Fiscal Policy Effectiveness Assessment Based on Cluster Analysis of Regions |
Martynenko, Valentyna
(Educational-Scientific Institute of Economical Security and Custom Service, State Tax University)
Kovalenko, Yuliia (Department of Financial Markets and Technologies, State Tax University) Chunytska, Iryna (Department of Financial Markets and Technologies, State Tax University) Paliukh, Oleksandr (Corruption Prevention and Detection Department, Ministry of Finance of Ukraine, Department of Fiscal Administration, State Tax University) Skoryk, Maryna (Department of Economic Policy, State Tax University) Plets, Ivan (Department of Finance, Vasyl Stefanyk Precarpathian National University) |
1 | D. MacKay, Information theory, inference and learning algorithms. Cambridge: Cambridge University Press, 2003. [Online]. Available: inference.org.uk/itprnn/book.pdf |
2 | State Statistics Service of Ukraine (2022). Multidomain statistical information/Complex statistics [Online]. Available: http://www.ukrstat.gov.ua |
3 | State Treasury Service of Ukraine (2022). Zvitnist [Reporting] (in Ukrainian) [Online]. Available: https://www.treasury.gov.ua/ua |
4 | A. Szymanska, "National fiscal frameworks in the postcrisis European Union. Equilibrium," Quarterly Journal of Economics and Economic Policy, vol. 13, no. 4, pp. 623-642, 2018, doi: 10.24136/eq.2018.030 DOI |
5 | I. R. Chuy, V. I. Kutsyk, and T. Y. Andreikiv, "The financial system modelling by various signs of clustering," Financial and Credit Activity - Problems of Theory and Practice, vol. 2, no. 29, pp. 315-324, 2019, doi: 10.18371/fcaptp.v2i29.171941 DOI |
6 | D. Jakub, and E. Suchy, "The financial integration in the European capital market using a clustering approach on financial data," Economies, vol. 9, no. 2, p. 89. 2021, doi:10.3390/economies9020089 DOI |
7 | Yu. Kovalenko, O. Sydorovych, V. Levchenko, R. Kvasnytska, A. Pinchuk, and O. Zhuk, "Formation and evolution of models of financial systems and financial markets in national economies," Proceedings of the 34rd International Business Information Management Association Conference (IBIMA), 13-14 November 2019, Madrid, Spain, pp. 2669-2681, 2019. |
8 | M. O. Skoryk, V. V. Tkachenko, O. I. Marchenko, V. P. Hmyrya, and V. M. Kucherenko, "Foreign experience of financial, credit and invest support of small business," Bulletin of the National Academy of Sciences of the Republic of Kazakhstan, vol. 4, no. 386, pp. 189-197, 2020, doi: 10.32014/2020.2518-1467.119 DOI |
9 | F. Heinemann, M.-D. Moessinger, and M. Yeter, "Do fiscal rules constrain fiscal policy? A meta-regression-analysis," European Journal of Political Economy, no. 51, pp. 69-92, 2018, doi: 10.1016/j.ejpoleco.2017.03.008 DOI |
10 | K. N. Konstantakis, T. Papageorgiou, P. G. Michaelides, and E. G. Tsionas, "Economic fluctuations and fiscal policy in Europe: A political business cycles approach using panel data and clustering (1996-2013)," Open Economies Review, vol. 26, no. 5, pp. 971-998, 2015, doi: 10.1007/s11079-015-9345-0 DOI |
11 | I. Chugunov, and V. Makohon, "Fiscal strategy as an instrument of economic growth," Baltic Journal of Economic Studies, vol. 5, no. 3, pp. 213-217, 2019, doi:10.30525/2256-0742/2019-5-3-213-217 DOI |
12 | L. Karpenko, M. Izha, I. Chunytska, A. Maiev, and K. Hunko, "The growth of the country's economic security level based on the investment infrastructure development projects", Entrepreneurship and Sustainability Issues, no. 8(4), pp. 713-729, 2021, doi: 10.9770/jesi.2021.8.4(44) DOI |
13 | V. V. Martynenko, and O. M. Paliukh, "State funding problems and directions in agricultural sector," Scientific Bulletin of Polissia, no. 1(9), part 1, pp. 162-168, 2017. DOI |
14 | V. V. Martynenko, "Macroeconomic factors of market pricing under perfect competition," (in Ukrainian), Scientific bulletin of Polissia, vol. 2, part. 1, pp. 105-112, 2017, doi:10.25140/2410-9576-2017-1-2(10)-105-112. DOI |
15 | M. Deskar-Skrbic, and H. Simovic, "The effectiveness of fiscal spending in Croatia, Slovenia and Serbia: The role of trade openness and public debt level," Post-Communist Economies, vol. 29, no. 3, pp. 336-358, 2017, doi: 10.1080/14631377.2016.1267972 DOI |
16 | V. Martynenko, "Assessment of favourableness for the tax system of Ukraine in the international context," Baltic Journal of Economic Studies, vol. 5, no. 2, pp. 124-130, 2019, doi: 10.30525/2256-0742/2019-5-2-124-130 DOI |
17 | J. H. Ward, Jr., "Hierarchical grouping to optimize an objective function," Journal of the American Statistical Association, no. 58(301), pp. 236-244, 1963, doi:10.2307/2282967 DOI |
18 | O. Hapieieva, V. Martynenko, Yu. Romanovska, H. Chyrva, and I. Potapiuk, "Theoretical and methodological aspects of strategic management of economic security of the state in the conditions of the COVID-19: Current problems and vectors of development," Financial and Credit Activity - Problems of Theory and Practice, vol. 42, no. 1, pp. 529-536, 2022, doi: 10.55643/fcaptp.1.42.2022.3753 DOI |
19 | O. A. Shevchuk, and V. V. Martynenko, "An integrated approach to assessing the level of fiscal policy decentralization," Investment Management and Financial Innovations, vol. 17, no. 1, pp. 49-63, 2020, doi:10.21511/imfi.17(1).2020.05 DOI |
20 | I. Luk'ianenko, and M. Sydorovych, Biudzhetno-podatkova polityka Ukrainy: novi vyklyky [Budget and tax policy of Ukraine: new challenges]. Kyiv: NaUKMA, 2014 (in Ukrainian) |
21 | N. P. Canh, "The effectiveness of fiscal policy: contributions from institutions and external debts," Journal of Asian Business and Economic Studies, vol. 25, no. 1, pp. 50-66, 2018, doi: 10.1108/JABES-05-2018-0009 DOI |
22 | D. Pirvu, A. Dutu, and C. Enachescu, "Analysing of government's fiscal behaviour in the EU member states through clustering procedure," UTMS Journal of Economics, vol. 10, no. 1, pp. 23-39, 2019. |
23 | A. G. Karantounias, "Optimal fiscal policy with recursive preferences," The Review of Economic Studies, vol. 85, no. 4, pp. 2283-2317, 2018, doi: 10.1093/restud/rdy005 DOI |
24 | S. Chernov, L. Guryanova, O. Dymchenko, and S. Labunska, "Complex of models of financial decentralisation analysis and assessment," Financial and Credit Activity - Problems of Theory and Practice, vol. 3, no. 30, pp. 315-326, 2019, doi: 10.18371/fcaptp.v3i30.179646 DOI |
25 | A. Enami, N. Lustig, and A. Taqdiri, "Fiscal policy, inequality, and poverty in Iran: Assessing the impact and effectiveness of taxes and transfers," Middle East Development Journal, vol. 11, no. 1, pp. 49-74, 2019, doi:10.1080/17938120.2019.1583510 DOI |
26 | F. Murtagh, and P. Legendre, "Ward's hierarchical agglomerative clustering method: Which algorithms implement Ward's criterion?" Journal of Classification, vo. 31, no. 3, pp. 274-295, 2014, doi: 10.1007/s00357-014-9161-z DOI |
27 | O. Rozhko, N. Tkachenko, and Yu. Kovalenko, "Scientific and methodical approach to budget strategizing using the program-target method," Financial and Credit Activity - Problems of Theory and Practice, vol. 2, no. 33, pp. 335-344, 2020, doi: 10.18371/fcaptp.v2i33.206974 DOI |
28 | Yu. Kovalenko, S. Onyshko, O. Akilina, and O. Tanchyk, "Institutialization features of the financial sector of the economy," Proceedings of the 33rd International Business Information Management Association Conference (IBIMA), 10-11 April 2019, Granada, Spain, pp. 1759-1766, 2019. |
29 | L. Karpenko, P. Pashko, I. Chunytska, A. Akhlamov, and A. Kostenko, "The role of customs regulation in ensuring the economic security of the country", Journal of Security and Sustainability Issues, no. 10(1), pp. 219-234, 2020, doi:10.9770/jssi.2020.10.1(16) DOI |
30 | S. Guliyeva, N. Gadimli, Y. Azizov, Z. Hajiyev, and S. Bayramov, "Fiscal policy effectiveness and risks in the development of Azerbaijan's economy during economic shock," Journal of Eastern European and Central Asian Research, vol. 8, no. 2, pp. 171-183, 2021, doi:10.15549/jeecar.v8i2.710 DOI |
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