The Journal of Law and Economics · 2018 · 28 citations · 28 references
BusinessFinanceBankingEconometricsFinancial EconomicsBankruptcyCredit RiskFinancial DistressCausal Effect IdentificationDebt Relief MeasurementExogenous ShocksLoan Performance MeasurementLoan Performance ModelingLoan WaiversPanel Regression Discontinuity DesignWaiver Thresholds
Using unique borrower-level data, we study the causal effect of debt relief on the loan performance of distressed and nondistressed borrowers. We employ a regression discontinuity design that exploits exogenous cutoff dates underlying the 2008 Indian debt waiver program to separate defaulters on loans into beneficiaries and nonbeneficiaries of waivers. By identifying distress before the waiver program using exogenous borrower-level shocks, we examine performance on loans originated after the waiver program. Loan performance of nondistressed beneficiaries worsens, while that of distressed borrowers improves. While existing studies aggregate the effects of debt relief across distressed and nondistressed borrowers, we highlight crucial differences between them.
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American Economic Review · 2012 · 6.8K citations
Regression discontinuity designs: A guide to practice
Guido W. Imbens, Thomas Lemieux · Journal of Econometrics · 2007 · 3.8K citations
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Andrew F. Newman · Journal of Political Economy · 1993 · 3.1K citations