This paper examines the impact of competition on the investment behavior and outcomes of venture capital (VC) firms with differing reputations. Following the introduction of investor tax credit programs that increase competition, reputable VCs decrease the number and size of their investments....

We study how production networks adapt when natural disasters affect the reliability of a firm in the network. Affected firms extend more trade credit to their customers, especially if these customers are important and would be difficult to replace. The suppliers of affected firms appear to...

Using textual analysis of earnings conference calls, we quantify firm level risk arising from the reliability of the supply chain from 2002 to 2020. Our proxy for perceived supply chain risk exhibits cross-sectional and time-series variation that aligns with reasonable priors and is...

We study the relationship between the labor market for loan officers and access to credit in the residential mortgage market. Using novel data matching the (near) universe of mortgage applications to loan officers, we find that minorities are significantly underrepresented among mortgage loan...

We test for gender bias in promotions at financial institutions using two central predictions of Becker’s (1957, 1993) model: firms with bias will (1) raise the promotion bar for marginally promoted female workers, and (2) incur costs from forgoing efficient employment practices. We find...

Research shows that access to high-quality financial services varies with local income and wealth. We explore the extent to which financial firms’ internal labor allocation decisions contribute to these disparities. Using a near-comprehensive panel of over 350,000 U.S. mortgage loan officers,...