Earnings management model for Visegrad Group as an immanent part of creative accounting

• Authors: Mária Kováčová , Lenka Hrosova , Pavol Durana , Jakub Horak

Abstracts

EN

Research background: Creative accounting practices do not frequently violate the law and are not considered illegal; however, accounting managers may exploit legal ambiguities to portray the company's financial standing in accordance with management preferences. Therefore, the analysis is focused on the detection of earnings management in companies operating in the Visegrad Group, which represents one of the most commonly used techniques for revealing creative accounting. Purpose of the article: The aim of the presented study is to reveal the presence of creative accounting through the detection of earnings management in the countries of the Visegrad Group and, based on the detected results, to propose a regression model of earnings management in the Visegrad Group. Methods: To reveal the use of creative accounting in the Visegrad Group, ten selected models of earnings management were applied during the period 2016-2020 to a set of 8,134 companies. The Mann-Whitney test and multiple linear regression were used to verify the existence of earnings management. These findings served as the basis for the creation of the linear regression model of earnings management in the Visegrad Group. Findings & value-added: The presence of earnings management was best captured by the Hribar and Collins model in companies operating in the Visegrad Group in the period 2016-2020. The findings also confirmed that positive discretionary accruals acquired higher values over the entire period when compared to negative discretionary accruals, confirming that companies in the surveyed group manage their profits primarily by increasing them. Therefore, we created a regression model, that can serve as a unique basis and is capable of revealing the use of earnings management in the Visegrad Group, as until now nothing like this has been implemented in these countries. In conclusion, this study offers insights for academicians and researchers on creative accounting in the selected period. Lastly, the study contributes to the existing theory by conducting new research on the earnings management determinants of the countries studied.

Keywords

EN

creative accounting; central Europe countries; model of creative accounting; regression analysis

• Publisher: Instytut Badań Gospodarczych
• Journal: Oeconomia Copernicana
• Year: 2022
• Volume: 13
• Issue: 4
• Pages: 1143-1176

Dates

published

2022

Contributors

author

Mária Kováčová

• University of Zilina

• https://orcid.org/0000000320816835

author

Lenka Hrosova

• University of Zilina

• https://orcid.org/0000000297434934

author

Pavol Durana

• University of Zilina

• https://orcid.org/0000000159751958

author

Jakub Horak

• School of Expertness and Valuation Institute of Technology and Business in Ceske Budejovice

• https://orcid.org/0000000163649745

References

• Ababneh, T. A. M., & Aga, M. (2019). The impact of sustainable financial data governance, political connections, and creative accounting practices on organ-izational outcomes. Sustainability, 11, 5676. doi: 10.3390/su11205676.
• Abdullah, Y., & Nabar, S. (2022). Accrual earnings management: do Chief Finan-cial Officer power and career horizon matter? Journal of Corporate Account-ing & Finance. Advance online publication. doi: 10.1002/jcaf.22573.
• Abed, I. A., Hussin, N., Haddad, H., Al-Ramahi, N. M., & Ali, M. A. (2022a). The moderating effects of corporate social responsibility on the relationship be-tween creative accounting determinants and financial reporting quality. Sustainability, 14, 1195. doi: 10.3390/su14031195.
• Abed, I. A., Hussin, N., Haddad, H., Al-Ramahi, N. M., & Ali, M. A. (2022b). The moderating impact of the audit committee on creative accounting determina-tion and financial reporting quality in Iraqi commercial banks. Risks, 10, 77. doi: 10.3390/risks10040077.
• Abed, I. A., Hussin, N., Ali, M. A., Haddad, H., Maha, S., & Hasan, E. F. (2022c). Creative accounting determinants and financial reporting quality: systematic literature review. Risks, 10, 76. doi: 10.3390/risks10040076.
• Adamikova, E., & Corejova, T. (2021). Creative accounting and the possibility of its detection in the evaluation of the company by expert. Journal of Risk and Financial Management 14(7), 327. doi: 10.3390/jrfm14070327.
• Afifa, A. M., Saleh, I., Al-shoura, A., & Vo Van, H. (2022). Nexus among board characteristics, earnings management and dividend payout: evidence from an emerging market. International Journal of Emerging Markets. Advance online publication. doi: 10.1108/IJOEM-12-2021-1907.
• Akpanuko, E. E., & Umoren, N. J. (2018). The influence of creative accounting on the credibility of accounting reports. Journal of Financial Reporting and Accounting, 16(2), 292?310. doi: 10.1108/JFRA-08-2016-0064.
• Altarawneh, M., Shafie, R., Ishak, R., & Ghaleb, B. A. A. (2022). Chief executive officer characteristics and discretionary accruals in an emerging economy. Cogent Business & Management, 9(1), 2024117. doi: 10.1080/23311975.2021. 2024117.
• Biswas, S., Bhattacharya, M., Sadarangani, P. H., & Jin, J. Y. (2022). Corporate governance and earnings management in banks: an empirical evidence from India. Cogent Economics & Finance, 10(1), 2085266. doi: 10.1080/23322039.20 22.2085266.
• Boll, D., Müller, H., & Sidki, M. (2022). Determining the drivers of earnings management among municipal enterprises: evidence from Germany. Public Money & Management. Advance online publication. doi: 10.1080/09540962.2022.207 6515.
• Callao, S., Jarne, J. I., & Wroblewski, D. (2017). Detecting earnings management investigation on different models measuring earnings management for emerg-ing eastern European countries. International Journal of Research, 5(11), 222-259. doi: 10.5281/zenodo.1095448.
• Cannon, J. N., Lamboy-Ruiz, M. A., & Watanabe, O. V. (2022). Ownership type and earnings management in U.S. hospitals. Advances in Accounting, 58. 100612. doi: 10.1016/ j.adiac.2022.100612.
• Chouaibi, Y., & Zouari, G. (2022). The mediating role of real earnings manage-ment in the relationship between CSR practices and cost of equity: evidence from European ESG data. EuroMed Journal of Business. Advance online pub-lication. doi: 10.1108/EMJB-12-2021-0183.
• Demirkan, I., Demirkan, S., & Kiessling, T. S. (2022). Strategic decision making of top management: earnings management and corporate acquisitions. IEEE Transactions on Engineering Management, 69(4), 963. doi: 10.1109/TEM.20 20.2965170.
• Drabkova, Z., & Pech, M. (2022). Comparison of creative accounting risks in small enterprises: the different branches perspective. E&M Economics and Management, 25(1), 113?129. doi: 10.15240/tul/001/2022-1-007.
• Durana, P., & Bacik, R. (2021). Earnings management: local or global phenome-non in the Visegrad Four? Proceedings of Globalization and Its Socio-economic Consequences, 92, 1?9. doi: 10.1051/shsconf/20219202015.
• Durana, P., Blazek, R., Machova, V., & Krasnan, M. (2022). The use of Beneish M-scores to reveal creative accounting: evidence from Slovakia. Equilibrium. Quarterly Journal of Economics and Economic Policy, 17(2), 481?510. doi: 10.24136/eq.2022.017.
• Durana, P., Ginevicius, R., Urbanski, M., Podhorska, I., & Tumpach, M. (2021a). Parallels and differences in earnings management of the Visegrad four and the Baltics. Journal of Competitiveness Review, 13(3), 39?55. doi: 10.7441/joc. 2021.03.03.
• Durana, P., Michalkova, L., Privara, A., Marousek, J., & Tumpach, M. (2021b). Does the life cycle affect earnings management and bankruptcy? Oeconomia Copernicana, 12(2), 425?461. doi: 10.24136/oc.2021.015.
• Durana, P., Perkins, N., & Valaskova, K. (2021c). Artificial intelligence data-driven internet of things systems, real-time advanced analytics, and cyber-physical production networks in sustainable smart manufacturing. Economics, Management, and Financial Markets, 16(1), 20?30. doi: 10.22381/emfm16120 212.
• Fera, P., Moscariello, N., Pizzo, M., & Ricciardi, G. (2022). The relationship between minority directors and earnings management: an empirical analysis in the Italian institutional setting. Corporate Governance. Advance online publication. doi: 10.1108/CG-06-2021-0224.
• Fu, X., Xu, Y., Zhou, F., & Zhao, L. (2022). The influence of covid-19 pandemic on management earnings forecasts. Frontier in Psychology, 13, 918560. doi: 10.3389/fp syg.2022.918560.
• Githaiga, P. N., Kabete, P. M., & Bonareri, T. C. (2022). Board characteristics and earnings management. Does firm size matter? Cogent Business & Manage-ment, 9(1), 2088573. doi: 10.1080/23311975.2022.2088573.
• Guo, H., Wang, Y., Wang, B., & Ge, Y. (2022). Does prospectus AE affect IPO underpricing? A content analysis of the Chinese stock market. International Review of Economics and Finance, 82, 1?12. doi: 10.1016/j.iref.2022.06.001.
• Hammami, A., & Zadeh, M. H. (2022). Predicting earnings management through machine learning ensemble classifiers. Journal of Forecasting. Advance online publication. doi: 10.1002/for.2885.
• Han, M., Ding, A., & Zhang, H. (2022). Foreign ownership and earnings manage-ment. International Review of Economics and Finance, 80, 114?133. doi: 10.1016/j.iref.2022.02.074.
• Hirota, H., & Yunoue, H. (2022). Fiscal rules and creative accounting: evidence from Japanese municipalities. Journal of The Japanese and International Economies, 63, 101172. doi: 10.1016/j.jjie.2021.101172.
• Imhanzenobe, J. (2022). Value relevance and changes in accounting standards: a review of the IFRS adoption literature. Cogent Business & Management, 9(1), 2039057. doi: 10.1080/23311975.2022.2039057.
• Islam, R. M., Haque, Z. M., & Moutushi, R. H. (2022). Earnings quality and fi-nancial flexibility: a moderating role of corporate governance. Cogent Busi-ness & Management, 9(1), 2097620. doi: 10.1080/23311975.2022.2097620.
• Kaya, C. T., & Turegun, N. (2017). Associations between earnings management manipulation types and debt contracts, political costs and characteristics of board of directors. International Journal of Academic Research in Accounting, Finance and Management Sciences, 7(2), 208?214. doi: 10.6007/IJARAFMS/v 7-i2/2995.
• Khenissi, M., Jahmane, A., & Hofaidhllaoui, M. (2022). Does the introduction of CSR criteria into CEO incentive pay reduce their earnings management? The case of companies listed in the SBF 120. Finance Research Letters, 48, 102880. doi: 10.1016/j.frl.2022.102880.
• Khuong, N. V., Anh, L. H. T., & Hong Van, N. T. (2022). Firm life cycle and earnings management: the moderating role of state ownership. Cogent Eco-nomics & Finance, 10(1), 2085260. doi: 10.1080/23322039.2022.2085260.
• Kliestik, T., Belas, J., Valaskova, K., Nica, E., & Durana, P. (2021). Earnings management in V4 countries: the evidence of earnings smoothing and inflat-ing. Economic Research ? Ekonomska Istraživanja, 34(1), 1452?1470. doi: 10.108 0/1331677X.2020.1831944.
• Kliestik, T., Novak Sedlackova, A., Bugaj, M., & Novak, A. (2022a). Stability of profits and earnings management in the transport sector of Visegrad countries. Oeconomia Copernicana, 13(2), 475?509. doi: 10.24136/oc.2022.015.
• Kliestik, T., Valaskova, K., Nica, E., Kovacova, M., & Lazaroiu, G. (2020). Ad-vanced methods of earnings management: monotonic trends and change-points under spotlight in the Visegrad countries. Oeconomia Copernica-na, 11(2), 371?400. doi: 10.24136/oc.2020.016.
• Kliestik, T., Zvarikova, K., & Lazaroiu, G. (2022b). Data-driven machine learning and neural network algorithms in the retailing environment: consumer en-gagement, experience, and purchase behaviors. Economics, Management, and Financial Markets, 17(1), 57?69. doi: 10.22381/emfm17120224.
• Koutoupis, A. G., & Davidopoulos, L. G. (2022). Dividend policy and earnings management: evidence from the U.S. aerospace and defence industry. Defence and Peace Economics. Advance online publication. doi: 10.1080/10242694.202 2.2079282.
• Kovacova, M., Machova, V., & Bennett, D. (2022). Immersive extended reality technologies, data visualization tools, and customer behavior analytics in the metaverse commerce. Journal of Self-Governance and Management Economics, 10(2), 7?21. doi: 10.22381/jsme10220221.
• Kowo, S. A., & Akinbola, O. A. (2019). Strategic leadership and sustainability performance of small and medium enterprises. Ekonomicko-manazerske Spektrum, 13(1), 38?50. doi: 10.26552/ems.2019.1.38-50.
• Le, T. D., & Trinh, T. (2022). Distracted analysts and earnings management. Finance Research Letters, 49, 103038. doi: 10.1016/j.frl.2022.103038.
• Li, Y., Zhang, W., Urquhart, A., & Wang, P. (2022a). The unintended conse-quence of social media criticisms: an earnings management perspective. Eu-ropean Journal of Finance. Advance online publication. doi: 10.1080/1351847X.2022 .2097885.
• Li, W., Chen, L., & Sheng, P. (2022b). The tone from above: does tunnelling by ultimate owners impinge on the relations between managerial compensation and earnings management? Australian Economic Papers. Advance online pub-lication. doi: 10.1111/1467-8454.12270.
• Lin, H., Tao, X., & Wu, Ch. (2022). Forecasting earnings with combination of analyst forecasts. Journal of Empirical Finance, 68, 133?159. doi: 10.1016/j.je mpfin.2022.07.003.
• Lin, Z., & Wang, L. (2022). Analyst following, financial constraint, and audit opinion shopping: from the perspective of earning management. Journal of International Financial Management & Accounting. Advance online publica-tion. doi: 10.1111/jifm.12163.
• Malkogianni, I., & Cohen, S. (2022). Earnings management in public hospitals: the case of Greek state-owned hospitals. Public Money & Manage-ment. Advance online publication. doi: 10.1080/09540962.2022.2071005.
• Mnif, Y., & Slimi, I. (2022). Former auditors on the audit committee and earnings management: evidence from African banks. Accounting & Finance. Advance online publication. doi: 10.1111/acfi.12973.
• Olojede, P., & Erin, O., (2021). Corporate governance mechanisms and creative accounting practices: the role of accounting regulation. International Journal of Disclosure and Governance, 18, 207?222. doi: 10.1057/s41310-021-00106-4.
• Piosik, A., & Genge, E. (2020). The influence of a company?s ownership structure on upward real earnings management. Sustainability, 12(1), 152. doi: 10.3390/ su12010152.
• Popli, M., Raithatha, M., & Goyal, L., (2022). Avoiding the risk of de-legitimation: Impact of internationalization on earnings management of emerging market firms. Finance Research Letters, 48, 102979. doi: 10.1016/j.frl.2022.102979.
• Renu, A., & Nishant, S. (2020). Creative accounting: an interaction of HR and accounting. Journal of Indian Management & Strategy, 25(1), 19?27. doi: 10.5958/0973-9343.2020.00003.4.
• Rueangsuwan, S., & Jevasuwan, S. (2022). Earnings management in times of natural disasters. Journal of Financial Reporting and Accounting. Advance online publication. doi: 10.1108/JFRA-10-2021-0377.
• Safta, I. L., Achim, M. V., & Borlea, S. N. (2020). Manipulation of financial statements through the use of creative accounting. Case of Romanian compa-nies. Studia Universitatis ?Vasile Goldis? Arad ? Economics Series, 30(3), 90-107. doi: 10.2478/sues-2020-0019.
• Saleh, M. M. A., Jawabreh, O., & Abu-Eker, E. F. M. (2021). Factors of applying creative accounting and its impact on the quality of financial statements in Jordanian hotels, sustainable practices. Journal of Sustainable Finance & Investment. Advance online publication. doi: 10.1080/20430795.2021.1962662.
• Skoda, M., Lengyelfalusy, T., & Gabrhelová, G. (2017). Creative accounting practicies in Slovakia after passing financial crisis. Copernican Journal of Fi-nance & Accounting, 6(2), 71?86. doi: 10.12775/CJFA.2017.012.
• Son, M. H., & Jeong, K. (2022). The informational role of aggregate accounting earnings and their components in predicting GDP growth ? evidence from Ko-rea. Cogent Business & Management, 9(1), 2096800 doi: 10.1080/23311975. 2022.2096800.
• Svabova, L., Kramarova, K., Chutka, J., & Strakova, L. (2020). Detecting earnings manipulation and fraudulent financial reporting in Slovakia. Oeconomia Copernicana, 11(3), 485?508. doi: 10.24136/oc.2020.020.
• Valaskova, K., Adamko, P., Frajtova Michalikova, K., & Macek, J. (2021a). Quo Vadis, earnings management? Analysis of manipulation determinants in Cen-tral European environment. Oeconomia Copernicana, 12(3), 631?669. doi: 10.2413 6/oc.2021.021.
• Valaskova, K., Androniceanu, A-M., Zvarikova, K., & Olah, J. (2021b). Bonds between earnings management and corporate financial stability in the context of the competitive ability of enterprises. Journal of Competitiveness, 13(4), 167?184. doi: 10.7441/joc.2021.04.10.
• Valaskova, K., & Durana, P. (2020). Global context of disparities in earnings management among enterprises: evidence from Slovakia. Proceedings of Globalization and Its Socio-economic Consequences, 74, 1?9. doi: 10.1051/s hsconf/20207401034.
• Viana, D. B. C., Lourenço, I. M. E. C., & Paulo, E. (2022). The effect of IFRS adoption on accrual-based and real earnings management: emerging markets' perspective. Journal of Accounting in Emerging Economies. Advance online publication. doi: 10.1108/JAEE-05-2021-0172.
• Virglerova, Z., Homolka, L., Smrcka, L., Lazanyi, K., & Kliestik, T. (2017). Key determinants of the quality of business environment of SMEs in the Czech Republic. E & M Ekonomie a management, 20(2), 87?101. doi: 10.15240/tul/001 /2017-2-007.
• Zhong, X., Ren, L., & Wu, X. (2022). Founder domination, industry environment, and family firms' earnings management. Baltic Journal of Management. Ad-vance online publication. doi: 10.1108/BJM-09-2021-0360.
• Zvarikova, K., Rowland, M., & Krulicky, T. (2021). Sustainable industry 4.0 wireless networks, smart factory performance, and cognitive automation in cyber-physical system-based manufacturing. Journal of Self-Governance and Management Economics, 9(4), 9?21. doi: 10.22381/jsme9420211.

Identifiers

DOI

10.24136/oc.2022.033

Biblioteka Nauki

19322663