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Regional Market Income Inequality and its Impact on Crime in Germany: A Spatial Panel Data Approach with Local Spillovers

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  • Süß Philipp

    (Goethe-Universität Frankfurt am Main, Empirische Wirtschaftsforschung und Internationale Wirtschaftspolitik, Theodor-W.-Adorno-Platz 4, Frankfurt am Main60323, Germany)

Abstract

Economic theory predicts a positive effect of an increase in income inequality on the prevalence of crime, but the international empirical evidence is mixed. For Germany, research on this topic is virtually non-existent. Therefore, I used fixed effect regressions to estimate the effect of a market income inequality proxy on property damages, thefts from motor vehicles, domestic burglaries and assaults in Germany. The models without spatial lags suggest economically small to moderate own-district elasticities between 0.13 and 0.95. The models with spatial lags generally show insignificant own-district estimates, but significant spatial spillovers.

Suggested Citation

  • Süß Philipp, 2020. "Regional Market Income Inequality and its Impact on Crime in Germany: A Spatial Panel Data Approach with Local Spillovers," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 240(4), pages 387-415, August.
  • Handle: RePEc:jns:jbstat:v:240:y:2020:i:4:p:387-415:n:2
    DOI: 10.1515/jbnst-2018-0052
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    1. Songman Kang, 2016. "Inequality and crime revisited: effects of local inequality and economic segregation on crime," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(2), pages 593-626, April.
    2. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    3. Joachim Frick & Jan Goebel, 2008. "Regional Income Stratification in Unified Germany Using a Gini Decomposition Approach," Regional Studies, Taylor & Francis Journals, vol. 42(4), pages 555-577.
    4. Daniel L. Hicks & Joan Hamory Hicks, 2014. "Jealous of the Joneses: conspicuous consumption, inequality, and crime," Oxford Economic Papers, Oxford University Press, vol. 66(4), pages 1090-1120.
    5. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    6. Matz Dahlberg & Magnus Gustavsson, 2008. "Inequality and Crime: Separating the Effects of Permanent and Transitory Income," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(2), pages 129-153, April.
    7. Miriam Rehm & Kai Daniel Schmid & Dieter Wang, 2014. "Why has Inequality in Germany not Risen Further After 2005?," IMK Working Paper 137-2014, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    8. Lu, Xun & White, Halbert, 2014. "Robustness checks and robustness tests in applied economics," Journal of Econometrics, Elsevier, vol. 178(P1), pages 194-206.
    9. Nicola Fuchs-Schuendeln & Dirk Krueger & Mathias Sommer, 2010. "Inequality Trends for Germany in the Last Two Decades: A Tale of Two Countries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 103-132, January.
    10. Songman Kang, 2016. "Inequality and crime revisited: effects of local inequality and economic segregation on crime," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(2), pages 593-626, April.
    11. Philip Armour & Richard V. Burkhauser & Jeff Larrimore, 2016. "Using The Pareto Distribution To Improve Estimates Of Topcoded Earnings," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 1263-1273, April.
    12. Entorf, Horst & Spengler, Hannes, 2000. "Socioeconomic and demographic factors of crime in Germany: Evidence from panel data of the German states," International Review of Law and Economics, Elsevier, vol. 20(1), pages 75-106, March.
    13. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "Inequality and Violent Crime," Journal of Law and Economics, University of Chicago Press, vol. 45(1), pages 1-40, April.
    14. Stoker, Thomas M, 1986. "Consistent Estimation of Scaled Coefficients," Econometrica, Econometric Society, vol. 54(6), pages 1461-1481, November.
    15. Metzing, Maria & Bartels, Charlotte, 2016. "An integrated approach for top-corrected Ginis," VfS Annual Conference 2016 (Augsburg): Demographic Change 145818, Verein für Socialpolitik / German Economic Association.
    16. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    17. Morgan Kelly, 2000. "Inequality And Crime," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 530-539, November.
    18. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    19. Choe, Jongmook, 2008. "Income inequality and crime in the United States," Economics Letters, Elsevier, vol. 101(1), pages 31-33, October.
    20. Jan Goebel & Markus M. Grabka & Carsten Schröder, 2015. "Income Inequality Remains High in Germany: Young Singles and Career Entrants Increasingly at Risk of Poverty," DIW Economic Bulletin, DIW Berlin, German Institute for Economic Research, vol. 5(25), pages 325-339.
    21. Stefan Bach & Giacomo Corneo & Viktor Steiner, 2009. "From Bottom To Top: The Entire Income Distribution In Germany, 1992–2003," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(2), pages 303-330, June.
    22. Edward L. Glaeser & Bruce Sacerdote, 1999. "Why Is There More Crime in Cities?," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 225-258, December.
    23. Kai Daniel Schmid & Ulrike Stein, 2013. "Explaining Rising Income Inequality in Germany, 1991-2010," IMK Studies 32-2013, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    24. Entorf, Horst & Sieger, Philip, 2014. "Does the Link between Unemployment and Crime Depend on the Crime Level? A Quantile Regression Approach," IZA Discussion Papers 8334, Institute of Labor Economics (IZA).
    25. Anderson, David A., 2012. "The Cost of Crime," Foundations and Trends(R) in Microeconomics, now publishers, vol. 7(3), pages 209-265, September.
    26. Lena Edlund & Hongbin Li & Junjian Yi & Junsen Zhang, 2013. "Sex Ratios and Crime: Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1520-1534, December.
    27. Gibson, John & Kim, Bonggeun, 2008. "The effect of reporting errors on the cross-country relationship between inequality and crime," Journal of Development Economics, Elsevier, vol. 87(2), pages 247-254, October.
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    More about this item

    Keywords

    crime; inequality; spatial fixed effects; local spillovers;
    All these keywords.

    JEL classification:

    • J39 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Other
    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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