Research
Working Papers
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.
The Distributional Effects of Lending Rate Caps [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. Leveraging variation in exposure to the policy across loans, banks, and local credit markets, we find that the program reduces interest rates and small-size credit supply. However, in equilibrium, highly exposed banks expand bigger loans, keeping their market share constant despite a 23 percent decline in interest rates. Moreover, highly treated banks replace risky borrowers with safe and new firms within concentrated local credit markets, which leads to a net positive effect on credit and real outcomes. In contrast, the effect is negative in more competitive locations as banks cannot replace risky firms. Finally, we document that small entrepreneurs with higher returns to capital accumulate more of this input and grow faster after the policy, while small businesses with low returns to capital shrink, providing novel evidence that lending rate caps can reduce capital misallocation in concentrated credit markets.
Financial Stimulus and Microfinance Institutions in Emerging Markets [PDF]
with Walter Cuba, Eduardo Díaz, and Elmer Sánchez
We quantify the role of microfinance institutions (MFIs) in shaping the allocation and aggregate impact of financial stimulus policies in emerging markets. To do so, we study a huge program of loan guarantees implemented in Peru during the last recession and estimate the response of small businesses. We find that the program expanded credit supply and improved small firm performance with substantial heterogeneous effects. A 10 percent increase in credit supply led to a 5 percentage points decline in delinquency rates among smaller firms, and only 1 percentage point among bigger borrowers. While MFIs distributed 50 percent of their guarantees to smaller borrowers, traditional banks distributed only 20 percent of their guarantees to these firms. We build a stylized model where MFIs and traditional banks face poaching threats and attend heterogeneous firms. Our calibrated model indicates that, by orienting the allocation of guarantees towards smaller borrowers, MFIs reduced the aggregate share of non-performing loans in 30 percent relative to a counterfactual scenario where only traditional banks distribute guarantees.
Work in Progress
Financial Innovation, Labor Markets, and Wage Inequality: Evidence from Instant Payment Systems
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.
The Trade Channel of Macroprudential Policies: Evidence from Spain's Export and Import Partners
with Maria Alejandra Amado and Jose E. Gutierrez
The Financing Channel of Gains From Trade
with Chenzi Xu and Adrien Matray
Pension Funds, Economic Growth, and Limits in Foreign Investment
with Francisco Cabezón