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The Covid-19 outbreak, corporate financial distress and earnings management

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  • Aljughaiman, Abdullah A.
  • Nguyen, Tam Huy
  • Trinh, Vu Quang
  • Du, Anqi

Abstract

This study explores the association between the Covid-19 outbreak, corporate financial distress and earnings management practices in China. We investigate whether firms took advantage of the downturn in economic conditions during the pandemic to adjust their earnings using different earnings management techniques. Utilising a sample of 1832 listed firms and underlying theoretical frameworks (i.e., positive accounting and signalling theory), we find that firms were more inclined to manage earnings during the pandemic period. They favoured using the accrual-based rather than the real activity-based earnings management technique. We also find that firms engaged more in income-increasing practices in the shadow of the outbreak. In addition, our results further demonstrate that financially distressed firms were involved in earnings management, particularly accrual-based earnings management. However, compared to privately-owned firms, state-owned enterprises seem to be involved less in earnings management during the Covid-19 pandemic. Findings from this study raise some concerns for policymakers about the credibility of financial reporting information during Covid-19.

Suggested Citation

  • Aljughaiman, Abdullah A. & Nguyen, Tam Huy & Trinh, Vu Quang & Du, Anqi, 2023. "The Covid-19 outbreak, corporate financial distress and earnings management," International Review of Financial Analysis, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:finana:v:88:y:2023:i:c:s1057521923001916
    DOI: 10.1016/j.irfa.2023.102675
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    as
    1. Petroni, Kathy Ruby, 1992. "Optimistic reporting in the property- casualty insurance industry," Journal of Accounting and Economics, Elsevier, vol. 15(4), pages 485-508, December.
    2. Kjærland, Frode & Kosberg, Fredrik & Misje, Mathias, 2021. "Accrual earnings management in response to an oil price shock," Journal of Commodity Markets, Elsevier, vol. 22(C).
    3. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. "Do Managerial Objectives Drive Bad Acquisitions?," Journal of Finance, American Finance Association, vol. 45(1), pages 31-48, March.
    4. Khaldoon Albitar & Ali Meftah Gerged & Hassan Kikhia & Khaled Hussainey, 2020. "Auditing in times of social distancing: the effect of COVID-19 on auditing quality," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 29(1), pages 169-178, September.
    5. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    6. Press, Eric G. & Weintrop, Joseph B., 1990. "Accounting-based constraints in public and private debt agreements : Their association with leverage and impact on accounting choice," Journal of Accounting and Economics, Elsevier, vol. 12(1-3), pages 65-95, January.
    7. Yuan Ding & Hua Zhang & Junxi Zhang, 2007. "Private vs State Ownership and Earnings Management: evidence from Chinese listed companies," Corporate Governance: An International Review, Wiley Blackwell, vol. 15(2), pages 223-238, March.
    8. Guoping Liu & Jerry Sun, 2022. "The impact of COVID-19 pandemic on earnings management and the value relevance of earnings: US evidence," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 37(7), pages 850-868, February.
    9. Zeineb Barka & Taher Hamza, 2020. "The effect of large controlling shareholders on equity prices in France: monitoring or entrenchment?," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 24(3), pages 769-798, September.
    10. Choi, Jong-Hag & Kim, Jeong-Bon & Lee, Jay Junghun, 2011. "Value relevance of discretionary accruals in the Asian financial crisis of 1997-1998," Journal of Accounting and Public Policy, Elsevier, vol. 30(2), pages 166-187, March.
    11. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    12. Mao, Yaping & Renneboog, Luc, 2015. "Do managers manipulate earnings prior to management buyouts?," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 43-61.
    13. Collins, Jh & Shackelford, Da & Wahlen, Jm, 1995. "Bank Differences In The Coordination Of Regulatory Capital, Earnings, And Taxes," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 263-291.
    14. Riccardo Cimini, 2015. "How has the financial crisis affected earnings management? A European study," Applied Economics, Taylor & Francis Journals, vol. 47(3), pages 302-317, January.
    15. Gilson, Stuart C., 1989. "Management turnover and financial distress," Journal of Financial Economics, Elsevier, vol. 25(2), pages 241-262, December.
    16. Tami Dinh & Helen Kang & Wolfgang Schultze, 2016. "Capitalizing Research & Development: Signaling or Earnings Management?," European Accounting Review, Taylor & Francis Journals, vol. 25(2), pages 373-401, June.
    17. Ozili, Peterson & Arun, Thankom, 2020. "Spillover of COVID-19: Impact on the Global Economy," MPRA Paper 99317, University Library of Munich, Germany.
    18. Nattawoot Koowattanatianchai, 2018. "The extent to which earnings are manipulated in the construction sector of the Stock Exchange of Thailand and its exogenous macroeconomic factors," Proceedings of Economics and Finance Conferences 7208468, International Institute of Social and Economic Sciences.
    19. Bozzolan, Saverio & Fabrizi, Michele & Mallin, Christine A. & Michelon, Giovanna, 2015. "Corporate Social Responsibility and Earnings Quality: International Evidence," The International Journal of Accounting, Elsevier, vol. 50(4), pages 361-396.
    20. repec:eme:maj000:maj-05-2021-3149 is not listed on IDEAS
    21. David F. Larcker & Scott A. Richardson, 2004. "Fees Paid to Audit Firms, Accrual Choices, and Corporate Governance," Journal of Accounting Research, Wiley Blackwell, vol. 42(3), pages 625-658, June.
    22. Hanwen Chen & Siyi Liu & Xin Liu & Jiani Wang, 2022. "Opportunistic timing of management earnings forecasts during the COVID‐19 crisis in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1495-1533, April.
    23. Liu, Qiao & Lu, Zhou (Joe), 2007. "Corporate governance and earnings management in the Chinese listed companies: A tunneling perspective," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 881-906, December.
    24. Iatridis, George & Kadorinis, George, 2009. "Earnings management and firm financial motives: A financial investigation of UK listed firms," International Review of Financial Analysis, Elsevier, vol. 18(4), pages 164-173, September.
    25. Connie L. Becker & Mark L. Defond & James Jiambalvo & K.R. Subramanyam, 1998. "The Effect of Audit Quality on Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 15(1), pages 1-24, March.
    26. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    27. Gaver, Jennifer J. & Gaver, Kenneth M. & Austin, Jeffrey R., 1995. "Additional evidence on bonus plans and income management," Journal of Accounting and Economics, Elsevier, vol. 19(1), pages 3-28, February.
    28. Jeong†Bon Kim & Richard Chung & Michael Firth, 2003. "Auditor Conservatism, Asymmetric Monitoring, and Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 20(2), pages 323-359, June.
    29. Mao, Yaping & Renneboog, Luc, 2015. "Do managers manipulate earnings prior to management buyouts?," Other publications TiSEM a149f02c-c03f-438d-b71a-b, Tilburg University, School of Economics and Management.
    30. Patrick Bolton & José Scheinkman & Wei Xiong, 2006. "Executive Compensation and Short-Termist Behaviour in Speculative Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 577-610.
    31. Catherine Heyjung Sonu & Hyejin Ahn & Ahrum Choi, 2017. "Audit fee pressure and audit risk: evidence from the financial crisis of 2008," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 24(1-2), pages 127-144, April.
    32. Arnold, Patricia J., 2009. "Global financial crisis: The challenge to accounting research," Accounting, Organizations and Society, Elsevier, vol. 34(6-7), pages 803-809, August.
    33. 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.
    34. Martin Walker, 2013. "How far can we trust earnings numbers? What research tells us about earnings management," Accounting and Business Research, Taylor & Francis Journals, vol. 43(4), pages 445-481, August.
    35. Othman, Hakim Ben & Zeghal, Daniel, 2006. "A study of earnings-management motives in the Anglo-American and Euro-Continental accounting models: The Canadian and French cases," The International Journal of Accounting, Elsevier, vol. 41(4), pages 406-435, 012.
    36. Mouna Ben rejeb attia & Houda Sassi & Naima Lassoued, 2013. "Signaling over income smoothing and IFRS adoption by banks: a panel data analysis on MENA countries," Economics Bulletin, AccessEcon, vol. 33(3), pages 2340-2356.
    37. Norman Saleh & Kamran Ahmed, 2005. "Earnings management of distressed firms during debt renegotiation," Accounting and Business Research, Taylor & Francis Journals, vol. 35(1), pages 69-86.
    38. Bergstresser, Daniel & Philippon, Thomas, 2006. "CEO incentives and earnings management," Journal of Financial Economics, Elsevier, vol. 80(3), pages 511-529, June.
    39. Martin Bugeja & David Gallagher, 2015. "The impact of target firm financial distress in Australian takeovers," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 55(2), pages 361-396, June.
    40. Heba Ali & Hala M.G. Amin & Diana Mostafa & Ehab K.A. Mohamed, 2022. "Earnings management and investor protection during the COVID-19 pandemic: evidence from G-12 countries," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 37(7), pages 775-797, January.
    41. Kuo, Jing-Ming & Ning, Lutao & Song, Xiaoqi, 2014. "The Real and Accrual-based Earnings Management Behaviors: Evidence from the Split Share Structure Reform in China," The International Journal of Accounting, Elsevier, vol. 49(1), pages 101-136.
    42. Sweeney, Amy Patricia, 1994. "Debt-covenant violations and managers' accounting responses," Journal of Accounting and Economics, Elsevier, vol. 17(3), pages 281-308, May.
    43. repec:eme:maj000:maj-07-2021-3232 is not listed on IDEAS
    44. Naima Lassoued, 2021. "Capital structure and earnings quality in microfinance institutions," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 18(2), pages 240-260, March.
    45. Li, Yuanhui & Li, Xiao & Xiang, Erwei & Geri Djajadikerta, Hadrian, 2020. "Financial distress, internal control, and earnings management: Evidence from China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(3).
    46. Rebecca L. Rosner, 2003. "Earnings Manipulation in Failing Firms," Contemporary Accounting Research, John Wiley & Sons, vol. 20(2), pages 361-408, June.
    47. Leuz, Christian & Nanda, Dhananjay & Wysocki, Peter D., 2003. "Earnings management and investor protection: an international comparison," Journal of Financial Economics, Elsevier, vol. 69(3), pages 505-527, September.
    48. Yung, Kenneth & Root, Andrew, 2019. "Policy uncertainty and earnings management: International evidence," Journal of Business Research, Elsevier, vol. 100(C), pages 255-267.
    49. 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.
    50. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    51. Beatty, A & Chamberlain, Sl & Magliolo, J, 1995. "Managing Financial Reports Of Commercial-Banks - The Influence Of Taxes, Regulatory Capital, And Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 231-261.
    52. Fields, Thomas D. & Lys, Thomas Z. & Vincent, Linda, 2001. "Empirical research on accounting choice," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 255-307, September.
    53. Christian Laux & Christian Leuz, 2010. "Did Fair-Value Accounting Contribute to the Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 93-118, Winter.
    54. Zahra H. Oskouei & Zahra Heidary Sureshjani, 2021. "Studying the relationship between managerial ability and real earnings management in economic and financial crisis conditions," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4574-4589, July.
    55. Taher HAMZA & Elhem ZAATIR, 2021. "Does corporate tax aggressiveness explain future stock price crash? Empirical evidence from France," Journal of Financial Reporting and Accounting, Emerald Group Publishing Limited, vol. 19(1), pages 55-76, February.
    56. Yehning Chen & J. Fred Weston & Edward I. Altman, 1995. "Financial Distress and Restructuring Models," Financial Management, Financial Management Association, vol. 24(2), Summer.
    57. repec:eme:mfppss:v:39:y:2013:i:2:p:155-180 is not listed on IDEAS
    58. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    59. Burgstahler, David & Dichev, Ilia, 1997. "Earnings management to avoid earnings decreases and losses," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 99-126, December.
    60. Pandej Chintrakarn & Pornsit Jiraporn & Young S. Kim, 2018. "Did Firms Manage Earnings more Aggressively during the Financial Crisis?," International Review of Finance, International Review of Finance Ltd., vol. 18(3), pages 477-494, September.
    61. Alex Chu & Xingqiang Du & Guohua Jiang, 2011. "Buy, Lie, or Die: An Investigation of Chinese ST Firms’ Voluntary Interim Audit Motive and Auditor Independence," Journal of Business Ethics, Springer, vol. 102(1), pages 135-153, August.
    62. 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.
    63. In†Mu Haw & Daqing Qi & Donghui Wu & Woody Wu, 2005. "Market Consequences of Earnings Management in Response to Security Regulations in China," Contemporary Accounting Research, John Wiley & Sons, vol. 22(1), pages 95-140, March.
    64. Nguyen Anh Huu & Nguyen Linh Ha & Doan Duong Thuy, 2020. "Ownership Structure and Earnings Management: Empirical Evidence from Vietnam Real Estate Sector," Real Estate Management and Valuation, Sciendo, vol. 28(2), pages 37-51, June.
    65. Gill-de-Albornoz, Belen & Illueca, Manuel, 2005. "Earnings management under price regulation: Empirical evidence from the Spanish electricity industry," Energy Economics, Elsevier, vol. 27(2), pages 279-304, March.
    66. Holthausen, Robert W. & Larcker, David F. & Sloan, Richard G., 1995. "Annual bonus schemes and the manipulation of earnings," Journal of Accounting and Economics, Elsevier, vol. 19(1), pages 29-74, February.
    67. Jiang, Guohua & Wang, Hansheng, 2008. "Should earnings thresholds be used as delisting criteria in stock market?," Journal of Accounting and Public Policy, Elsevier, vol. 27(5), pages 409-419.
    68. McNichols, Maureen F., 2000. "Research design issues in earnings management studies," Journal of Accounting and Public Policy, Elsevier, vol. 19(4-5), pages 313-345.
    69. Xingqiang Du & Shaojuan Lai, 2018. "Financial Distress, Investment Opportunity, and the Contagion Effect of Low Audit Quality: Evidence from China," Journal of Business Ethics, Springer, vol. 147(3), pages 565-593, February.
    70. Filip, Andrei & Raffournier, Bernard, 2014. "Financial Crisis And Earnings Management: The European Evidence," The International Journal of Accounting, Elsevier, vol. 49(4), pages 455-478.
    71. World Bank, 2020. "Role of Supreme Audit Institutions in Governments' Response to COVID-19," World Bank Publications - Reports 33901, The World Bank Group.
    72. Ding, Haoyuan & Fan, Haichao & Lin, Shu, 2022. "COVID-19, firm exposure, and firm value: A tale of two lockdowns," China Economic Review, Elsevier, vol. 71(C).
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    Keywords

    Earnings management; Covid-19 pandemic; Financial distress; China;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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