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Determinants of Difference in the Value-Earnings Convexity

가치-이익 볼록성 차이의 결정요인에 관한 연구

  • Shin-Hyoung Kwon (Department of Accounting and Tax, Hanyang University ERICA) ;
  • Hae-Rin Shim (Department of Accounting and Tax, Hanyang University ERICA)
  • 권신형 (한양대학교 ERICA 회계세무학과) ;
  • 심해린 (한양대학교 ERICA 회계세무학과)
  • Received : 2024.08.30
  • Accepted : 2024.09.25
  • Published : 2024.09.30

Abstract

Purpose - This study aims to identify and document earnings management, sources of investment growth, and CEO personality traits as three determinants of difference in the value-earnings convexity. Design/methodology/approach - To test our hypotheses, we run cross-sectional regressions based on the Fama and Macbeth (1973) procedure using US firm-year observations from 1968 to 2017. Findings - First, we show that the value-earnings association decreases with accruals and real earnings management. Second, we demonstrate that the value-earnings convexity is weaker when investment growth is supported by off-balance-sheet intangible assets relative to on-balance-sheet tangible and intangible assets. Finally, we find that extraverted CEOs and CEOs who are more open to experience are better at exploiting the growth opportunities implied by the current accounting profitability. Conscientious and neurotic personality traits of CEOs make no difference in exploiting the growth opportunities that the current accounting profitability suggests. Research implications or Originality - This study complements and extends the literature on real options and behavioral agency by demonstrating that the value-earnings convexity depends not only on accounting profitability and investment growth rate, but also on earnings management, sources of investment growth, and CEO personality traits.

Keywords

Acknowledgement

이 논문은 2020년도 대한민국 교육부와 한국연구재단의 지원을 받아 수행된 연구임 (2020S1A5A8043626).

References

  1. Aabo, T., C. Pantzalis, J. Park, L. Trigeorgis and J. Wulff (2022), CEO Personality Traits and Firm Dynamics (Working Paper), University of South Florida.
  2. Amano, Y. (2020), "Real Effects of Intangibles Capitalization: Empirical Evidence from Voluntary IFRS Adoption in Japan", Journal of International Accounting Research, 19, 19-36.
  3. Anderson, M., S. Hyun, V. Muslu and D. Yu (2023), "Earnings Prediction with DuPont Components and Calibration by Life Cycle", Review of Accounting Studies, Forthcoming.
  4. Asker, J., J. Farre-Mensa and A. Ljungqvist (2015), "Corporate Investment and Stock Market Listing: A Puzzle?", Review of Financial Studies, 28, 342-390.
  5. Baik, B., M. Johnson, K. Kim and K. Yu (2023), Organization Complexity, Financial Reporting Complexity, and Firms' Information Environment (Working Paper), Seoul National University.
  6. Barinov, A., S. Park and C. Yildizhan (2022), "Firm Complexity and Post-Earnings Announcement Drift", Review of Accounting Studies, Forthcoming.
  7. Belo, F., V. Gala, J. Salomao and M. Vitorino (2022), "Decomposing Firm Value", Journal of Financial Economics, 143, 619-639.
  8. Bertrand, M. and S. Mullainathan (2003), "Enjoying the Quite Life? Corporate Governance and Managerial Preference", Journal of Political Economy, 111, 1043-1075.
  9. Beyer, A., I. Guttman and I. Marinovic (2019), "Earnings Management and Earnings Quality: Theory and Evidence", The Accounting Review, 94, 77-101.
  10. Bhattacharya, S. and J. Ritter (1983), "Innovation and Communication: Signaling with Partial Disclosure", Review of Economic Studies, 50, 1869-1901.
  11. Biddle, G., P. Chen and G. Zhang (2001), "When Capital Follows Profitability: Nonlinear Residual Income Dynamics", Review of Accounting Studies, 6, 229-265.
  12. Biddle, G., G. Hillary and R. Verdi (2009), "How does Financial Reporting Quality Relate to Investment Efficiency?", Journal of Accounting and Economics, 48, 112-131.
  13. Bolton, P., N. Wang and J. Yang (2019), "Investment under Uncertainty with Financial Constraints", Journal of Economic Theory, 184, 104912.
  14. Breuer, M. and D. Windisch (2019), "Investment Dynamics and Earnings-Return Properties: A Structural Approach", Journal of Accounting Research, 57, 639-674.
  15. Burgstahler, D. and I. Dichev (1997), "Earnings, Adaptation, and Equity Value", The Accounting Review, 72, 187-215.
  16. Bushman, R., A. Lerman and X. Zhang (2016), "The Changing Landscape of Accrual Accounting", Journal of Accounting Research, 60, 1551-1582.
  17. Cao, S., Z. Wang and E. Yeung (2022), "Skin in the Game: Operating Growth, Firm Performance, and Future Stock Returns", Journal of Financial and Quantitative Analysis, 57, 2559-2590.
  18. Chen, C., P. Chen and Q. Jin (2015), "Economic Freedom, Investment Flexibility, and Equity Value: A Cross-Country Analysis", The Accounting Review, 90(5), 1839-1870.
  19. Chen, F., K. Hope, Q. Li and X. Wang (2011), "Financial Reporting Quality and Investment Efficiency of Private Firms in Emerging Markets", The Accounting Review, 86, 1255-1288.
  20. Christensen, T., A. Huffman, M. Lewis-Western and K. Valentine (2023), "A Simple Approach to Better Distinguish Real Earnings Manipulation from Strategy Changes", Contemporary Accounting Research, 49, 536-587.
  21. Chychyla, R., A. Leone and M. Minutti-Meza (2019), "Complexity of Financial Reporting Standards and Accounting Expertise", Journal of Accounting and Economics, 67, 226-253.
  22. Crouzet, N. and J. Eberly (2018), "Intangibles, Investment, and Efficiency", American Economic Review, 108, 426-431.
  23. Crouzet, N. and J. Eberly (2019), Understanding Weak Capital Investment: The Role of Market Concentration and Intangibles (NBER Working Paper).
  24. Crouzet, N. and J. Eberly (2023), "Rents and Intangible Capital: A Q+ framework", Journal of Finance, Forthcoming.
  25. Crouzet, N., J. Eberly, A. Eisfeldt and D. Papanikolaou (2022), "The Economics of Intangible Capital", Journal of Economic Perspective, 36, 29-52.
  26. Del Viva, L., E. Kasanen and L. Trigeorgis (2017), "Real Options, Idiosyncratic Skewness, and Diversification", Journal of Financial and Quantitative Analysis, 52, 215-241.
  27. Del Viva, L., S. P. Kothari, N. Lambertides and L. Trigeorgis (2021), "Asymmetric Returns and the Economic Content of Accruals and Investment", Management Science, 67, 3921-3942.
  28. Dinh, T., B. Sidhu and C. Yu (2019), "Accounting for Intangibles: Can Capitalization of R&D Improve Investment Efficiency?", ABACUS, 55, 92-127.
  29. Edwards, A., C. Schwab and T. Shevlin (2016), "Financial Constraints and Cash Tax Savings", The Accounting Review, 91, 859-881.
  30. Enache, L. and A. Srivastava (2018), "Should Intangible Investments Be Reported Separately or Commingled with Operating Expenses? New Evidence", Management Science, 64(7), 2973-3468.
  31. Fama, E. and J. MacBeth (1973), "Risk, Return, and Equilibrium: Empirical Tests", Journal of Political Economy, 81, 607-636.
  32. Feltham, G. and J. Ohlson (1995), "Valuation and Clean Surplus Accounting for Operating and Financial Activities", Contemporary Accounting Research, 11, 689-731.
  33. Fodor, A., K. Lovelace, V. Singal and J. Tayal (2023), "Does Life Cycle Stage Affect Investor Perceptions? Evidence from Earnings Announcement Reactions", Review of Accounting Studies, Forthcoming. 
  34. Fong, E. and H. Tosi (2007), "Effort, Performance, and Conscientiousness: An Agency Theory Perspective", Journal of Management, 33, 161-179.
  35. Francis, J., R. LaFond, R. Olsson and K. Schipper (2005), "The Market Pricing of Accruals Quality", Journal of Accounting and Economics, 39, 295-327.
  36. Garcia Lara, J., B. Garcia Osma and F. Penalva (2016), "Accounting Conservatism and Firm Investment Efficiency", Journal of Accounting and Economics, 61, 221-238.
  37. Gormley, T. and D. Matsa (2016), "Playing it Safe? Managerial Preference, Risk, and Agency Conflicts", Journal of Financial Economics, 122, 431-455.
  38. Gormsen, N. and K. Huber (2023), Corporate Discount Rates (NEBR Working Paper).
  39. Green, T., R. Jame and B. Lock (2019), "Executive Extraversion: Career and Firm Outcomes", The Accounting Review, 94, 177-204.
  40. Green, J., H. Louis and J. Sani (2021), "Intangible Investments, Scaling, and the Trend in the Accrual-Cash Flow Association", Journal of Accounting Research, 60, 1551-1582.
  41. Gutierrez, G. and T. Philippon (2017), "Investment-Less Growth: An Empirical Investigation", Brookings Papers on Economic Activity, Fall, 89-169.
  42. Hadlock, C. and J. Pierce (2010), "New Evidence on Measuring Financial Constraints: Moving beyond the KZ Index", Review of Financial Studies, 23, 1909-1940.
  43. Hanlon, M., K. Yeung and L. Zuo (2022), "Behavioral Economics of Accounting: A Review of Archival Research on Individual Decision Makers", Contemporary Accounting Research, 39, 1150-1214.
  44. Hao, S., Q. Jin and G. Zhang (2011), "Investment Growth and the Relation between Equity Value, Earnings, and Equity Book Value", The Accounting Review, 86, 605-635.
  45. Harrison, J., G. Thurgood, S. Boivie and M. Pfarrer (2019), "Measuring CEO Personality: Developing, Validating, and Testing a Linguistic Tool", Strategic Management Journal, 40, 1316-1330.
  46. Hayn, C. (1995), "The Information Content of Losses", Journal of Accounting and Economics, 20, 125-153.
  47. Hemmer, T. and E. Labro (2019), "Management by the Numbers: A Formal Approach to Deriving Informational and Distributional Properties of "Unmanaged" Earnings", Journal of Accounting Research, 57, 5-51.
  48. Herrmann, P. and S. Nadkarni (2014), "Managing strategic change: The duality of CEO personality", Strategic Management Journal, 35, 1318-1342.
  49. Hiemann, M. (2020), "Earnings and Firm Value in the Presence of Real Options", The Accounting Review, 95, 263-289.
  50. Ho, T., K. Kim, Y. Li and F. Xu (2023), "Can Real Options Explain the Skewness of Stock Returns?", Journal of Banking and Finance, 148, 106751.
  51. Hoberg, G. and V. Maksimovic (2015), "Redefining Financial Constraints: A Text-Based Analysis", Review of Financial Studies, 28, 1312-1352.
  52. Hoitash, R. and U. Hoitash (2018), "Measuring Accounting Reporting Complexity with XBRL", The Accounting Review, 93, 219-242.
  53. Hottenrott, H. and B. Peters (2012), "Innovative Capability and Financial Constraints for Innovation: More Money, More Innovation?", Review of Economics and Statistics, 94, 1126-1142.
  54. Hwang, L. and B. Sohn (2010), "Return Predictability and Shareholders' Real Options", Review of Accounting Studies, 15, 367-402.
  55. Jensen, M. and W. Meckling (1976), "Theory of the Firms: Managerial Behavior, Agency Costs, and Ownership Structure", Journal of Financial Economics, 3, 305-360.
  56. Kanodia, C. and H. Sapra (2016), "A Real Effects Perspective to Accounting Measurement and Disclosure: Implications and Insights for Future Research", Journal of Accounting Research, 54, 623-676.
  57. Kerr, W. and R. Nanda (2015), "Financing Innovation", Annual Review of Financial Economics, 7, 445-462. 
  58. Laux, V. and K. Ray (2020), "Effects of Accounting Conservatism on Investment Efficiency and Innovation", Journal of Accounting and Economics, 70, 101319.
  59. Lee, C. W., L. Li and H. Yue (2006), "Performance, Growth, and Earnings Management", Review of Accounting Studies, 11, 305-334.
  60. Lev, B. and F. Gu (2016), The End of Accounting and the Path Forward for Investors and Managers: Wiley.
  61. Lev, B. and A. Srivastava (2022), "Explaining the Recent Failure of Value Investing", Critical Finance Review, 11, 333-360.
  62. Livdan, D. and A. Nezlobin (2022), "Incentivizing Irreversible Investment", The Accounting Review, 97, 349-371.
  63. Livdan, D., H. Sapriza and L. Zhang (2009), "Financially Constrained Stock Returns", Journal of Finance, 64, 1827-1862.
  64. Lopez, J. and V. Olivella (2018), "The Importance of Intangible Capital for the Transmission of Financial Shocks", Review of Economic Dynamics, 30, 223-238.
  65. Loughran, T. and B. McDonald (2023), "Measuring Firm Complexity", Journal of Financial and Quantitative Analysis, Forthcoming.
  66. Lu, T. and K. Sivaramakrishnan (2018), "Expensing versus Capitalization", Contemporary Accounting Research, 35, 1262-1278.
  67. Malhotra, S., T. Reus, P. Zhu and E. Roelofsen (2018), "The Acquisitive Nature of Extraverted CEOs", Administrative Science Quarterly, 63, 370-408.
  68. McNichols, M., M. Rajan and S. Reichelstein (2014), "Conservatism Correction for the Market-to-Book Ratio and Tobin's Q", Review of Accounting Studies, 19, 1393-1435.
  69. McNichols, M. and S. Stubben (2008), "Does Earnings Management Affect Firms' Investment Decisions?", The Accounting Review, 83, 1571-1603.
  70. Myers, S. and N. Majluf (1984), "Corporate Financing and Investment Decisions when Firms Have Information that Investors do not Have", Journal of Financial Economics, 13, 187-221.
  71. Nadkarni, S. and P. Herrmann (2010), "CEO Personality, Strategic Flexibility, and Firm Performance: The Case of the Indian Business Process Outsourcing Industry", Academy of Management Journal, 53, 1050-1073.
  72. Ohlson, J. (1995), "Earnings, Book Values, and Dividends in Equity Valuation", Contemporary Accounting Research, 11, 661-687.
  73. Oswald, D., H. S. Ryu and P. Zarowin (2022), R&D Accounting, Earnings Management, and Investment Efficiency (Working Paper), University of Michigan.
  74. Oswald, D., A. Simpson and P. Zarowin (2022), "Capitalization vs. Expensing and the Behavior of R&D Expenditures", Review of Accounting Studies, 27, 1199-1232.
  75. Pan, Y., T. Wang and M. Weisbach (2016), "CEO Investment Cycles", Review of Financial Studies, 29, 2955-2999.
  76. Penman, S. (2023), "Accounting for Intangible Assets: Thinking it through", Australian Accounting Review, 103(33), 5-13.
  77. Penman, S. and F. Regiani (2022), A Fundamental Explanation for the Size Premium in Returns and its Variation over Time (Working Paper), Columbia University.
  78. Penman, S. and X. Zhang (2020), "A Theoretical Analysis Connecting Conservative Accounting to the Cost of Capital", Journal of Accounting and Economics, 69, 1-25.
  79. Penman, S. and X. Zhang (2021), "Connecting Book Rate of Return to Risk and Return: The Information Conveyed by Conservative Accounting", Review of Accounting Studies, 26, 391-423.
  80. Peters R. and L. Taylor (2017), "Intangible Capital and Investment-Q Relation", Journal of Financial Economics, 123, 251-271. 
  81. Rao, P., H. Yue, and X. Zhou (2018), "Return Predictability and the Real Option Value of Segments", Review of Accounting Studies, 23, 167-199.
  82. Rawson, C. (2022), "Manager Perception and Proprietary Investment Disclosure", Review of Accounting Studies, 27, 1493-1575.
  83. Schoar, A., K. Yeung and L. Zuo (2023), "The Effect of Managers on Systematic Risk", Management Science, Forthcoming.
  84. Stein, J. (1989), "Efficient Capital Markets, Inefficient Firms: A Model of Myopic Corporate Behavior", Quarterly Journal of Economics, 104, 655-670.
  85. Terry, S., T. Whited and A. Zakolyukina (2023), "Information versus Investment", Review of Financial Studies, 36, 1148-1191.
  86. Wu, J., L. Zhang and F. Zhang (2010), "The Q-Theory Approach to Understanding the Accrual Anomaly", Journal of Accounting Research, 48, 177-223.
  87. Zhang, G. (2000), "Accounting Information, Capital Investment Decisions, and Equity Valuation", Journal of Accounting Research, 38, 271-295.
  88. Zhang, G. (2014), Accounting Information and Equity Valuation: Theory, Evidence, and Applications, New York: Springer.
  89. Zhang, X. (2013), "Book-to-Market Ratio and Skewness of Stock Returns", The Accounting Review, 88, 2213-2240.