Working Papers
The Distributional Effects of Lending Rate Caps (Revise and Resubmit at the Journal of Financial Economics) [PDF]
with Nikita Céspedes, Rafael Nivin, and Diego Yamunaqué
We estimate the financial and real effects of a lending rate cap introduced in Peru, affecting 26 percent of small business loans. Using variation in exposure to the policy across loans, banks, and local credit markets, we find that the program reduced interest rates and generated substantial credit reallocation. In concentrated markets, highly treated banks replace risky borrowers with safe and new firms, which led to a net positive effect on credit and real outcomes. In contrast, the effect is negative in competitive locations where banks could not replace risky firms. This credit reallocation allowed highly treated banks to maintain their market share constant despite a 23 percentage-points decline in interest rates. Finally, we show that excluded risky borrowers had lower marginal revenue productivity of capital than the firms who obtained more credit at lower rates. Consequently, the lending rate cap reduced capital misallocation in concentrated markets but increased it in competitive ones.
Cross-Border Spillovers of Bank Regulations: Evidence of a Trade Channel [PDF]
with Maria Alejandra Amado and Jose Gutierrez
We study whether domestic banking regulations transmit internationally through trade linkages. We develop a model in which exporters extend trade credit to bank-rationed importers to illustrate the effects of a credit-driven import demand contraction. Foreign exporters absorb part of the credit cut, less under high trade-credit frictions, and redirect lost sales only for goods that are substitutable enough. Exploiting a 2012 Spanish banking reform and combining administrative credit data with global trade flows, we show that the reform reduced credit supply, leading to a contraction in Spanish imports and cross-border spillovers to exporters serving the Spanish market. Exports decline more for exporters in less financially developed and where trade-credit frictions are stronger, who could not absorb importers' credit cut extending trade-credit, and reallocation across destinations was limited, except for homogeneous goods.
Financial Stimulus and Microfinance Institutions in Emerging Markets [PDF]
with Nikita Céspedes, Walter Cuba, Eduardo Díaz, and Elmer Sánchez
We study how microfinance institutions (MFIs) shape the allocation and aggregate impact of financial stimulus during recessions. We develop a stylized model showing that private lenders may deviate from the social optimum, prioritizing inframarginal clients when poaching threats are strong. This distortion is amplified when lenders are specialized in such clients. We then exploit a large-scale loan guarantee program for small firms implemented in Peru during the COVID-19 recession, combined with administrative data covering the universe of small business loans. We show that guarantees significantly reduced delinquency rates, particularly among micro-firms and those in high-contact industries, segments facing severe liquidity needs. MFIs channeled a larger share of guarantees to these high-sensitivity segments, while traditional banks prioritized inframarginal firms, consistent with our model. We extend our framework to incorporate lender specialization and heterogeneous firms and calibrate it to the data. The model shows that the program reduced defaulting debt by 30 percent relative to a counterfactual where only traditional banks distributed guarantees. Our core insight that MFI specialization shapes the aggregate impact of financial stimulus remains robust across settings where MFIs face higher distribution costs, serve riskier clients, or have weaker monitoring incentives.
Bank Competition, Capital Misallocation, and Industry Concentration: Evidence from Peru [PDF]
with Nikita Céspedes
We estimate the effects of bank competition on economic development relying on a merger episode that involved the two largest banks competing over small firms in Peru. By exploiting differences in the banks’ geographical footprint, we measure how the merger changed the degree of competition in local banking markets, and how it affected credit, economic activity, and the allocation of resources across firms. We find an aggregate decline in credit, labor, capital, and sales of small firms after the merger. Moreover, we find that low bank competition discourages entry decisions, favoring incumbent firms over potential entrants, and reducing business dynamism. The decline in bank competition has substantial distributional effects. The contraction of capital is concentrated among small firms with high marginal returns, which increases capital misallocation. In equilibrium, large firms expand by taking over the market share previously attended by small firms, leading to higher levels of concentration in the real economy.
Work in Progress
Financial Innovation, Labor Markets, and Wage Inequality: Evidence from Instant Payment Systems [PDF]
with Jacelly Cespedes, Carlos Parra, and Bernardo Ricca
Abstract
A longstanding debate concerns how technological change affects wage inequality. While the conventional view suggests that technological innovation increases inequality by favoring skilled workers, in this paper, we show that certain financial technologies can reduce wage gaps by benefiting low-skilled workers. We study this question in the context of Brazil's nationwide instant payment system (Pix), using comprehensive administrative data on formal workers and firms between 2015-2022. Exploiting variation in pre-existing mobile penetration across municipalities in a difference-in-differences design, we find that areas with higher mobile penetration experience significant changes in labor markets following Pix adoption. These areas see a 3 percent increase in average wages, primarily driven by small and medium establishments in retail and service sectors. These effects persist in a triple difference-in-differences design that compares small versus large establishments within municipalities, addressing concerns about time-varying local confounders. The wage effects are most pronounced for workers with lower levels of education, resulting in a two percentage point reduction in the college wage premium. The mechanism appears to be increased labor demand from small businesses combined with local labor market frictions rather than traditional rent-sharing channels. In particular, these areas see a 3 percent increase in the number of small businesses in the retail sector, with no comparable effect in manufacturing or among large establishments. The decline in the college premium is more pronounced in areas with tighter low-skill labor markets, consistent with local labor market frictions amplifying the wage effects. Our findings highlight how digital payment technologies can reduce wage inequalities by increasing demand for low-skilled labor in small, cash-intensive businesses.
Microfinance Institutions and Economic Development: Evidence from Peru
with Julia Fonseca and Adrien Matray
The Financial Inclusion Trade-offs of Instant Payments
with Marcos Cerón, Jacelly Céspedes, Carlos Parra, and Arthur Taburet
The Financial and Real Effects of Pension Funds' Investments
with Francisco Cabezón