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...

This paper compares two alternative strategies, paid-in risk capital and insurance, which firms use to financially manage a catastrophic risk. The paper first presents a reminder that in the traditional cost of capital model, neither strategy can improve shareholder wealth by reducing a firm’s...

We develop a novel firm-level measure of cybersecurity risk using textual analysis of cybersecurity-risk disclosures in corporate filings. The measure successfully identifies firms extensively discussing cybersecurity risk in their 10-K, displays intuitive relations with quantitative measures of...

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...

Research has shown that firms with overconfident chief executive officers (CEOs) tend to overinvest and are exposed to high risks due to unrealistically optimistic estimates of their firms’ future performance. This study finds evidence that overconfident CEOs also affect suppliers’ risk...

A risk factor linked to aggregate equity issuance conditions explains the empirical performance of investment factors based on the asset growth anomaly of Cooper, Gulen, and Schill (2008). This new risk factor, dubbed equity financing risk (EFR) factor, subsumes investment factors in leading...

The main objective of this study is to determine a lease agreement to finance an investment project and a solution for managing credit risk. This study investigates three types of contingent leases to reduce the costs associated with bankruptcy and compensate for the lessor's position. A leasing...

Bug bounty program is a business activity in which firms invite white-hat hackers around the world to identify vulnerabilities in their cyber systems. The paper proposes a model to quantify the normal cybersecurity spending with respect to the importance of information systems. An upper limit of...

We propose and model that firms face two potential defaults: Financial default on their debt obligations and operational default such as a failure to deliver on obligations to customers. Hence, firms with limitations on outside financing substitute between saving cash for financial hedging to...

Enterprise Risk Management (ERM) is a program that manages all firm risks in an integrated framework. In this study, we provide the first empirical evidence of how ERM affects firms’ day-to-day operations. Using hand-collected ERM data and inventory information, we examine whether ERM adoption...