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Do Syndicated Loan Borrowers Trade-Off Real Activities Manipulation with Accrual-Based Earnings Management?

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  • Dina El Mahdy

    (Earl G. Graves School of Business and Management, Morgan State University, Baltimore, MD 21218, USA)

Abstract

This study investigates how managers choose between alternative earnings management mechanisms among syndicated loan borrowers. Specifically, it examines the trade-off between accrual-based earnings management (AEM) and real activities manipulation (RAM) during the period leading up to syndicated loan origination. The study also explores whether lender monitoring mechanisms influence subsequent earnings management behavior. The syndicated loan market, positioned between the private and public fixed income markets, offers a distinctive context for analyzing these strategic decisions. Using a propensity score-matched sample of syndicated and bilateral loans issued between 1989 and 2005, the study finds that firms obtaining syndicated loans are more likely to engage in earnings manipulation beforehand, relying more heavily on AEM than on RAM. Further analysis reveals that monitoring mechanisms—such as lender reputation, the number of syndicate members, loan size, and loan maturity—are significantly associated with future changes in AEM but show a weaker relationship with changes in RAM.

Suggested Citation

  • Dina El Mahdy, 2025. "Do Syndicated Loan Borrowers Trade-Off Real Activities Manipulation with Accrual-Based Earnings Management?," JRFM, MDPI, vol. 18(6), pages 1-28, June.
    • Handle: RePEc:gam:jjrfmx:v:18:y:2025:i:6:p:327-:d:1679711
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    References listed on IDEAS

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    1. Yixin Liu & Yixi Ning & Wallace N. Davidson III, 2010. "Earnings Management Surrounding New Debt Issues," The Financial Review, Eastern Finance Association, vol. 45(3), pages 659-681, August.
    2. Wittenberg-Moerman, Regina, 2008. "The role of information asymmetry and financial reporting quality in debt trading: Evidence from the secondary loan market," Journal of Accounting and Economics, Elsevier, vol. 46(2-3), pages 240-260, December.
    3. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    4. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    5. Katherine A. Gunny, 2010. "The Relation Between Earnings Management Using Real Activities Manipulation and Future Performance: Evidence from Meeting Earnings Benchmarks," Contemporary Accounting Research, John Wiley & Sons, vol. 27(3), pages 855-888, September.
    6. Ge, Wenxia & Kim, Jeong-Bon, 2014. "Real earnings management and the cost of new corporate bonds," Journal of Business Research, Elsevier, vol. 67(4), pages 641-647.
    7. DeFond, Mark L. & Jiambalvo, James, 1994. "Debt covenant violation and manipulation of accruals," Journal of Accounting and Economics, Elsevier, vol. 17(1-2), pages 145-176, January.
    8. Rajan, Raghuram & Winton, Andrew, 1995. "Covenants and Collateral as Incentives to Monitor," Journal of Finance, American Finance Association, vol. 50(4), pages 1113-1146, September.
    9. Tim R. Adam & Valentin Burg & Tobias Scheinert & Daniel Streitz, 2020. "Managerial Biases and Debt Contract Design: The Case of Syndicated Loans," Management Science, INFORMS, vol. 66(1), pages 352-375, January.
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