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How does corporate diversification affect earnings management? A path analysis approach

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  • El Mouttaqui, Hajar
  • Gleason, Kimberly
  • Jiraporn, Pornsit
  • Salama, Feras M.

Abstract

We examine whether and how corporate diversification affects earnings management. We find that diversified firms exhibit lower earnings management than comparable portfolios of single-segment firms and that the magnitude of reduction in earnings management increases with greater diversification. Using path analysis, we find that diversification decreases earnings management by reducing both earnings volatility and the need for external financing and by increasing the propensity to pay dividends. Our results are robust to using different measures of diversification and earnings management and continue to hold when we account for endogeneity using both the Heckman two-stage model and propensity score matching.

Suggested Citation

  • El Mouttaqui, Hajar & Gleason, Kimberly & Jiraporn, Pornsit & Salama, Feras M., 2024. "How does corporate diversification affect earnings management? A path analysis approach," International Review of Economics & Finance, Elsevier, vol. 95(C).
  • Handle: RePEc:eee:reveco:v:95:y:2024:i:c:s1059056024004477
    DOI: 10.1016/j.iref.2024.103455
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    as
    1. Galai, Dan & Masulis, Ronald W., 1976. "The option pricing model and the risk factor of stock," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 53-81.
    2. Chenyang Wei & David Yermack, 2011. "Investor Reactions to CEOs' Inside Debt Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3813-3840.
    3. Chee‐Yeow Lim & Hun‐Tong Tan, 2008. "Non‐audit Service Fees and Audit Quality: The Impact of Auditor Specialization," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 199-246, March.
    4. Rebecca N. Hann & Maria Ogneva & Oguzhan Ozbas, 2013. "Corporate Diversification and the Cost of Capital," Journal of Finance, American Finance Association, vol. 68(5), pages 1961-1999, October.
    5. Tatsuo Ushijima, 2016. "Diversification, Organization, and Value of the Firm," Financial Management, Financial Management Association International, vol. 45(2), pages 467-499, May.
    6. David J. Denis & Diane K. Denis & Keven Yost, 2002. "Global Diversification, Industrial Diversification, and Firm Value," Journal of Finance, American Finance Association, vol. 57(5), pages 1951-1979, October.
    7. Jiraporn, Pornsit & Kim, Young Sang & Mathur, Ike, 2008. "Does corporate diversification exacerbate or mitigate earnings management?: An empirical analysis," International Review of Financial Analysis, Elsevier, vol. 17(5), pages 1087-1109, December.
    8. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    9. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    10. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    11. Patricia M. Dechow & Richard G. Sloan & Amy P. Sweeney, 1996. "Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 1-36, March.
    12. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    13. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    14. Raghuram Rajan & Henri Servaes & Luigi Zingales, 2000. "The Cost of Diversity: The Diversification Discount and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(1), pages 35-80, February.
    15. Venkat Kuppuswamy & Belén Villalonga, 2016. "Does Diversification Create Value in the Presence of External Financing Constraints? Evidence from the 2007–2009 Financial Crisis," Management Science, INFORMS, vol. 62(4), pages 905-923, April.
    16. Johnson, Marilyn F. & Nelson, Karen K. & Frankel, Richard M., 2002. "The Relation Between Auditor's Fees for Non-audit Services and Earnings Quality," Research Papers 1696r, Stanford University, Graduate School of Business.
    17. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    18. Subramaniam, Venkat & Tang, Tony T. & Yue, Heng & Zhou, Xin, 2011. "Firm structure and corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 759-773, June.
    19. Atawnah, Nader & Balachandran, Balasingham & Duong, Huu Nhan & Podolski, Edward J., 2018. "Does exposure to foreign competition affect stock liquidity? Evidence from industry-level import data," Journal of Financial Markets, Elsevier, vol. 39(C), pages 44-67.
    20. Atawnah, Nader & Eshraghi, Arman & Baghdadi, Ghasan A. & Bhatti, Ishaq, 2024. "Managerial ability and firm value: A new perspective," Research in International Business and Finance, Elsevier, vol. 67(PB).
    21. Qian Sun & Kenneth Yung & Hamid Rahman, 2012. "Earnings quality and corporate cash holdings," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52(2), pages 543-571, June.
    22. Hilary, Gilles & Hsu, Charles & Segal, Benjamin & Wang, Rencheng, 2016. "The bright side of managerial over-optimism," Journal of Accounting and Economics, Elsevier, vol. 62(1), pages 46-64.
    23. Tyson B. Mackey & Jay B. Barney & Jeffrey P. Dotson, 2017. "Corporate diversification and the value of individual firms: A Bayesian approach," Strategic Management Journal, Wiley Blackwell, vol. 38(2), pages 322-341, February.
    24. Patricia M. Dechow & Weili Ge & Chad R. Larson & Richard G. Sloan, 2011. "Predicting Material Accounting Misstatements," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 17-82, March.
    25. Jose Manuel Campa & Simi Kedia, 2002. "Explaining the Diversification Discount," Journal of Finance, American Finance Association, vol. 57(4), pages 1731-1762, August.
    26. Richard A. Bettis & Constance E. Helfat & J. Myles Shaver & Sungyong Chang & Bruce Kogut & Jae-Suk Yang, 2016. "Global diversification discount and its discontents: A bit of self-selection makes a world of difference," Strategic Management Journal, Wiley Blackwell, vol. 37(11), pages 2254-2274, November.
    27. Bakke, Tor-Erik & Gu, Tiantian, 2017. "Diversification and cash dynamics," Journal of Financial Economics, Elsevier, vol. 123(3), pages 580-601.
    28. Irani, Rustom M. & Oesch, David, 2016. "Analyst Coverage and Real Earnings Management: Quasi-Experimental Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 589-627, April.
    29. 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.
    30. Ji, Shuangshuang & Mauer, David C. & Zhang, Yilei, 2020. "Managerial entrenchment and capital structure: The effect of diversification," Journal of Corporate Finance, Elsevier, vol. 65(C).
    31. Shivakumar, Lakshmanan, 2000. "Do firms mislead investors by overstating earnings before seasoned equity offerings?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 339-371, June.
    32. Lewellen, Wilbur G, 1971. "A Pure Financial Rationale for the Conglomerate Merger," Journal of Finance, American Finance Association, vol. 26(2), pages 521-537, May.
    33. Ran Duchin, 2010. "Cash Holdings and Corporate Diversification," Journal of Finance, American Finance Association, vol. 65(3), pages 955-992, June.
    34. Alharbi, Samar S. & Atawnah, Nader & Ali, Muhammad Jahangir & Eshraghi, Arman, 2023. "Gambling culture and earnings management: A novel perspective," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 520-539.
    35. Oliver Boguth & Ran Duchin & Mikhail Simutin, 2022. "Dissecting Conglomerate Valuations," Journal of Finance, American Finance Association, vol. 77(2), pages 1097-1131, April.
    36. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    37. Salama, Feras M. & Samet, Anis, 2022. "The impact of CEO inside debt on the coinsurance effect and excess value of diversification," International Review of Economics & Finance, Elsevier, vol. 81(C), pages 58-74.
    38. Higgins, Robert C & Schall, Lawrence D, 1975. "Corporate Bankruptcy and Conglomerate Merger," Journal of Finance, American Finance Association, vol. 30(1), pages 93-113, March.
    39. Jordan, Bradford D. & Liu, Mark H. & Wu, Qun, 2018. "Organizational Form and Corporate Payout Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(2), pages 789-813, April.
    40. 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.
    41. DuCharme, Larry L. & Malatesta, Paul H. & Sefcik, Stephan E., 2004. "Earnings management, stock issues, and shareholder lawsuits," Journal of Financial Economics, Elsevier, vol. 71(1), pages 27-49, January.
    42. Hyun-Han Shin & René M. Stulz, 1998. "Are Internal capital Markets Efficient?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 531-552.
    43. Belén Villalonga, 2004. "Does Diversification Cause the "Diversification Discount"?," Financial Management, Financial Management Association, vol. 33(2), Summer.
    44. Radhakrishnan Gopalan & Kangzhen Xie, 2011. "Conglomerates and Industry Distress," The Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3642-3687.
    45. Bradley P. Lawson & Dechun Wang, 2016. "The Earnings Quality Information Content of Dividend Policies and Audit Pricing," Contemporary Accounting Research, John Wiley & Sons, vol. 33(4), pages 1685-1719, December.
    46. 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.
    47. Stuart C. Gilson & Paul M. Healy & Christopher F. Noe & Krishna G. Palepu, 2001. "Analyst Specialization and Conglomerate Stock Breakups," Journal of Accounting Research, Wiley Blackwell, vol. 39(3), pages 565-582, December.
    48. Irani, Rustom M. & Oesch, David, 2013. "Monitoring and corporate disclosure: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 109(2), pages 398-418.
    49. David S. Koo & Santhosh Ramalingegowda & Yong Yu, 2017. "The effect of financial reporting quality on corporate dividend policy," Review of Accounting Studies, Springer, vol. 22(2), pages 753-790, June.
    50. Yan, An & Yang, Zaihui & Jiao, Jie, 2010. "Conglomerate investment under various capital market conditions," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 103-115, January.
    51. Denis, David J & Denis, Diane K & Sarin, Atulya, 1997. "Agency Problems, Equity Ownership, and Corporate Diversification," Journal of Finance, American Finance Association, vol. 52(1), pages 135-160, March.
    52. Young Jun Cho, 2015. "Segment Disclosure Transparency and Internal Capital Market Efficiency: Evidence from SFAS No. 131," Journal of Accounting Research, Wiley Blackwell, vol. 53(4), pages 669-723, September.
    53. Valentin Dimitrov & Sheri Tice, 2006. "Corporate Diversification and Credit Constraints: Real Effects across the Business Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1465-1498.
    54. Berrill, Jenny & Campa, Domenico & O'Hagan-Luff, Martha, 2021. "Firm diversification and earnings management strategies: European evidence," International Review of Financial Analysis, Elsevier, vol. 78(C).
    55. Teoh, Siew Hong & Welch, Ivo & Wong, T. J., 1998. "Earnings management and the underperformance of seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 50(1), pages 63-99, October.
    56. Ahn, Seoungpil & Denis, David J. & Denis, Diane K., 2006. "Leverage and investment in diversified firms," Journal of Financial Economics, Elsevier, vol. 79(2), pages 317-337, February.
    57. Judson Caskey & Michelle Hanlon, 2013. "Dividend Policy at Firms Accused of Accounting Fraud," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 818-850, June.
    58. An Yan, 2006. "Value of Conglomerates and Capital Market Conditions," Financial Management, Financial Management Association International, vol. 35(4), pages 5-30, December.
    59. Smith, Clifford W. & Stulz, René M., 1985. "The Determinants of Firms' Hedging Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(4), pages 391-405, December.
    60. Dichev, Ilia D. & Tang, Vicki Wei, 2009. "Earnings volatility and earnings predictability," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 160-181, March.
    61. Chee Lim & Tiong Thong & David Ding, 2008. "Firm diversification and earnings management: evidence from seasoned equity offerings," Review of Quantitative Finance and Accounting, Springer, vol. 30(1), pages 69-92, January.
    62. Kenneth J. Reichelt & Dechun Wang, 2010. "National and Office‐Specific Measures of Auditor Industry Expertise and Effects on Audit Quality," Journal of Accounting Research, Wiley Blackwell, vol. 48(3), pages 647-686, June.
    63. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    64. Yolanda Yulong Wang, 2023. "Corporate diversification, investment efficiency and the business cycle," Post-Print hal-04005692, HAL.
    65. Afrifa, Godfred Adjapong & Tingbani, Ishmael & Alshehabi, Ahmad & Halabi, Hussein, 2023. "Do trade credit and bank credit complement or substitute each other in public and private firms?," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 748-765.
    66. Cassell, Cory A. & Huang, Shawn X. & Manuel Sanchez, Juan & Stuart, Michael D., 2012. "Seeking safety: The relation between CEO inside debt holdings and the riskiness of firm investment and financial policies," Journal of Financial Economics, Elsevier, vol. 103(3), pages 588-610.
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    More about this item

    Keywords

    Corporate diversification; Earnings management; Internal capital markets; Path analysis;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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