social Security (2020) is particularly relevant for women, as it extends provisions for gratuity, maternity benefits, and ESIC coverage to previously excluded workers, including gig and platform workers. The Code on Wages mandates universal minimum wage coverage, theoretically eliminating sector-based exclusions that historically disadvantaged domestic workers and agricultural labourers; occupations dominated by women.
Implementation Reality
Despite notification of the Labour Codes at the Central level, implementation has stalled in most states, which must frame their own rules before the Codes take effect. As of early 2026, fewer than half the states have fully operationalised even one of the four Codes. This creates a paradox: the reform architecture exists on paper, but millions of workers; disproportionately women; continue to operate under the old, fragmented framework.
For women workers specifically, provisions around maternity leave, crèche facilities, and safe working conditions under the Occupational Safety Code represent significant potential gains. Translating these provisions from statute to shopfloor reality requires monitoring, enforcement capacity, and grievance redressal mechanisms that remain underdeveloped.
5. Social Protection: An Expanding but Uneven Net
The expansion of social protection coverage from 19% in 2015 to 64% in 2025 is the most striking macro-level claim in the government's narrative. If accurate, it represents one of the most rapid extensions of social security in any large economy in modern history.
The e-Shram portal's 31-crore registrations are a genuine administrative achievement, creating the first unified database of unorganised workers. For policy delivery, this is foundational; you cannot target benefits to people you cannot identify. The ESIC expansion, including the new hospital in Budgam, reflects a continuing commitment to extending formal healthcare to workers and their families.
However, coverage in India's social protection context often means 'registered' rather than 'receiving benefits consistently.' Portability of benefits across state lines, claim settlement ratios, and the quality of services accessed remain significant challenges. For women who move between states for seasonal agricultural work or domestic labour, these portability gaps are not abstract; they are daily lived realities.
6. Structural Gaps and Challenges Ahead
Despite the progress documented, several structural challenges remain underaddressed:
- Care Economy Burden: India's care infrastructure; crèches, elder care, domestic support services; remains woefully inadequate. Women's labour market participation is constrained not only by demand-side barriers (wages, access, discrimination) but by the unequal distribution of unpaid care work. No amount of skilling or credit access resolves this without parallel investment in the care economy.
- Wage Gaps: Gender wage gaps persist across formal and informal sectors. Women earn 20–30% less than men for comparable work in many industries. The Labour Codes' minimum wage provisions help at the floor, but do not address the structural factors driving the wage gap in mid- and upper-level employment.
- Safe Workplaces: Implementation of the Prevention of Sexual Harassment (POSH) Act remains uneven, particularly in MSMEs, agriculture, and the informal sector where most women work. Fear of harassment and hostile work environments remains a key deterrent to participation.
- Digital Divide: Skilling programmes increasingly rely on digital delivery. Rural women, who lack smartphones, reliable connectivity, or digital literacy, risk being left behind even as digital skilling investments accelerate.
- Data Quality: The PLFS methodology changes make longitudinal comparisons difficult. Claims of dramatic FLFP increases must be contextualised within measurement changes, not only attributed to policy success.
Conclusion: Progress with Unfinished Business
The government's International Labour Day narrative is grounded in real data and reflects genuine structural change. India's women are entering the workforce in greater numbers, accessing enterprise opportunities previously unavailable to them, and gaining; however unevenly; from an expanding social protection architecture.
But the narrative also carries the risk of premature celebration. Participation rates matter, but quality of participation; wages, job security, safety, social protection in practice; matters more. The Labour Codes remain largely unimplemented. The care economy remains invisible in policy. Wage gaps persist. Urban women's employment has not kept pace with rural gains.
"Women are not just part of the workforce; they are playing a central role in shaping its future. But the future they deserve requires policy that moves from aspiration to accountability."
International Labour Day 2026 is an opportunity not only to celebrate what has changed but to hold policymakers accountable for what has not. The structural transformation underway is real, significant, and worthy of recognition. The work of making it equitable, dignified, and durable is far from complete.
