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Access to Collateral and Corporate Debt Structure: Evidence from a Natural Experiment

Journal of Finance 2013 68(3), 881-928
ABSTRACT We investigate how firms respond to strengthening of creditor rights by examining their financial decisions following a securitization reform in India. We find that the reform led to a reduction in secured debt, total debt, debt maturity, and asset growth, and an increase in liquidity hoarding by firms. Moreover, the effects are more pronounced for firms that have a higher proportion of tangible assets because these firms are more affected by the secured transactions law. These results suggest that strengthening of creditor rights introduces a liquidation bias and documents how firms alter their debt structures to contract around it.

Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis

Journal of Financial Economics 2010 97(3), 369-397
We examine whether securitization impacts renegotiation decisions of loan servicers, focusing on their decision to foreclose a delinquent loan. Conditional on a loan becoming seriously delinquent, we find a significantly lower foreclosure rate associated with bank-held loans when compared to similar securitized loans: across various specifications and origination vintages, the foreclosure rate of delinquent bank-held loans is 3% to 7% lower in absolute terms (13% to 32% in relative terms). There is a substantial heterogeneity in these effects with large effects among borrowers with better credit quality and small effects among lower quality borrowers. A quasi-experiment that exploits a plausibly exogenous variation in securitization status of a delinquent loan confirms these results.

Labor Protection and Leverage

Review of Financial Studies 2015 28(2), 561-591
This paper exploits intertemporal variations in employment protection across countries and finds that rigidities in labor markets are an important determinant of firms' capital structure decisions. Over the 1985–2007 period, we find that reforms increasing employment protection are associated with a 187 basis point reduction in leverage. We interpret this finding to suggest that employment protection increases operating leverage, crowding out financial leverage. This result does not appear to be due to pretreatment differences between treated and control firms, omitted variables, unobserved changes in regional economic conditions, and reverse causality. Heterogeneous treatment effects are consistent with our economic intuition.

How Law Affects Lending

Review of Financial Studies 2010 23(2), 549-580 open access
The paper explores how legal change affects lending behavior of banks in twelve transition economies of Central and Eastern Europe. In contrast to previous studies, we use bank level rather than aggregate data, which allows us to control for country level heterogeneity and analyze the effect of legal change on different types of lenders. Using a differences-in-differences methodology to analyze the within country variation of changes in creditor rights protection, we find that the credit supplied by banks increases subsequent to legal change. Further, we show that collateral law matters more for credit market development than bankruptcy law. We also show that entrants respond more strongly to legal change than incumbents. In particular, foreign-owned banks extend their lending volume substantially more than do domestic banks, be they private or state owned. The same holds when we use foreign greenfield banks as proxies for new entrants. These results are robust after controlling for a wide variety of possibilities.

How Law Affects Lending

Review of Financial Studies 2010 23(2), 549-580
[The paper investigates the effect of legal change on the lending behavior of banks in twelve transition economies. First, we find that banks increase the supply of credit subsequent to legal change. Second, changes in collateral law matter more for increases in bank lending than do changes in bankruptcy law. We attribute this finding to the different functions of collateral and bankruptcy law. While the former enhances the likelihood that individual creditors can realize their claims against a debtor, the latter ensures an orderly process for resolving multiple, and often conflicting, claims after a debtor has become insolvent. Finally, we find that foreign-owned banks respond more strongly to legal change than incumbents.]

Lender Screening and the Role of Securitization: Evidence from Prime and Subprime Mortgage Markets

Review of Financial Studies 2012 25(7), 2071-2108
[This article examines the link between mortgage securitization and lender screening during the boom and bust of the U.S. housing market. Using comprehensive data on both prime and subprime securitized and bank-held loans, we provide evidence that securitization affected lenders' screening decisions in the subprime market for low-documentation loans through two channels: the securitization rate and the time it takes to securitize a loan. The change in decision-making by subprime lenders occurs on dimensions that are unreported to investors. Examining the time-series evolution of the securitization market further reinforces these findings. We exploit heterogeneity across subprime and prime markets to illustrate that the potential for moral hazard may be reduced with greater collection of hard information and increased monitoring of lenders. Our results suggest that the policy debate regarding securitization and lenders' underwriting standards should separately evaluate the agency and non-agency markets, with special attention toward the extent of soft information in assets being securitized.]

Lender Screening and the Role of Securitization: Evidence from Prime and Subprime Mortgage Markets

Review of Financial Studies 2012 25(7), 2071-2108
This article examines the link between mortgage securitization and lender screening during the boom and bust of the U.S. housing market. Using comprehensive data on both prime and subprime securitized and bank-held loans, we provide evidence that securitization affected lenders' screening decisions in the subprime market for low-documentation loans through two channels: the securitization rate and the time it takes to securitize a loan. The change in decision-making by subprime lenders occurs on dimensions that are unreported to investors. Examining the time-series evolution of the securitization market further reinforces these findings. We exploit heterogeneity across subprime and prime markets to illustrate that the potential for moral hazard may be reduced with greater collection of hard information and increased monitoring of lenders. Our results suggest that the policy debate regarding securitization and lenders' underwriting standards should separately evaluate the agency and non-agency markets, with special attention toward the extent of soft information in assets being securitized.

The Limits of Model‐Based Regulation

Journal of Finance 2022 77(3), 1635-1684 open access
ABSTRACT Using loan‐level data from Germany, we investigate how the introduction of model‐based capital regulation affected banks' ability to absorb shocks. The objective of this regulation was to enhance financial stability by making capital requirements responsive to asset risk. Our evidence suggests that banks “optimized” model‐based regulation to lower their capital requirements. Banks systematically underreported risk, with underreporting more pronounced for banks with higher gains from it. Moreover, large banks benefitted from the regulation at the expense of smaller banks. Overall, our results suggest that sophisticated rules may have undesired effects if strategic misbehavior is difficult to detect.

Rent Seeking in Elite Networks

Journal of Political Economy 2018 126(4), 1638-1690
We employ a unique data set on members of an elite service club in Germany to investigate how social connections in elite networks affect the allocation of resources. Specifically, we investigate credit allocation decisions of banks to firms inside the network. Using a quasi-experimental research design, we document misallocation of bank credit inside the network, with bankers with weakly aligned incentives engaging most actively in crony lending. Our findings, thus, resonate with existing theories of elite networks as rent extractive coalitions that stifle economic prosperity.

How Organizational Hierarchy Affects Information Production

Review of Financial Studies 2019 32(2), 564-604 open access
Abstract We exploit a variation in organizational hierarchy induced by a reorganization plan implemented in roughly 2,000 bank branches in India. We do so to investigate how organizational hierarchy affects the allocation of credit. We find that increased hierarchization of a branch induces credit rationing, reduces loan performance, and generates standardization in loan contracts. Additionally, we find that hierarchical structures perform better in environments characterized by a high degree of corruption, highlighting the benefits of hierarchies in restraining rent-seeking activities. Overall, our results are consistent with the view that valuable information may be lost in hierarchical structures. Received May 4, 2018; editorial decision April 30, 2018 by Editor Itay Goldstein. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.