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Real earnings management and debt choice

Author

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  • Hasan, Mostafa Monzur
  • Alam, Nurul
  • Uddin, Mohammad Riaz
  • Jones, Stewart

Abstract

This study investigates whether real earnings management (RealEM) affects firms’ debt choice. We find that firms with higher RealEM rely more on bank debt than public debt as a source of financing. Our cross-sectional analysis reveals that the RealEM–debt choice association is more significant in the presence of poor corporate governance and heightened financing constraints. We also observe that the connection between RealEM and bank debt is more significant for suspect firms (i.e., firms with a genuine motive for opportunistic earnings management) than their non-suspect counterparts. Additionally, we find that RealEM increases the use of trade credit and short-term debt. Our findings are robust to endogeneity concerns and other issues. Overall, our findings suggest that the impact of information asymmetry issues arising from RealEM is less for bank than for public debtholders.

Suggested Citation

  • Hasan, Mostafa Monzur & Alam, Nurul & Uddin, Mohammad Riaz & Jones, Stewart, 2024. "Real earnings management and debt choice," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 97(C).
    • Handle: RePEc:eee:intfin:v:97:y:2024:i:c:s104244312400146x
    DOI: 10.1016/j.intfin.2024.102080
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    1. Gus De Franco & S.P. Kothari & Rodrigo S. Verdi, 2011. "The Benefits of Financial Statement Comparability," Journal of Accounting Research, Wiley Blackwell, vol. 49(4), pages 895-931, September.
    2. Chen, Haosi & Maslar, David A. & Serfling, Matthew, 2020. "Asset redeployability and the choice between bank debt and public debt," Journal of Corporate Finance, Elsevier, vol. 64(C).
    3. Boubakri, Narjess & Saffar, Walid, 2019. "State Ownership and Debt Choice: Evidence from Privatization," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(3), pages 1313-1346, June.
    4. Inder K. Khurana & Raynolde Pereira & Eliza (Xia) Zhang, 2018. "Is Real Earnings Smoothing Harmful? Evidence from Firm‐Specific Stock Price Crash Risk," Contemporary Accounting Research, John Wiley & Sons, vol. 35(1), pages 558-587, March.
    5. Frederick L. Bereskin & Po‐Hsuan Hsu & Wendy Rotenberg, 2018. "The Real Effects of Real Earnings Management: Evidence from Innovation," Contemporary Accounting Research, John Wiley & Sons, vol. 35(1), pages 525-557, March.
    6. Bonsall, Samuel B. & Leone, Andrew J. & Miller, Brian P. & Rennekamp, Kristina, 2017. "A plain English measure of financial reporting readability," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 329-357.
    7. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    8. Meng Gao & Jiekun Huang & Itay Goldstein, 2020. "Informing the Market: The Effect of Modern Information Technologies on Information Production," The Review of Financial Studies, Society for Financial Studies, vol. 33(4), pages 1367-1411.
    9. Meng Gao & Jiekun Huang & Itay GoldsteinEditor, 2020. "Informing the Market: The Effect of Modern Information Technologies on Information Production," Review of Finance, European Finance Association, vol. 33(4), pages 1367-1411.
    10. 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.
    11. Amin, Qazi Awais & Cumming, Douglas, 2021. "Blockholders and real earnings management-the emerging markets context," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    12. Leming Lin, 2016. "Collateral and the Choice Between Bank Debt and Public Debt," Management Science, INFORMS, vol. 62(1), pages 111-127, January.
    13. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    14. Jerry Sun & Guoping Liu & George Lan, 2011. "Does Female Directorship on Independent Audit Committees Constrain Earnings Management?," Journal of Business Ethics, Springer, vol. 99(3), pages 369-382, March.
    15. Ben-Nasr, Hamdi & Boubaker, Sabri & Sassi, Syrine, 2021. "Board reforms and debt choice," Journal of Corporate Finance, Elsevier, vol. 69(C).
    16. Chen, Yangyang & Hasan, Iftekhar & Saffar, Walid & Zolotoy, Leon, 2021. "Executive Equity Risk-Taking Incentives and Firms’ Choice of Debt Structure," Journal of Banking & Finance, Elsevier, vol. 133(C).
    17. Sreedhar T Bharath & Michael Hertzel, 2019. "External Governance and Debt Structure," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3335-3365.
    18. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    19. Xu Li & Chen Lin & Xintong Zhan, 2019. "Does Change in the Information Environment Affect Financing Choices?," Management Science, INFORMS, vol. 65(12), pages 5676-5696, December.
    20. Charles J. Hadlock & Christopher M. James, 2002. "Do Banks Provide Financial Slack?," Journal of Finance, American Finance Association, vol. 57(3), pages 1383-1419, June.
    21. Fabrizio Cerbioni & Antonio Parbonetti, 2007. "Exploring the Effects of Corporate Governance on Intellectual Capital Disclosure: An Analysis of European Biotechnology Companies," European Accounting Review, Taylor & Francis Journals, vol. 16(4), pages 791-826.
    22. Enomoto, Masahiro & Kimura, Fumihiko & Yamaguchi, Tomoyasu, 2015. "Accrual-based and real earnings management: An international comparison for investor protection," Journal of Contemporary Accounting and Economics, Elsevier, vol. 11(3), pages 183-198.
    23. Pappas, Kostas & Walsh, Eamonn & Xu, Alice Liang, 2019. "Real earnings management and loan contract terms," The British Accounting Review, Elsevier, vol. 51(4), pages 373-401.
    24. 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.
    25. 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.
    26. Sreedhar T. Bharath & Paolo Pasquariello & Guojun Wu, 2009. "Does Asymmetric Information Drive Capital Structure Decisions?," The Review of Financial Studies, Society for Financial Studies, vol. 22(8), pages 3211-3243, August.
    27. David Aboody & Baruch Lev, 2000. "Information Asymmetry, R&D, and Insider Gains," Journal of Finance, American Finance Association, vol. 55(6), pages 2747-2766, December.
    28. Sha, Yezhou & Qiao, Lu & Li, Suyang & Bu, Ziwen, 2021. "Political freedom and earnings management," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    29. Ahrum Choi & Jong‐Hag Choi & Byungcherl Charlie Sohn, 2018. "The Joint Effect of Audit Quality and Legal Regimes on the Use of Real Earnings Management: International Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 2225-2257, December.
    30. Fang, Ming & Francis, Bill & Hasan, Iftekhar & Wu, Qiang, 2022. "External social networks and earnings management," The British Accounting Review, Elsevier, vol. 54(2).
    31. 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.
    32. 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.
    33. Victoria Ivashina & Vinay B. Nair & Anthony Saunders & Nadia Massoud & Roger Stover, 2009. "Bank Debt and Corporate Governance," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 41-77, January.
    34. 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.
    35. SANJEEV BHOJRAJ & PAUL HRIBAR & MARC PICCONI & JOHN McINNIS, 2009. "Making Sense of Cents: An Examination of Firms That Marginally Miss or Beat Analyst Forecasts," Journal of Finance, American Finance Association, vol. 64(5), pages 2361-2388, October.
    36. Boubaker, Sabri & Saffar, Walid & Sassi, Syrine, 2018. "Product market competition and debt choice," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 204-224.
    37. Huang, Guan-Ying & Shen, Carl Hsin-han & Wu, Zhen-Xing, 2023. "Firm-level political risk and debt choice," Journal of Corporate Finance, Elsevier, vol. 78(C).
    38. Dan S. Dhaliwal & Inder K. Khurana & Raynolde Pereira, 2011. "Firm Disclosure Policy and the Choice Between Private and Public Debt," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 293-330, March.
    39. Ling Lei Lisic & Terry L. Neal & Ivy Xiying Zhang & Yan Zhang, 2016. "CEO Power, Internal Control Quality, and Audit Committee Effectiveness in Substance Versus in Form," Contemporary Accounting Research, John Wiley & Sons, vol. 33(3), pages 1199-1237, September.
    40. Petacchi, Reining, 2015. "Information asymmetry and capital structure: Evidence from regulation FD," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 143-162.
    41. Hu, Fang & Kusnadi, Yuanto & Wang, Jiwei & Wang, Yujie, 2022. "Insider trading restrictions and real activities earnings management: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    42. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    43. Panayiotis C. Andreou & Christodoulos Louca & Andreas P. Petrou, 2017. "CEO Age and Stock Price Crash Risk," Review of Finance, European Finance Association, vol. 21(3), pages 1287-1325.
    44. Tsung-Kang Chen & Yijie Tseng & Yu-Ting Hsieh, 2015. "Real Earnings Management Uncertainty and Corporate Credit Risk," European Accounting Review, Taylor & Francis Journals, vol. 24(3), pages 413-440, September.
    45. Alam, Nurul & Boubaker, Sabri & Chen, Xiaomeng Charlene & Hasan, Mostafa Monzur, 2024. "Brand capital and debt choice," International Review of Financial Analysis, Elsevier, vol. 93(C).
    46. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    47. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    48. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    49. David Abad & M. Fuensanta Cutillas-Gomariz & Juan Pedro Sánchez-Ballesta & José Yagüe, 2018. "Real Earnings Management and Information Asymmetry in the Equity Market," European Accounting Review, Taylor & Francis Journals, vol. 27(2), pages 209-235, March.
    50. Gerard Hoberg & Vojislav Maksimovic, 2015. "Redefining Financial Constraints: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 28(5), pages 1312-1352.
    51. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
    52. Li, Valerie, 2019. "The effect of real earnings management on the persistence and informativeness of earnings," The British Accounting Review, Elsevier, vol. 51(4), pages 402-423.
    53. Diamond, Douglas W & Verrecchia, Robert E, 1991. "Disclosure, Liquidity, and the Cost of Capital," Journal of Finance, American Finance Association, vol. 46(4), pages 1325-1359, September.
    54. Kim, Jaehyeon & Kim, Yongtae & Zhou, Jian, 2017. "Languages and earnings management," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 288-306.
    55. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    56. repec:bla:jfinan:v:43:y:1988:i:2:p:397-412 is not listed on IDEAS
    57. Fama, Eugene F., 1985. "What's different about banks?," Journal of Monetary Economics, Elsevier, vol. 15(1), pages 29-39, January.
    58. Cline, Brandon N. & Fu, Xudong & Tang, Tian, 2020. "Shareholder investment horizons and bank debt financing," Journal of Banking & Finance, Elsevier, vol. 110(C).
    59. Chui, Andy C.W. & Li, Xiao & Saffar, Walid, 2021. "National culture and the choice between bank debt and public debt," Pacific-Basin Finance Journal, Elsevier, vol. 70(C).
    60. Braam, Geert & Nandy, Monomita & Weitzel, Utz & Lodh, Suman, 2015. "Accrual-based and real earnings management and political connections," The International Journal of Accounting, Elsevier, vol. 50(2), pages 111-141.
    61. John, Kose & Senbet, Lemma W., 1998. "Corporate governance and board effectiveness1," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 371-403, May.
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    More about this item

    Keywords

    Real earnings management; Information asymmetry; Bank debt;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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