Using the near universe of online job postings from 2007 to 2019, we construct a firm-level metric of local labor market competition. We find that firms hiring in more competitive labor markets tend to have lower financial leverage. To establish causality, we exploit the establishment of Amazon...

Syndicated loan offerings exhibit U-shaped underpricing. We develop a model of loan underwriting that incorporates the lead bank's loan retention to explain this phenomenon. The bank partially adjusts the offer price for “hot” loans with strong demand, resulting in underpricing to induce...

This paper examines how credit risk spillovers affect corporate financial flexibility. We construct separate empirical proxies to disentangle the two channels of credit risk spillovers—credit risk contagion (CRC), where one firm's default increases the distress likelihood of another; and...

The relation between product-market competition and voluntary corporate disclosure is fundamental, but empirical evidence of this relation has been mixed. One reason for the mixed evidence could be that both competition and disclosure are multidimensional. In this study we introduce a...