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Dushyantkumar Vyas

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Aug 2026

Benefits of Bank-Collateralized Loan Obligation Relationships: Evidence from Bankruptcy and Restructuring Outcomes of Collateralized Loan Obligation-Held Loans

Despite persistent academic and regulatory concerns, collateralized loan obligations (CLOs) have consistently demonstrated resiliency over the past two decades. We document that firms whose loans are acquired by CLOs are less likely to experience adverse credit events within 12 months of inclusion in the CLO portfolio, particularly when CLOs maintain institutional-level relationships with originating banks (through repeated transactions) or when individual-level relationships exist (as evidenced by personnel flows between originating banks and CLOs). The effects of these relationships are more pronounced when banks likely possess superior private information about borrowers. Furthermore, conditional upon filing for bankruptcy, borrowers whose loans are held by CLOs with institutional- or individual-level relationships are more likely to successfully reorganize under Chapter 11. Collectively, our findings highlight the dual information channels, both institutional and personnel based, that mitigate information frictions in the leveraged loan market. Data Availability: Data are available from commercial sources cited in the text. JEL Classifications: M41; G32; G34; G12.

Yupeng Lin, Dushyantkumar Vyas, Wanrong Xu · 0 citations
Open access Aug 2026

The Debt Market Role of Asset Valuation Uncertainty

We collect data on ranges of hypothetical asset liquidation values disclosed in U.S. Bankruptcy Court filings. We use this historical information to construct a firm-specific measure, “RecRisk,” which captures asset recovery risk through the uncertainty surrounding asset valuations in liquidation events. We document that higher RecRisk is associated with smaller syndicated loan amounts as a percentage of available collateral, more and tighter performance covenants, and increased loan spreads for borrowers with high credit risk. High RecRisk borrowers also experience lower secondary loan market prices and reduced liquidity for loans with high credit risk. When borrowers become financially distressed, high RecRisk is further associated with declining loan prices and reduced ownership by Collateralized Loan Obligations, the dominant investors in the leveraged loan market. Overall, our results indicate that loan contract terms and prices reflect recovery risk faced by lenders. Data Availability: Data are available from the sources cited in the text. The authors can provide the RecRisk measure at the firm-year level upon request. JEL Classifications: M41; G32; G34; G12; G21; G33.

Aleksander A. Aleszczyk, F. Vasvari, Dushyantkumar Vyas · 0 citations