Anastasiya Yevgeniya Penska


This study investigates the determinants of corruption in Ukrainian regions and applies spatial analysis to examine the relationship between corruption perception index and economic, political and cultural factors. The results of the study show that economic growth decreases corruption in the regions, result that goes in line with available literature. At the same time the paper challenges existing academic studies as it reveals positive impact of the number of civil organizations in Ukrainian regions on corruption. The implications of the empirical research are, therefore, a valuable asset to the existing literature about corruption. They indicate that dealing with corruption in Ukraine requires bearing in mind the influence of region-specific characteristics of corruption determinants. 


Alam, M. 1995. A Theory of Limits on Corruption and Some Applications. Kyklos, Vol. 48, 3.

Alatas, S. 1986. The Problem of Corruption. Singapore : Times Books International.

Anselin, L. and Florax, R. 1995. New Directions in Spatial Econometrics. Berlin : Springer-Verlag.

Bai, J., Jayachandran, S., Malesky, E. and Olken, B. 2013. Does Economic Growth Reduce Corruption? Theory and Evidence from Vietnam. National Bureau of Economic Research Working Paper.

Barro, R. and Sala-i-Martin, X. 1998. Economic Growth. Cambridge : The MIT Press.

Barro, R. 1997. Determinants of Economic Growth: A Cross-Country Empirical Study. The MIT Press, Vol. 1, 0262522543.

Basile, R., Nardis, S. and Mantuano, M. 2003. Multiple Regimes in Cross-Region Growth Regressions with Spatial Dependence: A Parametric and a Semi-parametric Approach. The 43rd European Congress of the Regional Science Association, Finland. [Online]. [Cited: 01 20, 2014.]

Benito, J. and Ezcurra, R. 2005. Spatial Disparities in Productivity and Industry Mix: the Case of the European Regions. European Urban and Regional Studies. 2005, Vol. 12, 2

Bernaldez, P. 2014. Determinants of Political Corruption: A Conceptual Framework. GRAFT and Corruption Research, Vol. 3, 4.

Bivard, R. and Piras, G. 2015. Comparing Implementation of Estimation Methods for Spatial Econometrics.Journal of Statistical Software, Vol. 63, 18.

Bliss, C. and Tella, R. 1997. Does Competition Kill Corruption?Journal of Political Economy, Vol. 105, 5.

Breton, A. 1996. Competitive Governments: An Economic Theory of Politics and Public Finance. Cambridge : Cambridge University Press.

Chenery, H. 1975. The Structuralist Approach to Development Policy. The American Economic Review, Vol. 65, 2.

Cliff, A. and Ord, J. 1981. Spatial Processes: Models and Applications. London : Pion.

Cliff, A. and Ord, J. 1972. Testing for Spatial Autocorrelation among regression residuals. Geographical Analysis, Vol. 4, 3.

Coleman, J. 1990. Foundations of Social Theory. Cambridge : Harvard University Press, 1990.

Del Monte, A. and Papagni, E. 2007. The Determinants of Corruption in Italy: Regional panel data analysis. European Journal of Political Economy, Vol. 23, 2.

Diamond, P. 1965. National Debt in the Neoclassical Growth Model. The American Economic Review, Vol. 55, 5.

Drukker, D., Pricha, I. and Raciborski, R. 2013. Maximum Likelihood and Generalized Two-Stage Least-Squared Estimators for a Spatial-Autoregressive Model with Spatial-Autoregressive Disturbances.The Stata Journal, Vol. 13, 2.

Drukker, M. 2009. Analysing Spatial Autoregressive Models Using Stata. Italian Stata Users Group meeting.

Dzhumashev, R. 2014. The Two-Way Relationship Between Government Spending and Corruption and Its Effect on Economic Growth. Contemporary Economic Policy, Vol. 32, 2.

European Research Association, USAID, Kyiv International Institute of Sociology. 2011. Corruption in Ukraine. Comparative Analysis of National Surveys: 2007–2009, 2011. Kiev Institute of Sociology.

Fare, R., Grospkoff, S., Norris M. and Zhang, Z. 1994.Productivity Growth, Technical Progress, and Efficiency Change in the Industrialised Countries.The American Economic Review, Vol. 84, 1.

Fearon, J. and Laitin, D. 1996. Explaining Interethnic Cooperation. The American Political Science Review, Vol. 90, 4.

Fiorino, N. and Galli, E. 2010. An Analysis of the Determinants of Corruption: Evidence from the Italian Regions. POLIS Working Papers, Vol. 148, p. Issue 171.

Fiorino, N., Galli, E., Petrarca, I. 2012. Corruption and Growth: Evidence from the Italian Regions. European Journal of Government and Economics, Vol. 1, 2, pp. 127-144.

Glaeser, E., La Porta, R., Lopes-de-Silanes, F. and Shleifer, A. 2004. Do Institutions Cause Growth? Journal of Economic Growth, Vol. 9, 3, pp. 9 (3), 271– 303.

Gupta, S. and Davoodi, H. 1998. Does Corruption Affect Income Inequalty and Poverty?International Monetary Fund Working Paper, Vol. 98, 76.

Harberger, A. 1983. The Cost-Benefit Approach to the Development Economics. World Development.

Hollyer, J. 2011. Corruption in Autocracies. Social Science Research network. [Online]. [Cited: 09 06 2015.]

Huntington, P. 1968. Political Order in Changing Societies. New Haven : Yale University Press.

Husted, B. 1999. Wealth, Culture, and Corruption. Journal of International Business Studies, Vol. 30, 2.

North, D. 1971. Institutional Change and Economic Growth. 1971, Journal of Economic History.

Jain, A. 2011. Corruption: Theory, Evidence and Policy. Montreal : CESifo DICE Report.

Johnston, M. 1989. Corruption, Inequality, and Change. [book auth.] P. Ward. Corruption, Development, and Inequality: Soft touch or Hard Graff. London and New York : Reutlage.

Jung, W. S., and Marshal, P. 1985. Inflation and Economic Growth: Some International Evidence on Structuralist and Distortionist. Journal of Money, Credit and Banking, Vol. 18, 2.

Kamarianakis, Y. and Le Gallo. J. 2003. The Evolution of Regional Productivity Disparities in the European Union 1975-2000.Groupement de Recherches Economiques et Sociales, Vol. 14.

Kapoor, M. and Ravi, S. 2009. Determinants of Corruption: Government Effectiveness vs. Cultural Norms.Social Science Research Network. [Online]. [Cited: 08 06 2015.]

Kelejian, H. and Prucha, I. 1999. A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model. International Economic Review, Vol. 40, 2.

Koshkina, S. 2015. Майдан. Нерассказанная История, [Maidan. The Untold Story]. Kyiv : Bright Star Publishing, 2015.

Leff, N. 1964. Economic Development Through Bureaucratic Corruption.American Behavioral Scientist, Vol. 8, 3.

Leibenstein, H. 1968. Entrepreneurship and Development. The American Economic Review, Vol. 58, 2.

Linderhof, V., Reinhard, Leeuwen, S., Smit, S., Nowicki, P. and Michels, R. 2013. Spatial Econometric Models for Evaluating RDP Measures: Analyses for the EU27. s.l. : Spatial Analysis of Rural Development Measures.

Lipset, S. 1960. Political Man: The Social Bases of Politics. Doubleday : Garden City, NY.

Mankiw, G., Romer, D. and Weil, D. 1992. A Contribution to the Empirics of Economic Growth. Quarterly Journal of Economics, Vol. 107, 2.

Mauro, P. 1995. Corruption and Growth.The Quarterly Journal of Economics, Vol. 110, 3.

Melgar, N. Maximo, R. and Smith, T. 2009. The Perception Of Corruption. International Journal of Public Opinion Research, Vol. 22, 1.

Moran, J. 1999. Bribery and Corruption: The OECD Convention on Combating the Bribery of Foreign Public Officials in International Business Transactions. Business Ethics: A European Review, Vol. 3, 8.

Myrdal, G. 1968. The Asian Drama. Penguin Books : Penguin Books.

Neutze, J., Karatnycky, A. 2007. Corruption, Democracy and Investment in Ukraine. Washington : The Atlantic Council of the United States. Policy Paper.

Olson, M. 1996. Big Bills Left on the Sidewalk: Why Some Nations Are Rich, And Others Poor. Journal of Economic Perspectives, Vol. 10, 2.

Ord, J. 1975. Estimation Methods for Models of Spatial Interaction.Journal of the American Statistical Association, Vol. 70, 349.

Pigliaru, F. 2009. Persistent regional Gaps and the Role of Social Capital: Hints from the Italian Mezzogiorno’s Case. Centre for North South Economic Research, Vol. 4.

Pisati, M. 2012. Explanatory Spatial Data Analysis Using Stata. Social Science Research center.

Putnam, R. 1993. Making Democracy Work: Civic Traditions in Modern Italy. Princeton : Princeton University Press.

Romer, D. 2001. Advanced Macroeconomics. New York : McGraw Hill, 2001.

Sandholtz, W. and Koetzle, W. 2000. Accounting for Corruption: Economic Structure, Democracy and Trade.International Studies Quarterly, Vol. 44, 1.

Senior, I. 2006. The World's Big C: Cases, Causes, Consequences, Cures. London : Institute of Economic Effairs.

Serra, D. 2004. Empirical Determinants of Corruption: A Sensiivity Analysis. Public Choice, Vol. 126.

Shabbir, G. and Anwar, M. 2007. Determinants of Corruption in Developing Countries. The Pakistan Development Review, Vol. 46, 4.

Shkurpat, O. 2006. Regional Labor Productivity Disparities in Ukraine: Main Causes and Spatial Patterns. Kyiv School of Economics.

Solow, R. 1956. A Contribution to the Theory of Economic Growth. Quaterly Journal of Economics, Vol. 70,1.

Sonin, C. 2000. Inequality, Property Rights Protection and Economic Growth in Transition Economies. EERC Working Paper no. 2K/02E.

Spector, B., Winbourne, S., O’Brien, J. and Rudenshiold, E. 2006. Corruption Assessment: Ukraine. Washington, DC : Manament Systems International Corporate Offices.

Tanzi, V. and Davoodi, H. 1998. Corruption, Public Investment and Growth. [book auth.] H. and Ihori, T Shibata. The Welfare State, Public Investment and Growth. Tokyo : Springer-Verlag.

Tokarchuk, T. 2006. Determinants of Economic Growth in Ukraine.Woring Paper. 2006, Vol. 12, 1.

Transparency International. 2014. Corruption Perception Index : Transparency International. Annual.

Treisman, D. 2000. The Causes of Corruption: A Cross-National Study.Journal of Public Economics, Vol. 76, 3.

Tsyrennikov, V. 2002. Determinants of Regional Growth. Kyiv School of Economics,2002.

Vyshnyak, O. 2009. Мовна Ситуація в Україні: Динаміка, Проблеми, Перспективи (Соціологічний аналіз), [Linguistic Situation and Status in Ukriane: Dynamics, Problems, Perspectives (Sociological Analysis)]. Kyiv : Institute of Sociology of Ukraine, 2009. in Ukrainian.

Wines, W. and Napier, N. 1992. Toward an understanding of Cross-Cultural Ethics: A Tentative Model.Journal of Business Ethics, Vol. 11, 11.

Комітет Державного Бюджету України, [Ukrainian Public Bugdet Committee]. 2013. Висновки щодо Державного Бюджету України, [Conclusions Regarding Allocation of Public Budget]. Kyiv : Ukrainian Public Bugdet Committee, 2013. in Ukrainian.

Статистичний Комітет України, [Ukrainian Statistical Bureau]. 2005-2011. Освіта та Інновації в Україні, [Educational and Innovational Activity in Ukraine]. Kyiv : Ukrainian Statistical Bureau, 2005-2011. in Ukrainian.

—. 2005-2011. Регіональний Людський Розвиток, [Regional Human Development]. Kyiv : Ukrainian Statistical Bureau, 2005-2011. in Ukrainian.

—. 2005-2011. Статистичний Щорічник України, [Annual Statistical Yearbook of Ukraine]. Kyiv : Ukrainian Statistical Bureau, 2005-2011. in Ukrainian.

—. 2005-2011. Щорічник Регіонів України, [Annual Yearbook of Ukrainian Regions]. Kyiv : Ukrainian Statistical Bureau, 2005-2011. in Ukrainian.



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