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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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    1. Robert M. Bowen & Shivaram Rajgopal & Mohan Venkatachalam, 2008. "Accounting Discretion, Corporate Governance, and Firm Performance," Contemporary Accounting Research, John Wiley & Sons, vol. 25(2), pages 351-405, June.
    2. Demerjian, Peter R. & Owens, Edward L., 2016. "Measuring the probability of financial covenant violation in private debt contracts," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 433-447.
    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. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    5. Yun Fan & Xiaotao (Kelvin) Liu, 2017. "Misclassifying Core Expenses as Special Items: Cost of Goods Sold or Selling, General, and Administrative Expenses?," Contemporary Accounting Research, John Wiley & Sons, vol. 34(1), pages 400-426, March.
    6. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    7. Vasiliki Athanasakou & Norman C. Strong & Martin Walker, 2011. "The Market Reward for Achieving Analyst Earnings Expectations: Does Managing Expectations or Earnings Matter?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(1-2), pages 58-94, January.
    8. Sweeney, Amy Patricia, 1994. "Debt-covenant violations and managers' accounting responses," Journal of Accounting and Economics, Elsevier, vol. 17(3), pages 281-308, May.
    9. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    10. Holthausen, Robert W. & Leftwich, Richard W., 1983. "The economic consequences of accounting choice implications of costly contracting and monitoring," Journal of Accounting and Economics, Elsevier, vol. 5(1), pages 77-117, April.
    11. Nini, Greg & Smith, David C. & Sufi, Amir, 2009. "Creditor control rights and firm investment policy," Journal of Financial Economics, Elsevier, vol. 92(3), pages 400-420, June.
    12. Ron Kasznik & Maureen F. McNichols, 2002. "Does Meeting Earnings Expectations Matter? Evidence from Analyst Forecast Revisions and Share Prices," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 727-759, June.
    13. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    14. Cem Demiroglu & Christopher M. James, 2010. "The Information Content of Bank Loan Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3700-3737, October.
    15. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    16. Lipe, Rc, 1986. "The Information Contained In The Components Of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 24, pages 37-64.
    17. Gu, Zhaoyang & Chen, Ting, 2004. "Analysts' treatment of nonrecurring items in street earnings," Journal of Accounting and Economics, Elsevier, vol. 38(1), pages 129-170, December.
    18. David Burgstahler & James Jiambalvo & Terry Shevlin, 2002. "Do Stock Prices Fully Reflect the Implications of Special Items for Future Earnings?," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 585-612, June.
    19. John L. Abernathy & Brooke Beyer & Eric T. Rapley, 2014. "Earnings Management Constraints and Classification Shifting," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(5-6), pages 600-626, June.
    20. Ilia D. Dichev & Douglas J. Skinner, 2002. "Large–Sample Evidence on the Debt Covenant Hypothesis," Journal of Accounting Research, Wiley Blackwell, vol. 40(4), pages 1091-1123, September.
    21. 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.
    22. Mark T. Bradshaw & Richard G. Sloan, 2002. "GAAP versus The Street: An Empirical Assessment of Two Alternative Definitions of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 41-66, March.
    23. Amir Sufi, 2009. "Bank Lines of Credit in Corporate Finance: An Empirical Analysis," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1057-1088, March.
    24. Amir Sufi, 2009. "Bank Lines of Credit in Corporate Finance: An Empirical Analysis," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1057-1088.
    25. Yu Gao & Mozaffar Khan & Liang Tan, 2017. "Further Evidence on Consequences of Debt Covenant Violations," Contemporary Accounting Research, John Wiley & Sons, vol. 34(3), pages 1489-1521, September.
    26. Greg Nini & David C. Smith & Amir Sufi, 2012. "Creditor Control Rights, Corporate Governance, and Firm Value," Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1713-1761.
    27. Bradshaw, Mark T. & Richardson, Scott A. & Sloan, Richard G., 2006. "The relation between corporate financing activities, analysts' forecasts and stock returns," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 53-85, October.
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    Cited by:

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    3. 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.
    4. 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).
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    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.

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