Working Papers
Working Papers
Business Debt Relief and the Reallocation of Household Labor (Job Market Paper)
Awards: Koneru R. Rao Global Fellowship; UNC Dissertation Fellowship
Scheduled Presentations: NEUDC Cornell 2026, AFA 2027 (PhD Poster), WEFIDEV Fall 2026, Inter-Finance PhD Seminar, Econometric Society European Winter Meeting (2026), 21st Annual Conference on Economic Growth and Development (2026), Conference on Asia-Pacific Financial Markets (2026), 10th Rutgers-ATP Conference (2027), ADBI--Journal of Development Economics Conference (2027)
Small-business owners are often personally liable for business debt, and their household members frequently combine work in their own enterprises with outside wage employment. I study how business debt relief affects this allocation of household labor. I utilize two large agricultural debt-relief programs in India whose eligibility rules generate quasi-random variation in relief. Using administrative bank records linked to business registries, I compare otherwise similar eligible and ineligible farming households within the same bank branch to estimate the causal effects of business debt relief. I find that relief reduces households' reliance on temporary migration to cities for wage employment, with complementary evidence suggesting that migrant members return home. At the same time, relief increases small-business borrowing and new non-farm business formation in households' home districts. Together, these findings point to a reallocation of household labor from urban wage employment toward local entrepreneurship. Further cross-sectional tests are consistent with debt relief reducing the need for predictable wage earnings to service debt as well as easing constraints on entrepreneurial risk-taking. These household responses aggregate: districts more exposed to relief also experience greater business formation and economic activity. The paper highlights an overlooked consequence of business debt relief: its effects on household labor allocation beyond the indebted enterprise.
We study the impact of employee productivity information disclosure on labor reallocation across firms. GitHub, the world’s largest software management platform, publicly tracks individual contributions. A 2016 policy change enhanced user GitHub contribution visibility, leading employees with 1 standard deviation higher contributions to experience a 5.2% increase in mobility to large firms, often at the expense of smaller firms. While top talent from small firms secured senior roles at larger firms, the latter retained them through internal promotions. This shift reduced employment growth and productivity in affected small firms, highlighting how labor-related big data reinforces large firms' dominance.
We ask whether regulatory forbearance on bank loan loss recognition exacerbates agency frictions within borrowing firms. We study the forbearance implemented in India in response to the global financial crisis. Under the forbearance regime, banks were allowed to restructure loans without downgrading such loans and providing for them. Firms more likely to benefit from forbearance experience an increase in the tunneling of resources by the management through increased compensation and related party transactions. Their investment in shareholder value-destroying unrelated projects increases. Thus, the free put option provided by the regulator by way of forbearance exacerbates agency frictions within borrowing firms.
Published Papers
In this chapter, we review several key topics that lie at the intersection between labor economics and corporate finance. We discuss well-studied questions in this literature as well as new areas of research that are expanding the field of labor and corporate finance. First, we address the relationship between ownership and employees’ labor outcomes. Second, we present an overview of the literature studying the relationship between capital structure and labor markets, including the implications of financial distress. Third, we connect labor with the fast-growing literature on inequality within firms and investments in technology adoption. A common theme across all these topics is the interdependency between firms and labor, where decisions made by firms impact labor and trends in labor markets impact firms.
We investigate the role of regulatory forbearance in causing a banking crisis. To mitigate the expected spillover effects of the global financial crisis, the Indian banking regulator allowed banks to restructure loans without creating provisions. The forbearance continued beyond the crisis due to political economy-related considerations. Using heterogeneity in the application of the policy, we find that healthy banks that benefited from forbearance became undercapitalized due to the non-recovery of unhealthy borrowers whose accounts were restructured. The undercapitalization led to distortionary lending practices; some distortions took the form of a quid pro quo between the government and the undercapitalized banks.
Although the literature has studied the impact of social ties on credit markets, the possibility of social relations causing contagion remains unexplored. We study the Indian caste system and the group loan structure, where members screen and monitor each other. Using loan-month level data provided by a non-banking lender, we find that shocks take the form of a loan default contagion within local caste networks, plausibly due to pre-existing economic linkages. Several robustness tests rule out delayed propagation of shocks being mischaracterized as a contagion. Thus, we highlight a dark side of social ties in credit markets.