India's Female Labor Force Rise: Statistical or Real?

India's Time Use Survey tells a similar story. Time devoted to employment and production of goods for own final use rose from 84 minutes per day in 2019 to 94 minutes per day in 2024. "The labour survey, time-use survey and the NRLM administrative system are different sources," Anant noted. "Yet they all point towards an expansion of women's economic activity in rural India."

Government programs have supported households in acquiring milch animals, goats and poultry, while women provide much of the labour. The resulting income may accrue to the household enterprise even if no explicit wage is paid to the woman, he said. Animal husbandry provides the most plausible connection between the policy effort and the rising participation numbers.

Anant did not dismiss the possibility of distress. "None of this means that distress is absent from rural India, or that every increase in female self-employment represents a high-quality job," he wrote. Nor does a rise in labour force participation tell enough about women's control over the income they help generate, he said. Those are important qualifications. "They are different from concluding that the measured increase in women's work is merely statistical or is necessarily a sign of distress."

He argued that the convergence across sources suggests a long-term policy effort to expand women's livelihood opportunities may finally be registering in aggregate labour-market statistics. "Future data on farm household incomes and the contribution of livestock and allied activities to it should allow this proposition to be tested more directly," Anant said.

Even after the recent rise, women's labour force participation remains far below men's. That gap represents a large reservoir of potential household income and economic output, he said. Many rural women cannot easily spend long stretches of the day away from household responsibilities, so livelihood opportunities need not all resemble conventional salaried employment. Animal husbandry, food processing and other home- or village-based enterprises can allow productive work alongside time constraints, he wrote.

The main challenge, Anant said, is not simply to get more women counted as workers. "It is to raise the productivity, earnings and agency associated with the work they are already doing: through better access to credit and markets, stronger producer organizations, improved technology and greater ownership and control of productive assets."