This paper studies how mandating employers to provide health insurance of a minimum quality and the associated increases in health insurance premia affect firm employment and performance. To do so, we use hand-collected firm-level employee health insurance data. We find that employers with...

This paper demonstrates the financial and real consequences of customer satisfaction using a novel and comprehensive Yelp dataset. I show that Yelp ratings are significant indicators of business outcomes in a regression discontinuity design setting. A one-half star increase in Yelp ratings leads...

We examine the effect of labor mobility on venture capital (VC) investment. Following the staggered adoption of the inevitable disclosure doctrine that restricts labor mobility, VCs are less likely to invest in affected states. This effect is more pronounced when human capital is more important...

This paper demonstrates the tacit benefits that accrue to both politicians and the firms to which they are connected through stock ownership. Specifically, we show strong evidence that politicians use private information and political favors for financial gains from stock investments in their...

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...

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....

Using textual analysis of earnings conference calls, we quantify firms' supply chain risk and its sources. Our proxy for supply chain risk exhibits large cross-sectional and time-series variation that aligns with reasonable priors and is unprecedently high during the Covid-19 pandemic. In...

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...