Tax evasion in the EU countries following a predictive analysis and a forecast model for Slovakia
DOI:
https://doi.org/10.24136/oc.2021.023Keywords:
sustainable economic development, tax evasion, VAT gap, predictive statistical model, forecastingAbstract
Research background: Tax evasion is an urgent challenge for governments, as reaching sufficient level of tax revenues enable adequate sustainable economic development. The motivation for the research was thus the identification of the situation in the EU countries.
Purpose of the article: The main research objective was to identify the extent of tax evasion in the EU countries, with a subsequent specific focus on the econometric predictive models and a forecast of their future development in the case of Slovakia as the poorest performing country of the V4 in this area.
Methods: The research was primarily based on testing selected statistical indicators in the field of tax evasions expressed on the basis of the VAT gap. The data for the research was obtained from the EUROSTAT database and the international system VIES for the period between 2000 and 2017. In addition to panel graphs, the research hypotheses were tested primarily using a cluster analysis, t-test, time series analysis, and an analysis of the time series trend with 4 basic models: linear trend, quadratic trend, growth curve model, and S-curve model. On the basis of the Mean Absolute Percentage Error (MAPE), the S-Curve model was selected as the determining model of predicting tax evasion.
Findings & value added: Based on the results of the cluster analysis, the EU countries were divided into five reference groups by the VAT gap value, using the VAT gap percentage share on the overall GDP value. The research also provides a unique methodological framework and a unique econometric model for predicting the future VAT gap in Slovakia as the poorest performing country of the V4 in this area, which is applicable to other V4 and EU countries. The research results also enable policy-makers in the EU countries and specifically also in Slovakia and other V4 countries to compare themselves explicitly with the reference countries of the EU in terms of tax evasion and subsequently adopt adequate measures to improve the effectiveness and performance in this field.
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References
Alm, J. (2021). Tax evasion, technology, and inequality. Economics of Governance. Advance online publication. doi: 10.1007/s10101-021-00247-w.
DOI: https://doi.org/10.1007/s10101-021-00247-w
View in Google Scholar
Andrejovská, A., Konečná, V., & Hakalová, J. (2020). VAT gaps a tool for measuring VAT evasion in the EU countries. Ad Alta: Journal of Interdisciplinary Research, 10(2), 8?13.
DOI: https://doi.org/10.33543/1002813
View in Google Scholar
Armstrong, C. S., Blouin, J. L., Jagolinzer, A. D., & Larcker, D. F. (2015). Corporate governance, incentives, and tax avoidance. Journal of Accounting and Economics, 60(1), 1?17. doi: 10.1016/j.jacceco.2015.02.003.
DOI: https://doi.org/10.1016/j.jacceco.2015.02.003
View in Google Scholar
Arnold, J. M., Brys, B., Heady, C., Johansson, ?., Schwellnus, C., & Vartia, L (2011). Tax policy for economic recovery and growth. Economic Journal, 121(550), F59?F80.
DOI: https://doi.org/10.1111/j.1468-0297.2010.02415.x
View in Google Scholar
Barbu, D. C. (2020). Use of data analysis techniques in the process of identifying tax evasion. Romanian Journal of information Technology and Automatic Control-Revista Romana de Informatica si Automatica, 30(4), 39?50. doi: 10.33436/v30i4y202003.
DOI: https://doi.org/10.33436/v30i4y202003
View in Google Scholar
Brederode, F. (2009). Systems of general sales taxation: theory, policy and practice. Kluwer Law International.
View in Google Scholar
Bucci, V. (2020). Presumptive taxation methods: a review of the empirical literature. Journal of Economic Surveys, 34(2), 372?397. doi: 10.1111/joes.12304.
DOI: https://doi.org/10.1111/joes.12304
View in Google Scholar
Castro, G. A., & Camarillo, D. B. R. (2014). Determinants of tax revenue in OECD countries over the period 2001?2011. Contaduría y administración, 59(3), 35?59. doi: 10.1016/S0186-1042(14)71265-3.
DOI: https://doi.org/10.1016/S0186-1042(14)71265-3
View in Google Scholar
Cherian, J., Umar, M., Thu, P. A., Nguyen-Trang, T., Sial, M. S., & Khuong, N. V. (2019). Does corporate social responsibility affect the financial performance of the manufacturing sector? Evidence from an emerging economy. Sustainability, 11, 1182. doi: 10.3390/su11041182.
DOI: https://doi.org/10.3390/su11041182
View in Google Scholar
Dabla-Norris, M. E., Misch, F., Cleary, M. D., Khwaja, M. (2017). Tax administration and firm performance: new data and evidence for emerging market and developing economies. International Monetary Fund.
DOI: https://doi.org/10.5089/9781475595147.001
View in Google Scholar
Dobrovič, J., Gombár, M., & Benková, E. (2017). Sustainable development activities aimed at combating tax evasion in Slovakia. Journal of Security and Sustainability Issues, 6(4), 761?772. doi: 10.9770/jssi.2017.6.4(19).
DOI: https://doi.org/10.9770/jssi.2017.6.4(19)
View in Google Scholar
Dobrovič, J., Rajnoha, R., & Korauš, A. (2018). Effectiveness and performance of tax system in Slovak Republic in terms of its key non-macroeconomics factors. Oeconomia Copernicana, 9(4), 617?634. doi: 10.24136/oc.2018.030.
DOI: https://doi.org/10.24136/oc.2018.030
View in Google Scholar
Durán-Cabré, J. M., Esteller-Moré, A., Mas-Montserrat, M., & Salvadori, L. (2018). La brecha fiscal: estudio y aplicación a los impuestos sobre la riqueza. EB Working Paper, 2018/15.
DOI: https://doi.org/10.2139/ssrn.3263975
View in Google Scholar
European Commission (2016). The concept of tax gaps: report on VAT gap estimations, Fiscalis VAT Project Group (FPG/041). Retrieved form https://ec.euro pa.eu/info/statistics/search-eurostat-statistics_sk.
View in Google Scholar
European Commission (2017). Towards a single EU VAT area-time to act group. 706 final. European Commission.
View in Google Scholar
European Commission (2020). Study and reports on the VAT gap in the EU?28 member states. Final Report. European Commission.
View in Google Scholar
Gallemore, J., & Labro, E. (2015). The importance of the internal information environment for tax avoidance. Journal of Accounting and Economics, 60(1), 149?167. doi: 10.1016/j.jacceco.2014.09.005.
DOI: https://doi.org/10.1016/j.jacceco.2014.09.005
View in Google Scholar
Gudinavičius, A. (2020). Changing taxpayers? beliefs with information that enables to make sense of taxes: the case of Lithuania. Information Research ? an International Electronic Journal, 25(4), irisic2019, doi: 10.47989/irisic2019.
DOI: https://doi.org/10.47989/irisic2019
View in Google Scholar
Harutyunyan, V. L. (2017). Practice of changing the image of tax and customs officers of developed and developing countries. American Journal of Sociology, 122, 6(2), 2355?2367.
View in Google Scholar
Herbain, C. A. (2018). Fighting VAT fraud and enhancing VAT collection in a digitalized environment. Intertax, 46(6-7), 579?583.
DOI: https://doi.org/10.54648/TAXI2018060
View in Google Scholar
Javorcik, B. S., & Narciso, G. (2008). Differentiated products and evasion of import tariffs. Journal of International Economics, 76(2), 208?222.
DOI: https://doi.org/10.1016/j.jinteco.2008.07.002
View in Google Scholar
Kasnauskien?, G., & Krimisierait?, J. (2015). Using MIMIC models to examine determinants of VAT gap in Lithuania. Organizations and markets in emerging economies, 6(1), 107?126. doi: 10.15388/omee.2015.6.1.14230.
DOI: https://doi.org/10.15388/omee.2015.6.1.14230
View in Google Scholar
Kot, S., Štefko, R., Dobrovič, J., Rajnoha, R., & Váchal, J. (2019). The main performance and effectiveness factors of sustainable financial administration reform using multidimensional statistical tools. Sustainability, 11(13), 3609. doi: 10.3390/su11133609.
DOI: https://doi.org/10.3390/su11133609
View in Google Scholar
Kowal, A., & Przekota, G. (2021). VAT Efficiency - a discussion on the VAT system in the European Union. Sustainability, 13(9), 4768. doi: 10.3390/su130 94768.
DOI: https://doi.org/10.3390/su13094768
View in Google Scholar
Majerová, I. (2016). The impact of some variables on the VAT gap in the member states of the European Union company. Oeconomia Copernicana, 7(3), 339?355. doi: 10.12775/OeC.2016.020.
DOI: https://doi.org/10.12775/OeC.2016.020
View in Google Scholar
Mamede de Andrade, E., Rodrigues, L. L., & Cosenza, J. P. (2020). Corporate behavior: an exploratory study of the Brazilian tax management from a corporate social responsibility perspective. Sustainability, 12, 4404. doi: 10.3390/su1 2114404.
DOI: https://doi.org/10.3390/su12114404
View in Google Scholar
Mažáry, M. (2014). An overview of the controls and efficiency carried out by the tax authorities for the period 2008?2012. Bratislava: Financial Administration of the Slovak Republic.
View in Google Scholar
Mishra, P., Subramanian, A., & Topalova, P. (2008). Tariffs, enforcement, and customs evasion: evidence from India. Journal of Public Economics, 92(10-11), 1907?1925. doi: 10.1016/j.jpubeco.2008.04.017.
DOI: https://doi.org/10.1016/j.jpubeco.2008.04.017
View in Google Scholar
Mocanu, M., Constantin, S. B., & Răileanu, V. (2020). Determinants of tax avoidance?evidence on profit tax-paying companies in Romania. Economic Research-Ekonomska Istraživanja. Advance online publication. doi: 10.1080/1 331677X.2020.1860794.
View in Google Scholar
Murray, J. (2019). What is the difference between tax avoidance and tax evasion? Retrieved from https://www.thebalance.com/tax-avoidance-vs-evasion-397671. (18.03.2017).
View in Google Scholar
Nikulin, D. (2020). Tax evasion, tax morale, and trade regulations: company-level evidence from Poland. Entrepreneurial Business and Economics Review, 8(1), 111?125. doi: 10.15678/EBER.2020.080106.
DOI: https://doi.org/10.15678/EBER.2020.080106
View in Google Scholar
Peňaflor-Guerra, R., Sanagustín-Fons, M. V., & Ramírez-Lozano, J. (2020). Business ethics crisis and social sustainability. The case of the product ?pura vida? in Peru. Sustainability, 12, 3348. doi: 10.3390/su12083348.
DOI: https://doi.org/10.3390/su12083348
View in Google Scholar
Pezzolo, L. (2020). Resistance, compliance and tax fraud in early modern Europe. Mediterranea-Ricerche Storiche, 50, 551?576. doi: 10.19229/1828-230X/5012 020.
View in Google Scholar
Popescu, G., Davidescu, A., & Huidumac, C. (2018). Researching the main causes of the Romanian shadow economy at the micro and macro levels: implications for sustainable development. Sustainability, 10(10), 3518. doi: 10.3390/su110 3518.
DOI: https://doi.org/10.3390/su10103518
View in Google Scholar
Rajnoha, R., Slivková, D., & Dobrovič, J. (2014). Globatization and transer pricing in multinational corporations in Slovakia and OECD countries ? analytical study and decision-making model on the choice of optimal transfer pricing method. Ekonomický časopis, 62(6), 609?630.
View in Google Scholar
Skica, T., & Rodzinka, J. (2021). Local government policy towards the financial instruments supporting entrepreneurship. Entrepreneurial Business and Economics Review, 9(3), 135?147. doi: 10.15678/EBER.2021.090309.
DOI: https://doi.org/10.15678/EBER.2021.090309
View in Google Scholar
Srnková, J. (2014). International administrative cooperation. Bratislava: Financial Administration of the Slovak Republic.
View in Google Scholar
Stieranka, J., Sabayová, M., & Šimonová, J. (2016). Daňové úniky a daňová kriminalita v Slovenskej republike. Bratislava: Akadémia PZ v Bratislave.
View in Google Scholar
Široký, J. (2008). Tax theory with practical application. Praha: C. H. Beck.
View in Google Scholar
Štiglic, D. (2017). Towards security through economic policy: a Baldwin?s approach. Journal of Security and Sustainability Issues, 7(1), 55?65. doi: 10.977 0/jssi.2017.7.1(6).
View in Google Scholar
Sucahyo, U. S., Damayanti, T. W., Probowo, R., & Supramono, S. (2020). Tax aggressiveness of family firms in emerging countries: how does resource-based view explain it? Entrepreneurial Business and Economics Review, 8(3), 101?115. doi: 10.15678/EBER.2020.080306.
DOI: https://doi.org/10.15678/EBER.2020.080306
View in Google Scholar
Thottoli, M. M. (2021). Practical knowledge in preparing financial statements and ICT-enabled financial plans: an empirical study among entrepreneurial students i n Oman. International Entrepreneurship Review, 7(1), 21?31. doi: 10.15678/ IER.2021.0701.0.
DOI: https://doi.org/10.15678/IER.2021.0701.02
View in Google Scholar
Zídková, H. (2014). Determinants of VAT gap in EU. Prague Economic Papers, 23(4), 514?530. doi: 10.18267/j.pep.496.
DOI: https://doi.org/10.18267/j.pep.496
View in Google Scholar
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