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Renaissance of Creative Accounting Due to the Pandemic: New Patterns Explored by Correspondence Analysis

Author

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  • Roman Blazek

    (Department of Economics, Faculty of Operation and Economics of Transport and Communications, University of Zilina, Univerzitná 8215/1, 010 26 Zilina, Slovakia)

  • Pavol Durana

    (Department of Economics, Faculty of Operation and Economics of Transport and Communications, University of Zilina, Univerzitná 8215/1, 010 26 Zilina, Slovakia)

  • Jakub Michulek

    (Department of Economics, Faculty of Operation and Economics of Transport and Communications, University of Zilina, Univerzitná 8215/1, 010 26 Zilina, Slovakia)

Abstract

The COVID-19 outbreak has rapidly affected global economies and the parties involved. There was a need to ensure the sustainability of corporate finance and avoid bankruptcy. The reactions of individuals were not routine, but covered a wide range of approaches to surviving the crisis. A creative way of accounting was also adopted. This study is primarily concerned with the behavior of businesses in the Visegrad Four countries between 2019 and 2021. The pandemic era was the driving force behind the renaissance of manipulation. Thus, the purpose of the article is to explore how the behavior of enterprises changed during the ongoing pandemic. The Beneish model was applied to reveal creative manipulation in the analyzed samples. Its M-score was calculated for 6113 Slovak, 153 Czech, 585 Polish, and 155 Hungarian enterprises. Increasing numbers of handling enterprises were confirmed in the V4 region. The dependency between the size of the enterprise and the occurrence of creative accounting was also proven. However, the structure of manipulators has been changing. Correspondence analysis specifically showed behavioral changes over time. Correspondence maps demonstrate which enterprises already used creative accounting before the pandemic in 2019. Then, it was noted that enterprises were influenced to modify their patterns in 2020 and 2021. The coronavirus pandemic had a significant potency on the use of creative accounting, not only for individual units, but for businesses of all sizes. In addition, the methodology may be applied for the investigation of individual sectors post-COVID.

Suggested Citation

  • Roman Blazek & Pavol Durana & Jakub Michulek, 2023. "Renaissance of Creative Accounting Due to the Pandemic: New Patterns Explored by Correspondence Analysis," Stats, MDPI, vol. 6(1), pages 1-20, March.
    • Handle: RePEc:gam:jstats:v:6:y:2023:i:1:p:25-430:d:1086644
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    References listed on IDEAS

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    1. Shah, Atul K., 1996. "Creative compliance in financial reporting," Accounting, Organizations and Society, Elsevier, vol. 21(1), pages 23-39, January.
    2. Katarina Valaskova & Tomas Kliestik & Lucia Svabova & Peter Adamko, 2018. "Financial Risk Measurement and Prediction Modelling for Sustainable Development of Business Entities Using Regression Analysis," Sustainability, MDPI, vol. 10(7), pages 1-15, June.
    3. Ibtihal A. Abed & Nazimah Hussin & Mostafa A. Ali & Hossam Haddad & Maha Shehadeh & Elina F. Hasan, 2022. "Creative Accounting Determinants and Financial Reporting Quality: Systematic Literature Review," Risks, MDPI, vol. 10(4), pages 1-25, April.
    4. Lucia Svabova & Katarina Kramarova & Dominika Chabadova, 2022. "Impact of the COVID-19 Pandemic on the Business Environment in Slovakia," Economies, MDPI, vol. 10(10), pages 1-22, October.
    5. Karol Tucki & Małgorzata Krzywonos & Olga Orynycz & Adam Kupczyk & Anna Bączyk & Izabela Wielewska, 2021. "Analysis of the Possibility of Fulfilling the Paris Agreement by the Visegrad Group Countries," Sustainability, MDPI, vol. 13(16), pages 1-21, August.
    6. 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.
    7. Ozkaya, Ata, 2014. "Creative accounting practices and measurement methods: Evidence from Turkey," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 8, pages 1-27.
    8. Roman Lacko & Zuzana Hajduová & Marcin Zawada, 2021. "The Efficiency of Circular Economies: A Comparison of Visegrád Group Countries," Energies, MDPI, vol. 14(6), pages 1-13, March.
    9. Reischmann, Markus, 2016. "Creative accounting and electoral motives: Evidence from OECD countries," Journal of Comparative Economics, Elsevier, vol. 44(2), pages 243-257.
    10. Maryam Mousavi & Grzegorz Zimon & Mahdi Salehi & Nina Stępnicka, 2022. "The Effect of Corporate Governance Structure on Fraud and Money Laundering," Risks, MDPI, vol. 10(9), pages 1-25, September.
    11. Dominika Gajdosikova & Katarina Valaskova & Tomas Kliestik & Veronika Machova, 2022. "COVID-19 Pandemic and Its Impact on Challenges in the Construction Sector: A Case Study of Slovak Enterprises," Mathematics, MDPI, vol. 10(17), pages 1-20, September.
    12. Tarmizi Achmad & Imam Ghozali & Imang Dapit Pamungkas, 2022. "Hexagon Fraud: Detection of Fraudulent Financial Reporting in State-Owned Enterprises Indonesia," Economies, MDPI, vol. 10(1), pages 1-16, January.
    13. Roman Blazek & Pavol Durana & Katarina Valaskova, 2020. "Creative Accounting as an Apparatus for Reporting Profits in Agribusiness," JRFM, MDPI, vol. 13(11), pages 1-19, October.
    14. Denich, Ervin & Hajdu, Dániel, 2021. "Measurement of Creative Accounting by Transparency and Disclosure Index (TDI) Method in Automobile Industry," Public Finance Quarterly, Corvinus University of Budapest, vol. 66(3), pages 381-396.
    15. Milesi-Ferretti, Gian Maria, 2004. "Good, bad or ugly? On the effects of fiscal rules with creative accounting," Journal of Public Economics, Elsevier, vol. 88(1-2), pages 377-394, January.
    16. Hirota, Haruaki & Yunoue, Hideo, 2022. "Fiscal rules and creative accounting: Evidence from Japanese municipalities," Journal of the Japanese and International Economies, Elsevier, vol. 63(C).
    17. Maria Kovacova & Tomas Kliestik & Katarina Valaskova & Pavol Durana & Zuzana Juhaszova, 2019. "Systematic review of variables applied in bankruptcy prediction models of Visegrad group countries," Oeconomia Copernicana, Institute of Economic Research, vol. 10(4), pages 743-772, December.
    18. Michal Pavlicko & Marek Durica & Jaroslav Mazanec, 2021. "Ensemble Model of the Financial Distress Prediction in Visegrad Group Countries," Mathematics, MDPI, vol. 9(16), pages 1-26, August.
    19. repec:eme:agjsr0:agjsr-03-2022-0001 is not listed on IDEAS
    20. Ewelina Kochanek, 2021. "The Energy Transition in the Visegrad Group Countries," Energies, MDPI, vol. 14(8), pages 1-13, April.
    21. Ewelina Kochanek, 2022. "The Role of Hydrogen in the Visegrad Group Approach to Energy Transition," Energies, MDPI, vol. 15(19), pages 1-18, October.
    22. Pankaj C. Patel & Mike G. Tsionas & Maria João Guedes, 2022. "Benford's law, small business financial reporting, and survival," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3301-3315, December.
    23. Lucia Michalkova & Martin Cepel & Katarina Valaskova & Zuzana Vincurova, 2022. "Earnings Quality and Corporate Life Cycle Before the Crisis. A Study of Transport Companies Across Europe," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(61), pages 782-782, August.
    24. Anja Plumeyer & Pascal Kottemann & Daniel Böger & Reinhold Decker, 2019. "Measuring brand image: a systematic review, practical guidance, and future research directions," Review of Managerial Science, Springer, vol. 13(2), pages 227-265, April.
    25. Omurgonulsen, Mine & Omurgonulsen, Ugur, 2009. "Critical thinking about creative accounting in the face of a recent scandal in the Turkish banking sector," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 20(5), pages 651-673.
    26. Katarina Valaskova & Peter Adamko & Katarina Frajtova Michalikova & Jaroslav Macek, 2021. "Quo Vadis, earnings management? Analysis of manipulation determinants in Central European environment," Oeconomia Copernicana, Institute of Economic Research, vol. 12(3), pages 631-669, September.
    27. Ilinova, Alina & Dmitrieva, Diana & Kraslawski, Andrzej, 2021. "Influence of COVID-19 pandemic on fertilizer companies: The role of competitive advantages," Resources Policy, Elsevier, vol. 71(C).
    28. Tha’er Amjed Mahmoud Ababneh & Mehmet Aga, 2019. "The Impact of Sustainable Financial Data Governance, Political Connections, and Creative Accounting Practices on Organizational Outcomes," Sustainability, MDPI, vol. 11(20), pages 1-16, October.
    29. Justyna Godawska & Joanna Wyrobek, 2021. "The Impact of Environmental Policy Stringency on Renewable Energy Production in the Visegrad Group Countries," Energies, MDPI, vol. 14(19), pages 1-23, September.
    30. Marek Nagy & Katarina Valaskova & Pavol Durana, 2022. "The Effect of CSR Policy on Earnings Management Behavior: Evidence from Visegrad Publicly Listed Enterprises," Risks, MDPI, vol. 10(11), pages 1-14, October.
    31. Dominika Gajdosikova & Katarina Valaskova & Pavol Durana, 2022. "Earnings Management and Corporate Performance in the Scope of Firm-Specific Features," JRFM, MDPI, vol. 15(10), pages 1-18, September.
    32. Lucia Svabova & Eva Nahalkova Tesarova & Marek Durica & Lenka Strakova, 2021. "Evaluation of the impacts of the COVID-19 pandemic on the development of the unemployment rate in Slovakia: counterfactual before-after comparison," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 16(2), pages 261-284, June.
    33. Ben-Ahmed, Kais & Ayadi, Imen & Hamad, Salah Ben, 2022. "COVID-19 impact on digital companies’ stock return: A dynamic data analysis," Finance Research Letters, Elsevier, vol. 46(PA).
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