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Heads and Tails of Earnings Management: Quantitative Analysis in Emerging Countries

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  • Pavol Durana

    (Faculty of Operation and Economics of Transport and Communications, Department of Economics, University of Zilina, 010 26 Zilina, Slovakia)

  • Katarina Valaskova

    (Faculty of Operation and Economics of Transport and Communications, Department of Economics, University of Zilina, 010 26 Zilina, Slovakia)

  • Darina Chlebikova

    (Faculty of Operation and Economics of Transport and Communications, Department of Economics, University of Zilina, 010 26 Zilina, Slovakia)

  • Vladislav Krastev

    (Department of Economics, South-West University, 2746 Blagoevgrad, Bulgaria)

  • Irina Atanasova

    (Department of Economics, South-West University, 2746 Blagoevgrad, Bulgaria)

Abstract

Earnings management is a globally used tool for long-term profitable enterprises and for the apparatus of reduction of bankruptcy risk in developed countries. This phenomenon belongs to the integral and fundamental part of their business finance. However, this has still been lax in emerging countries. The models of detections of the existence of earnings management are based on discretionary accrual. The goal of this article is to detect the existence of earnings management in emerging countries by times series analysis. This econometric investigation uses the observations of earnings before interest and taxes of 1089 Slovak enterprises and 1421 Bulgarian enterprises in financial modelling. Our findings confirm the significant existence of earnings management in both analyzed countries, based on a quantitative analysis of unit root and stationarity. The managerial activities are purposeful, which is proven by the existence of no stationarity in the time series and a clear occurrence of the unit root. In addition, the results highlight the year 2014 as a significant milestone of change in the development of earnings management in both countries, based on homogeneity analyses. These facts identify significant parallels between Slovak and Bulgarian economics and business finance.

Suggested Citation

  • Pavol Durana & Katarina Valaskova & Darina Chlebikova & Vladislav Krastev & Irina Atanasova, 2020. "Heads and Tails of Earnings Management: Quantitative Analysis in Emerging Countries," Risks, MDPI, vol. 8(2), pages 1-21, June.
    • Handle: RePEc:gam:jrisks:v:8:y:2020:i:2:p:57-:d:365894
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    as
    1. Hacker, Scott & Hatemi-J, Abdulnasser, 2010. "The Properties of Procedures Dealing with Uncertainty about Intercept and Deterministic Trend in Unit Root Testing," Working Paper Series in Economics and Institutions of Innovation 214, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    2. 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.
    3. Kaplan, Robert S., 1985. "Evidence on the effect of bonus schemes on accounting procedure and accrual decisions," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 109-113, April.
    4. Ladislav Vagner, 2017. "Facility Management as a Partner of Cost Controlling at Costs Optimization in the Selected Enterprise," Springer Proceedings in Business and Economics, in: David Procházka (ed.), New Trends in Finance and Accounting, chapter 0, pages 621-629, Springer.
    5. Guay, WR & Kothari, SP & Watts, RL, 1996. "A market-based evaluation of discretionary accrual models," Journal of Accounting Research, Wiley Blackwell, vol. 34, pages 83-105.
    6. Hans B. Christensen & Edward Lee & Martin Walker & Cheng Zeng, 2015. "Incentives or Standards: What Determines Accounting Quality Changes around IFRS Adoption?," European Accounting Review, Taylor & Francis Journals, vol. 24(1), pages 31-61, May.
    7. Sosnowski Tomasz & Wawryszuk-Misztal Anna, 2019. "Board characteristics and earnings forecasts accuracy in IPO prospectuses," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(1), pages 25-39, March.
    8. Jushan Bai & Serena Ng, 2005. "Tests for Skewness, Kurtosis, and Normality for Time Series Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 49-60, January.
    9. Tomasz Sosnowski & Anna Wawryszuk-Misztal, 2019. "Diversity on management and supervisory board and accuracy of management earnings forecasts in IPO prospectuses," Ekonomia i Prawo, Uniwersytet Mikolaja Kopernika, vol. 18(3), pages 347-363, September.
    10. Steven Young, 1999. "Systematic Measurement Error in the Estimation of Discretionary Accruals: An Evaluation of Alternative Modelling Procedures," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(7&8), pages 833-862.
    11. Stoyan Tanchev, 2019. "Tax structure and economic growth: empirical evidence from Bulgaria," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 5, pages 24-41,42-58.
    12. 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.
    13. Anis Ben Amar & Salma Chakroun, 2018. "Do dimensions of corporate social responsibility affect earnings management?," Journal of Financial Reporting and Accounting, Emerald Group Publishing Limited, vol. 16(2), pages 348-370, June.
    14. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    15. 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.
    16. Leybourne, Stephen J. & C. Mills, Terence & Newbold, Paul, 1998. "Spurious rejections by Dickey-Fuller tests in the presence of a break under the null," Journal of Econometrics, Elsevier, vol. 87(1), pages 191-203, August.
    17. Lucia Svabova & Marek Durica, 2019. "Being an outlier: a company non-prosperity sign?," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 14(2), pages 359-375, June.
    18. Pavol Kral & Viera Valjaskova & Katarina Janoskova, 2019. "Quantitative approach to project portfolio management: proposal for Slovak companies," Oeconomia Copernicana, Institute of Economic Research, vol. 10(4), pages 797-814, December.
    19. Ashiqur Rahman & Jaroslav Belas & Tomas Kliestik & Ladislav Tyll, 2017. "Collateral requirements for SME loans: empirical evidence from the Visegrad countries," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(4), pages 650-675, July.
    20. Jean-Marie Dufour & Abdeljelil Farhat & Lucien Gardiol & Lynda Khalaf, 1998. "Simulation-based finite sample normality tests in linear regressions," Econometrics Journal, Royal Economic Society, vol. 1(Conferenc), pages 154-173.
    21. K. Peasnell & P. Pope & S. Young, 2000. "Detecting earnings management using cross-sectional abnormal accruals models," Accounting and Business Research, Taylor & Francis Journals, vol. 30(4), pages 313-326.
    22. Guay, W. & Kothari, S.P. & Watts, R.L., 1996. "A Market-Based Evaluation of Discretionary-Accrual Models," Papers 96-01, Rochester, Business - Financial Research and Policy Studies.
    23. 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.
    24. Rodríguez-Pérez, Gonzalo & van Hemmen, Stefan, 2010. "Debt, diversification and earnings management," Journal of Accounting and Public Policy, Elsevier, vol. 29(2), pages 138-159, March.
    25. 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.
    26. Degeorge, Francois & Patel, Jayendu & Zeckhauser, Richard, 1999. "Earnings Management to Exceed Thresholds," The Journal of Business, University of Chicago Press, vol. 72(1), pages 1-33, January.
    27. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    28. White, Ge, 1970. "Discretionary Accounting Decisions And Income Normalization," Journal of Accounting Research, Wiley Blackwell, vol. 8(2), pages 260-273.
    29. Vicente Pina & María José Arcas & Caridad Martí, 2012. "Accruals and ‘accounting numbers management’ in UK executive agencies," Public Money & Management, Taylor & Francis Journals, vol. 32(4), pages 273-280, July.
    30. Kathleen Andries & Martine Cools & Steve Van Uytbergen, 2017. "To Shift or Not To Shift? Intertemporal Income Shifting as a Response to the Risk Capital Allowance Introduction in Belgium," European Accounting Review, Taylor & Francis Journals, vol. 26(3), pages 531-559, July.
    31. Beneish, Messod D., 1997. "Detecting GAAP violation: implications for assessing earnings management among firms with extreme financial performance," Journal of Accounting and Public Policy, Elsevier, vol. 16(3), pages 271-309.
    32. Dascher, Pe & Malcom, Re, 1970. "Note On Income Smoothing In Chemical Industry," Journal of Accounting Research, Wiley Blackwell, vol. 8(2), pages 253-259.
    33. Joanna Lizińska & Leszek Czapiewski, 2018. "Towards Economic Corporate Sustainability in Reporting: What Does Earnings Management around Equity Offerings Mean for Long-Term Performance?," Sustainability, MDPI, vol. 10(12), pages 1-23, November.
    34. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    35. Dopuch, N & Drake, Df, 1966. "Effect Of Alternative Accounting Rules For Nonsubsidiary Investments," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 192-219.
    36. Nurlan Orazalin & Rassul Akhmetzhanov, 2019. "Earnings management, audit quality, and cost of debt: evidence from a Central Asian economy," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 34(6), pages 696-721, May.
    37. Andrzej Piosik & Ewa Genge, 2019. "The Influence of a Company’s Ownership Structure on Upward Real Earnings Management," Sustainability, MDPI, vol. 12(1), pages 1-24, December.
    38. Tomasz Sosnowski, 2018. "Earnings management in the private equity divestment process on Warsaw Stock Exchange," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 13(4), pages 689-705, December.
    39. Steven Young, 1999. "Systematic Measurement Error in the Estimation of Discretionary Accruals: An Evaluation of Alternative Modelling Procedures," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(7‐8), pages 833-862, September.
    40. Bera, Anil K. & Jarque, Carlos M., 1981. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals : Monte Carlo Evidence," Economics Letters, Elsevier, vol. 7(4), pages 313-318.
    41. John Elder & Peter E. Kennedy, 2001. "Testing for Unit Roots: What Should Students Be Taught?," The Journal of Economic Education, Taylor & Francis Journals, vol. 32(2), pages 137-146, January.
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    2. Vladan Pavlovic & Goranka Knezevic & Radica Bojicic, 2022. "The Impact of Gender and Age on Earnings Management Practices of Public Enterprises – A Case Study of Belgrade," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 130-148.
    3. Tomas Kliestik & Alena Novak Sedlackova & Martin Bugaj & Andrej Novak, 2022. "Stability of profits and earnings management in the transport sector of Visegrad countries," Oeconomia Copernicana, Institute of Economic Research, vol. 13(2), pages 475-509, June.
    4. Mihai Carp & Leontina Păvăloaia & Constantin Toma & Iuliana Eugenia Georgescu & Mihai-Bogdan Afrăsinei, 2020. "Companies’ Sustainable Growth, Accounting Quality, and Investments Performances. The Case of the Romanian Capital Market," Sustainability, MDPI, vol. 12(22), pages 1-16, November.

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