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Contagious Effects of a Political Intervention in Debt Contracts: Evidence Using Loan-Level Data

Review of Financial Studies 2018 31(11), 4556-4592
Using an unexpected government regulation that restricted the ability of micro-finance institutions to recover loans in one Indian state, we examine whether this intervention impacted bank loan performance. The bank loan delinquency rate increased significantly as a result. In response, the ex-post bank credit supply declined by more than half. For identification, we compare loans from branches located in regions subject to this intervention with loans from nearby branches of the same bank located in regions not subject to the intervention. We conclude that political interventions in credit markets could have significant spillover effects.

What Drives Racial and Ethnic Differences in High-Cost Mortgages? The Role of High-Risk Lenders

Review of Financial Studies 2018 31(1), 175-205
This paper examines racial and ethnic differences in high-cost mortgage lending in seven diverse metropolitan areas from 2004 to 2007. Controlling for credit score and other risk factors, AfricanAmerican and Hispanic borrowers are 103% and 78% more likely to receive high-cost mortgages for home purchases. Alarge part of the increase is attributable to sorting across lenders (55%-65%), and this, in turn, can be largely accounted for by the lender’s ex post foreclosure risk. The remaining within-lender differences are also concentrated in high-risk lenders, revealing the central role of these institutions in explaining market-wide racial and ethnic differences.

Industry Tournament Incentives

Review of Financial Studies 2018 31(4), 1418-1459
We empirically assess industry tournament incentives for CEOs, as measured by the compensation gap between a CEO at one firm and the highest-paid CEO among similar (industry, size) firms. We find that firm performance, firm risk, and the riskiness of firm investment and financial policies are positively associated with the external industry pay gap. The industry tournament effects are stronger when industry, firm, and executive characteristics indicate high CEO mobility and a higher probability of the aspirant executive winning.

Getting the Incentives Right: Backfilling and Biases in Executive Compensation Data

Review of Financial Studies 2018 31(4), 1460-1498
We document that backfilling in the ExecuComp database introduces a data-conditioning bias that can affect inferences and make replicating previous work difficult. Although backfilling can be advantageous due to greater data coverage, if not addressed, the oversampling of firms with strong managerial incentives and higher subsequent returns leads to a significant upward bias in abnormal compensation, pay-for-performance sensitivity, and the magnitudes of several previously established relations. The bias also can lead to one misinterpreting the appropriate functional form of a relation and whether the data support one compensation theory over another. We offer methods to address this issue.

What Drives Racial and Ethnic Differences in High-Cost Mortgages? The Role of High-Risk Lenders

Review of Financial Studies 2018 31(1), 175-205 open access
This paper examines racial and ethnic differences in high-cost mortgage lending in seven diverse metropolitan areas from 2004 to 2007. Controlling for credit score and other risk factors, African American and Hispanic borrowers are 103% and 78% more likely to receive high-cost mortgages for home purchases. A large part of the increase is attributable to sorting across lenders (55%-65%), and this, in turn, can be largely accounted for by the lender’s ex post foreclosure risk. The remaining within-lender differences are also concentrated in high-risk lenders, revealing the central role of these institutions in explaining market-wide racial and ethnic differences. Received December, 17 2014; editorial decision January 20, 2017 by Editor Philip Strahan.

Getting the Incentives Right: Backfilling and Biases in Executive Compensation Data

Review of Financial Studies 2018 31(4), 1460-1498
We document that backfilling in the ExecuComp database introduces a data-conditioning bias that can affect inferences and make replicating previous work difficult. Although backfilling can be advantageous due to greater data coverage, if not addressed, the oversampling of firms with strong managerial incentives and higher subsequent returns leads to a significant upward bias in abnormal compensation, pay-for-performance sensitivity, and the magnitudes of several previously established relations. The bias also can lead to one misinterpreting the appropriate functional form of a relation and whether the data support one compensation theory over another. We offer methods to address this issue. Received May 12, 2014; editorial decision May 10, 2016 by Editor David Hirshleifer.

Industry Tournament Incentives

Review of Financial Studies 2018 31(4), 1418-1459 open access
We empirically assess industry tournament incentives for CEOs, as measured by the compensation gap between a CEO at one firm and the highest-paid CEO among similar (industry, size) firms. We find that firm performance, firm risk, and the riskiness of firm investment and financial policies are positively associated with the external industry pay gap. The industry tournament effects are stronger when industry, firm, and executive characteristics indicate high CEO mobility and a higher probability of the aspirant executive winning. (