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Review of Quantitative Finance and Accounting

, Volume 53, Issue 4, pp 1195–1227 | Cite as

The interaction between accounting and real earnings management using simultaneous equation model with panel data

  • Sarra Elleuch HamzaEmail author
  • Nassira Kortas
Original Research
  • 220 Downloads

Abstract

The aim of this paper is to examine the association between accounting-based earnings management and real activities manipulation in a weaker regulatory environment. We measure accruals-based earnings management by modified Jones model. Real earnings management is identified through sales manipulation and discretionary expenditures. The relationship between accruals-based earnings management and real earnings management is examined by using simultaneous equation systems estimated with panel data. Based on a sample of Tunisian public offering firms, our findings support not only a complementary relationship between sales manipulation and accruals-based earnings management, but also a substitutive interaction between discretionary expenditures and accruals management. Tunisian firms do not face greater scrutiny from regulators and jointly use the two alternatives of earnings management. However, when income taxation becomes the main incentive for earnings management, Tunisian firms prefer real earnings management to discretionary accrual. It implies that accounting earnings management is jointly used with some real earnings management tools and serves as substitutes for other real activities manipulations. Contrary to results of previous studies, managers can use the two earnings management alternatives as substitutes and complementary tools at the same time.

Keywords

Accruals-based earnings management Real earnings management Complementary relationship Substitutive interaction Simultaneous equations model 

JEL Classification

G32 M41 

References

  1. Baker TA, Lopez TJ, Reitenga AL, Ruch GW (2018) The influence of CEO and CFO power on accruals and real earnings management. Rev Quant Finance Account, published online: 21 February 2018Google Scholar
  2. Barton J (2001) Does the use of financial derivatives affect earnings management decisions. Account Rev 76(1):1–26Google Scholar
  3. Barton J, Simko P (2002) The balance sheet as an earnings management constraint. Account Rev 77(1):1–27Google Scholar
  4. Ben Amar A, Abaoub E (2010) Earnings management thresholds: the case in Tunisia. Asian Acad Manag J Account Finance 6(2):35–56Google Scholar
  5. Ben Othman H, Zeghal D (2008) A study of corporate governance disclosure and its country-level determinants in the emerging markets. Res Account Emerg Econ 8:125–155Google Scholar
  6. Ben Othman H, El Younsi B, Zeghal D (2007) Analyse des déterminants de la gestion des résultats: cas des firmes tunisiennes, françaises et canadiennes. Repères Perspect Manag Dév 10(July):21–47Google Scholar
  7. Chakroun R (2013) Relation entre l’étendue de la divulgation volontaire et les mécanismes internes de gouvernance substitution ou complémentarité. Revue Maroc Compta Contrôle Audit 1(April):89–126Google Scholar
  8. Chan LH, Chen KC, Chen TY, Yu Y (2015) Substitution between real and accruals-based earnings management after voluntary adoption of compensation clawback provisions. Account Rev 90(1):147–174Google Scholar
  9. Chen C-L, Huang S-H, Fan H-S (2012) Complementary association between real activities and accruals-based manipulation in earnings reporting. J Econ Policy Ref 15(2):93–108Google Scholar
  10. Chi W, Lisic L, Pevzner M (2011) Is enhanced audit quality associated with greater real earnings management. Account Horiz 25(2):315–335Google Scholar
  11. Cohen D, Zarowin P (2010) Accrual-based and real earnings management activities around seasoned equity offerings. J Account Econ 50(1):2–19Google Scholar
  12. Cohen DA, Dey A, Lys TZ (2008) Real and accrual-based earnings management in the pre- and post-Sarbanes-Oxley periods. Account Rev 83(3):757–787Google Scholar
  13. Dechow P, Sloan R, Sweeney A (1995) Detecting earnings management. Account Rev 70(2):193–225Google Scholar
  14. Degeorge F, Patel J, Zeckhauser R (1999) Earnings management to exceed thresholds. J Bus 72(1):1–33Google Scholar
  15. Dridi W, Boubaker A (2015) An assessment of the linkage between financial reporting and taxation in Tunisia. Int Bus Res 8(4):168–179Google Scholar
  16. Dyreng S, Hanlon M, Maydew E (2008) Long run corporate tax avoidance. Account Rev 83(1):61–82Google Scholar
  17. EBRD (2013) Commercial laws of Tunisia: an assessment by the EBRD. Document available at: https://www.ebrd.com/documents/strategy-and-policy-coordination/read-the-ebrds-tunisia-country-law-assessment.pdf
  18. Elleuch Hamza S (2012) Les spécificités de la gestion des résultats des entreprises tunisiennes à travers une démarche par entretiens. Rev Compta Contrôle Audit 18(1):39–65Google Scholar
  19. Elleuch Hamza S, Bannouri S (2015) The detection of real earnings management in MENA countries: the case of Tunisia. Afro Asian J Finance Account 5(2):135–159Google Scholar
  20. Enomoto N, Kimura F, Yamaguchi T (2015) Accrual-based and real earnings management: an international comparison for investor protection. J Contemp Account Econ 11(3):183–198Google Scholar
  21. Ewert R, Wagenhofer A (2005) Economic effects of tightening accounting standards to restrict earnings management. Account Rev 80(4):1101–1125Google Scholar
  22. Francis B, Hasan I, Li L (2016) Abnormal real operations, real earnings management, and subsequent crashes in stock prices. Rev Quant Finance Account 46(2):217–260Google Scholar
  23. Ge W, Kim JB (2014) Boards, takeover protection, and real earnings management. Rev Quant Finance Account 43(4):651–682Google Scholar
  24. Greene WH (2008) Econometric analysis, 6th edn. Prentice Hall, Upper Saddle River, p 802Google Scholar
  25. Hashemi SA, Rabiee H (2011) The relation between real earnings management and accounting earnings management: evidence from Iran. Bus Manag Rev 1(8):25–33Google Scholar
  26. Healy P (1985) The effect of bonus schemes on accounting decisions. J Account Econ 7:85–107Google Scholar
  27. Jungeun C, Jaimin G, Jaehong L (2012) Chaebol firms’ real and accrual-based earnings management in the pre-and post-asian financial crisis periods. J Mod Account Audit 8(7):915–931Google Scholar
  28. Kennedy P (2003) A guide to econometrics, 4th edn. MIT Press, CambridgeGoogle Scholar
  29. Klein A (2002) Economic determinants behind variations in audit committee independence. Account Rev 77(2):435–452Google Scholar
  30. Kolsi MC (2012) The determinants of corporate voluntary disclosure: evidence from the Tunisian capital market. IUP J Account Res Audit Pract 9(4):49–68Google Scholar
  31. Kothari S, Leone A, Wasley C (2005) Performance matched discretionary accrual measures. J Account Econ 39(1):163–197Google Scholar
  32. La Porta R, Lopez-de-Silanes F, Shleifer A, Vishny R (1998) Law and finance. J Polit Econ 106(6):1113–1155Google Scholar
  33. La Porta R, Lopez-De-Silanes F, Shleifer A, Vishny R (2002) Investor protection and corporate valuation. J Finance 57(3):1147–1170Google Scholar
  34. Lee N, Swenson C (2011) Earnings management through discretionary expenditures in the U.S., Canada, and Asia. Int Bus Res 4(2):257–266Google Scholar
  35. Leuz C, Nanda D, Wysocki PD (2003) Earnings management and investor protection: an international comparison. J Finance Econ 69(3):505–527Google Scholar
  36. Libby R, Seybert N (2009) Behavioral studies of the effects of regulation on earnings management and accounting choice. Accounting, organizations, and institutions: essays for Anthony Hopwood. Oxford University Press, OxfordGoogle Scholar
  37. Matsuura S (2008) On the relation between real earnings management and accounting earnings management: income smoothing perspective. J Int Bus Res 7(S3):63–77Google Scholar
  38. Mortal S, Reisel N (2013) Capital allocation by public and private firms. J Financ Quant Anal 48(1):77–103Google Scholar
  39. Nnadi M, Omoteso K, Yu Y (2015) Does regulatory environment affect earnings management in transitional economies? An empirical examination of the financial reporting quality of cross-listed firms of China and Hong Kong. Int Financ Rev 16:245–276Google Scholar
  40. Ohlson JA (1980) Financial ratios and the probabilistic prediction of bankruptcy. J Account Res 18(Spring):109–131Google Scholar
  41. Pincus M, Rajgopal G (2002) The interaction between accruals management and hedging: evidence from oil and gas firms. Account Rev 77(1):127–160Google Scholar
  42. Roychowdhury S (2006) Earnings management through real activities manipulation. J Account Econ 42(3):335–370Google Scholar
  43. Sanjaya IPS, Saragih FM (2012) The effect of real activities manipulation on accrual earnings management: the case in Indonesia Stock Exchange (IDX). J Mod Account Audit 9(8):1291–1300Google Scholar
  44. Sellami M (2016) The interaction between real and accrual-based earnings management: analysis based on the mandatory IFRS adoption. Int J Account Econ Stud 4(1):24–31Google Scholar
  45. Skinner D (1993) The investment opportunity set and accounting procedure choice. J Account Econ 16:407–445Google Scholar
  46. Skinner DJ, Sloan RG (2002) Earnings surprises, growth expectations and stock returns or don’t let an earnings torpedo sink your portfolio. Rev Account Stud 7:289–312Google Scholar
  47. Wang X (2014) New evidence on real earnings management: An international investigation. A thesis submitted to Auckland University of Technology available from: http://aut.researchgateway.ac.nz/bitstream/handle/10292/8863/PhD%20thesis%20Xuejun%20Wang.pdf?sequence=1, Accessed 15 Apr 2016
  48. Wooldridge JM (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge, p 735Google Scholar
  49. Zang AZ (2012) Evidence on the trade-off between real activities manipulation and accrual-based earnings management. Account Rev 87(2):675–703Google Scholar
  50. Zgarni I, Hlioui K, Zehri F (2012) The effect of audit committee characteristics on real activities manipulation in the Tunisian context. Int J Multidiscip Res 2(2):1–15Google Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.ISCAEManoubaTunisia

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