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The Impact of Financial Covenants in Private Loan Contracts on Classification Shifting

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  • Yun Fan

    (College of Business, University of Texas at Arlington, Arlington, Texas 76010)

  • Wayne B. Thomas

    (John T. Steed School of Accounting, Michael F. Price College of Business, University of Oklahoma, Norman, Oklahoma 73019)

  • Xiaoou Yu

    (Institute for Financial and Accounting Studies, Xiamen University, 361000 Xiamen, China)

Abstract

This study examines whether firms with private loan contracts that contain debt covenants based on earnings before interest, taxes, depreciation, and amortization (EBITDA) are more likely to misclassify core expenses as special items (i.e., classification shift). Misclassifying core expenses as income-decreasing special items allows the firm to increase EBITDA and thereby potentially avoid debt covenant violations. Consistent with our expectation, firms misclassify core expenses as special items when at least one EBITDA-related financial covenant is close to being violated. In addition, classification shifting is more prominent when financially distressed firms are close to violating at least one EBITDA-related covenant. Whereas prior research on classification shifting focuses primarily on equity market incentives (e.g., meeting analysts’ earnings forecasts), our study extends this research to private loan contracts to highlight that creditors also affect classification shifting. Classification shifting appears to be an additional earnings management technique used by managers to avoid debt covenant violations.

Suggested Citation

  • Yun Fan & Wayne B. Thomas & Xiaoou Yu, 2019. "The Impact of Financial Covenants in Private Loan Contracts on Classification Shifting," Management Science, INFORMS, vol. 65(8), pages 3637-3653, August.
  • Handle: RePEc:inm:ormnsc:v:65:y:2019:i:8:p:3637-3653
    DOI: 10.1287/mnsc.2018.3110
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    Cited by:

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    2. Zalata, Alaa Mansour & Abdelfattah, Tarek, 2021. "Non-executive female directors and earnings management using classification shifting," Journal of Business Research, Elsevier, vol. 134(C), pages 301-315.
    3. Manish Bansal, 2024. "Unpacking the drivers of earnings management in CSR firms: influence of investor risk perception," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 21(1), pages 127-142, March.
    4. Jeffrey Pittman & Yuping Zhao, 2020. "Debt Covenant Restriction, Financial Misreporting, and Auditor Monitoring," Contemporary Accounting Research, John Wiley & Sons, vol. 37(4), pages 2145-2185, December.
    5. Anagnostopoulou, Seraina C. & Gounopoulos, Dimitrios & Malikov, Kamran & Pham, Hang, 2021. "Earnings management by classification shifting and IPO survival," Journal of Corporate Finance, Elsevier, vol. 66(C).
    6. Manish Bansal, 2024. "Do shifting practices vary across the firm life cycle?," Australian Journal of Management, Australian School of Business, vol. 49(2), pages 142-169, May.
    7. Bansal, Manish & Kumar, Ashish & Bhattacharyya, Asit & Bashir, Hajam Abid, 2023. "Predictors of revenue shifting and expense shifting: Evidence from an emerging economy," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(1).
    8. Junwei Lu & Xiaoxia Bu & Jing Chen, 2021. "Do inflowing sophisticated investors induce classification shifting? New evidence from market liberalisation in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(5), pages 6193-6223, December.
    9. Kalyani Mulchandani & Ketan Mulchandani, 2022. "Does institutional ownership limit classification shifting: evidence from Indian firms," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 19(4), pages 466-477, December.
    10. Miguel Faria-e-Castro & Radhakrishnan Gopalan & Avantika Pal & Juan M. Sanchez & Vijay Yerramilli, 2022. "EBITDA Add-backs in Debt Contracting: A Step Too Far?," Working Papers 2022-029, Federal Reserve Bank of St. Louis.
    11. Xiaotao (Kelvin) Liu & Biyu Wu, 2021. "Do IPO Firms Misclassify Expenses? Implications for IPO Price Formation and Post-IPO Stock Performance," Management Science, INFORMS, vol. 67(7), pages 4505-4531, July.

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