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Syndicated Lending Relationships, Information Asymmetry, and Market Making in the Secondary Loan Market

Journal of Accounting Research 2025 63(5), 1761-1807 open access
ABSTRACT This paper investigates why commercial lenders make markets for the loans that they sell on the secondary market. Using loan‐level data, I find that origination lenders with extensive borrower relationships and more reputational capital at stake are more likely to serve as market makers. Greater participation of origination lenders as market makers is associated with lower trading costs for their borrowers' loans. This association remains even in conditions where origination lenders could exploit their information advantage for market making profits. Lenders benefit from being market makers by maintaining strong subsequent lending relationships with their borrowers. Collectively, this evidence is consistent with origination lenders' participation in the secondary market being motivated by reducing trading frictions rather than market making profits.

Contracting in the Dark: The rise of public-side lenders in the syndicated loan market

Journal of Accounting and Economics 2023 76(1), 101586
We document a novel trend in syndicated lending where some participants voluntarily waive their rights to borrowers' private information. We posit that “public-side” lending emerged to facilitate broad lender participation in the syndicated loan market by mitigating concerns about the leakage of borrowers' private information into public securities markets. In line with this proposition, we find that public-side lending facilitates the loan market participation of lenders for which maintaining robust information barriers is particularly costly. Furthermore, while public-side lending increases within-syndicate information asymmetry, our findings indicate that it does not materially increase interest spreads and is associated with lower coordination costs among syndicate participants. Collectively, we document how debt contracting practices evolved to address frictions associated with the protection of borrowers’ private information and the related changes in loan contracting equilibria.

Does Recognition versus Disclosure Affect Debt Contracting? Evidence from SFAS 158

The Accounting Review 2024 99(1), 163-190
ABSTRACT We study whether recognition versus disclosure affects debt contracting using SFAS 158 as a setting. Upon recognition of previously disclosed pension liabilities, we find that debt contracts of firms that have high pension underfunding contain relatively more covenants based on the balance sheet and a lower cost of debt. Additional analysis suggests that improved reliability of recognized information is a likely mechanism for these findings. We also document that recognition did not affect the credit risk of the borrower or the use of income statement–based covenants that were unaffected by the accounting standard change. Collectively, our evidence suggests that recognition of previously disclosed accounting information can facilitate the incorporation of that information into lenders’ screening and monitoring. Data Availability: Data used in this study are available from public sources identified in the study.

Financial Statement Complexity and Bank Lending

The Accounting Review 2022 97(3), 155-178
ABSTRACT Recent evidence suggests that investors struggle to process complex financial disclosures. Relative to equity and public debt investors, banks have unique advantages in acquiring information and can impose contractual terms to mitigate information frictions. We investigate whether financial statement complexity is associated with firms' reliance on bank financing and the terms of bank loans. We focus on two aspects of complexity: the length of financial reports and the complexity of financial reporting rules. We document that both aspects of complexity are positively associated with firms' reliance on bank financing (i.e., level of debt and new financing). This result is consistent with banks' superior information processing capabilities. Next, we document that banks ameliorate information frictions using loan contractual terms that depend on the source of complexity. Overall, banks are an attractive source of financing for firms with complex disclosures, but banks also increase screening and monitoring for relatively complex borrowers. Data Availability: Data used in this study are available from public sources identified in the study. JEL Classifications: M41; G14; G21; G32; D82.