This paper documents that racial differences in credit distribution during a general mortgage credit expansion can lead to unintended negative consequences on crime. Exploiting a federal mortgage market deregulation, we find a significant increase in mortgage approval to white borrowers, while...

What is the impact of credit conditions on family interactions and children’s human capital development? We discover that regulatory reforms that ease credit conditions are associated with (1) increases in labor demand and the employment of mothers from low-income families, (2) decreases in...

Using bank administrative data on entrepreneurs’ personal and business activities, we show that an entrepreneur’s personal behaviors, which are revealed from personal consumption, finance, and credit activities, can well predict the future credit outcome of her business. Utilizing advanced...

Using proprietary loan screening data, we document that loan officers engage in “attention discrimination”: they exert less effort reviewing ex-ante disadvantage applicants, leading to higher rejection rates than otherwise justified by those applicants’ credit quality. Attention...

Why did banks experience massive deposit inflows during the first months of the pandemic? Using weekly branch-level data on interest rates and county-level data on COVID-19 cases, we discover that interest rates at bank branches in counties with higher COVID-19 infection rates fell by more than...

We study the relationship between banks' IT capabilities and their ability to serve customers during the demand shock for digital banking services generated by the COVID-19 pandemic. Amid mobility restrictions, banks with better IT experience larger reductions in physical branch visits and...

We study how consumers trade off digital versus in-person banking services and how consumer demand impacts bank technology choices. We use the COVID-19 pandemic as a laboratory, where pandemic risk raised the cost of in-person bank services. After the cost of in-person banking rises, customers,...

What is the impact of regulatory reforms that enhance credit market efficiency on children’s human capital? Using a parent-child panel dataset, we find that such reforms reduced children’s academic performance in low-income families. Consistent with the view that financial development...

What is the impact of regulatory reforms that enhance credit market efficiency on children's human capital? Using a parent-child panel dataset, we find that such reforms reduced children's academic performance in low-income families. Consistent with the view that financial development entices...

In light of the human suffering and economic costs associated with mental illness, we provide the first assessment of whether local credit conditions shape the incidence of mental depression. Using several empirical strategies, we discover that bank regulatory reforms that improved local credit...