SOCIOECONOMIC DETERMINANTS OF ECONOMIC CRIMES IN TURKEY: DYNAMIC PANEL DATA ANALYSIS

Öz

Individuals or criminal organizations carry out various criminal activities in all countries of the world with illegal methods to gain unfair economic benefits. With theft, bribery, and fraud being in the lead, many types of economic crimes disrupt the economic and social order of the society, damage mutual trust between individuals, and feed the informal economy. This study aims to determine the relationship between economic crimes and socioeconomic factors. Within the scope of the study, panel data of 26 sub-regions in the Statistical Regional Units Classification-II (İİBS-II) of Turkey for the period of 2008-2019 were analyzed with dynamic panel data methods and the socioeconomic determinants of 10 different crimes representing economic crimes in the literature were put forward. Based on the results of the study, it is observed that the gross national product per capita, unemployment, educational status, population density, and net migration, which are among the socioeconomic factors included in the analysis, have statistically significant effects on the economic crime rates.

Anahtar Kelimeler

• Economic Crime
• Panel Data Analysis
• Socioeconomic Factors

Kaynakça

1. Aaltonen, M., Kivivuori, J. and Martikainen, P. (2011), Social determinants of crime in a welfare state: do they still matter?, Acta Sociologia, 54(2), 161-181.
2. Achim M. V. and Borlea S. N.(2020), Economic and financial crime, studies of organized crime, The Springer International Publishing.
3. Arellano, M. and Bond, S. (1991), Some test of specification for panel data: Monte Carlo evidence and an application to employment equations, Review of Economic Studies, 58, 277-297.
4. Baltagi, B. H. (2005), Econometric Analysis of Panel Data, (3rd Edition), England: John Wiley & Sons Inc.
5. Becker, G. (1968), Crime and punishment: an economic approach, Journal of Political Economy, 76, 169-217.
6. Berghoff, H. and Spiekermann U. (2018), Shady business: On the history of white-collar crime, Business History, 60(3), 289-304.
7. Bharadvaj, A. (2014), Is poverty the mother of crime? Empirical evidence of the impact of socioeconomic factors on crime in India, Atlantic Review of Economics, 1.
8. Bhorat, H., Lilenstein, A., Monnakgotla, J., Thornton, A. and Van Der Zee, K. (2017), The socioeconomic determinants of crime in South Africa: an empirical assessment. Development Policy Research Unit Working Paper. DPRU, University of Cape Town.

9. Blau, J. R. and Blau, P. M. (1982), The cost of inequality: Metropolitan structure and violent crime. American Sociological Review, 47, 114-29.
10. Bonger, W. A. (1905). Criminalite et conditions economiques. Amsterdam: G. P. Tierie.
11. Buonanno, P., Drago, F. and Galbiati, R. (2014), Response of crime to unemployment: an international comparison, Journal of Contemporary Criminal Justice, 30(1), 29-40.
12. Buonanno, P.,(2003), The Socioeconomic determinants of crime.A review of the literature, Department Of Economics University Of Milan Working Paper Series, No. 63.
13. Cerro A. M. and Meloni O. (2000), Determinants of the crime rate in Argentina during the 90's, Estudios de Economía, 27(2), 297-311.
14. Cohn, E. (1990), Weather and Crime. The British Journal of Criminology, 30(1), pp. 51-64. Retrieved March 22, 2021, from http://www.jstor.org/stable/23638231
15. Cömertler, N. and Kar, M . (2007), Socioeconomic determinants of crime rates in Turkey: A cross-sectional analysis, Ankara University Faculty of Political Sciences Journal, 62 (2), 37-57.
16. Dönmezler, S. (1985), Economic Crimes, Erciyes University Faculty of Economics and Administrative Sciences Journal, 7,19-30.
17. Durkheim, E. (1938), The rules of sociological method (8th ed.). Chicago: University of Chicago Press.
18. Ehrlich, I. (1973), Participation in illegitimate activities; a theoretical and empirical investigation, Journal of Political Economy, 81(3), 521-565.
19. Entorf, H. and Spengler, H. (2000), Socioeconomic and demographic factors of crime in Germany Evidence from panel data of the German states, International Review of Law and Economics, 20, 75–106.
20. Fleisher, B. M. (1963), The effect of unemployment on juvenile delinquency, Journal of Political Economy, 71(6), 543-543.
21. Fleisher, B. M. (1966), The Effect of income on delinquency. The American Economic Review, 56(1/2), pp. 118-137. Retrieved March 22, 2021, from http://www.jstor.org/stable/1821199
22. Glaeser, E. L., Sacerdote, B. and Scheinkman, J.A. (1996), Crime and social interaction, Quarterly Journal of Economics, 111(2), 507-48.
23. Groot, W. and van den Brink, H. M. (2007), The effects of education on crime, Applied Econometrics, 42(3), 279-289.
24. Güner, U. (2019), Legal regulations on economic crimes and economic criminal law, Dokuz Eylül University Faculty of Law Journal, 21 (Special Issue), 1411-1442.
25. Hooghe, M., Vanhoutte, B., Hardyns, W. and Bircan, T, (2010), Unemployment, Inequality, Poverty and Crime Spatial Distribution Patterns of Criminal Acts in Belgium 2001–06, British Journal of Criminology 51(1), 1-20.
26. Hsieh, C. C., and Pugh, M. D. (1993), Poverty, income inequality, and violent crime: a meta-analysis of recent aggregate data Studies, Criminal Justice Review, 18(2), 182-202.
27. Hwang, J. and Sun, Y. (2018), Should we go one step further? An accurate comparison of one-step and two-step procedures in a generalized method of moments framework. Journal of Econometrics, 207, 381-405.
28. Justus, M., Kahn, T., and Kawamura, H. (2015), Relationship between income and repeat criminal victimization in Brazil, EconomiA, 16, 295-309.
29. Karadeniz, S.D.K., Durusoy, S., Köse, S. and Karadeniz, O. (2008), Could major socioeconomic problems be the determinant of the crime? An inter-provinces analysis in Turkey. Electronic Journal of Social Sciences, 7(23), 172-203.
30. Kelly, M. (2000), Inequality and crime, Review of Economics and Statistics, 82(4), 530–539.
31. Kovandzic, T. V., Vieraitis, L.M. and Yeisley, M.R. (1998), The structural covariates of urban homicide: reassessing the impact of income inequality and poverty in the post-Reagan era, Criminology, 36, 569-99.
32. Lochner L. and Moretti, E. (2001), The effect of education on crime: evidence from prison ınmates, arrests, and self-reports, National Bureau of Economic Research Working Paper Series, No: 8605.
33. Lochner, L. (1999), Education, Work, and Crime: Theory and Evidence, Rochester Center for Economic Research Working Paper No. 465, October, University of Rochester.
34. Meera, A.K. and Jayakumar, M. D. (1995), Determinants of crime in a developing country: a regression model. Applied Economics, 27, 455-460.
35. Messner, S. F. (1988), Research on cultural and socioeconomic factors in criminal violence. Psychiatric Clinics of North America, 11(4), 511–525.
36. Nikolaos, D. and Alexandros, G. (2009), The effect of socioeconomic determinants on crime rates: empirical research in the case of Greece with cointegration analysis, International Journal of Economic Sciences and Applied Research, 2(2), 51-64.
37. PricewaterhouseCoopers. (2018), Pulling fraud out of the shadows global economic crime and fraud survey 2018. Available at https://www.pwc.com/gx/en/forensics/global-economic-crime-and-fraud-survey-2018.pdf.
38. Raphael, S., and Winter‐Ebmer, R. (2001), Identifying the effect of unemployment on crime. The Journal of Law & Economics, 44(1), 259-283.
39. Sjögren, H. and Skogh, G. (2004), New Perspectives on Economic Crime, New Horizons in Law and Economics, Edward Elgar Publishing Limited. UK: Cheltenham.
40. Sutherland, E. H. (1940), White-collar criminality. American Sociological Review, 5, 1-12.
41. Sutherland, E. H. (1983), White-collar crime: The uncut version. New Haven, CT: Yale University Press.
42. Tsushima, M. (1996), Economic structure and crime: The case of Japan, Journal of Socio-Economics, 25(4), 497-515.
43. Tunca, H. (2019), Socioeconomic determinants of crime: panel data analysis, Journal of Human and Social Sciences Researches, 8(4), 2767-2784.
44. US Legal. (2020), Economic crime law and legal definition. Available at https://definitions.uslegal.com/e/economic-crime/
45. Wassie, N., Melese, B. and Eyasu, N. (2020), Socioeconomic determinants of property crime offending in Ethiopia: Convicted offenders in focus, Journal of Financial Crime.