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A dynamic panel data study of the unemployment-crime relationship: the case of Pennsylvania

Author

Listed:
  • Sarah A. Frederick

    (Indiana University of Pennsylvania)

  • James J. Jozefowicz

    (Indiana University of Pennsylvania)

  • Zackary T. Nelson

    (Indiana University of Pennsylvania)

Abstract

The present study analyzes the unemployment-crime (U-C) relationship in Pennsylvania using a balanced panel data set of the 67 counties over the period from 1990 to 2009. A dynamic panel data model is estimated by Generalized Method of Moments to account for endogeneity, measurement error, heteroskedasticity, and serial correlation. This estimation methodology overcomes several econometric problems ignored in previous analyses of the U-C relationship. Explicitly accounting for the dynamics of crime isolates criminal inertia from potential criminal motivation effects. The results suggest a statistically significant impact of previous criminal activity on future crimes, but a statistically insignificant relationship between the unemployment rate and the crime rate. Although these results run counter to the Cantor and Land (1985) hypothesis, they indicate that specifying a dynamic model of crime and addressing the econometric shortcomings of OLS regression analysis may yield more precise results.

Suggested Citation

  • Sarah A. Frederick & James J. Jozefowicz & Zackary T. Nelson, 2016. "A dynamic panel data study of the unemployment-crime relationship: the case of Pennsylvania," Economics Bulletin, AccessEcon, vol. 36(3), pages 1497-1507.
  • Handle: RePEc:ebl:ecbull:eb-15-00560
    as

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    File URL: http://www.accessecon.com/Pubs/EB/2016/Volume36/EB-16-V36-I3-P148.pdf
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    References listed on IDEAS

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    1. Reilly, Barry & Witt, Robert, 1996. "Crime, Deterrence and Unemployment in England and Wales: An Empirical Analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 48(2), pages 137-159, April.
    2. Lin, Ming-Jen, 2009. "More police, less crime: Evidence from US state data," International Review of Law and Economics, Elsevier, vol. 29(2), pages 73-80, June.
    3. Siddhartha Bandyopadhyay & Samrat Bhattacharya & Rudra Sensarma, 2015. "An analysis of the factors determining crime in England and Wales: A quantile regression approach," Economics Bulletin, AccessEcon, vol. 35(1), pages 665-679.
    4. Richard B. Freeman, 1996. "Why Do So Many Young American Men Commit Crimes and What Might We Do about It?," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 25-42, Winter.
    5. Patalinghug, Epictetus E., 2011. "Crime rates and labor market opportunities in the Philippines: 1970–2008," Economics Letters, Elsevier, vol. 113(2), pages 160-164.
    6. George Saridakis & Hannes Spengler, 2009. "Crime, Deterrence and Unemployment in Greece: A Panel Data Approach," Discussion Papers of DIW Berlin 853, DIW Berlin, German Institute for Economic Research.
    7. Robert Witt & Alan Clarke & Nigel Fielding, 1998. "Crime, earnings inequality and unemployment in England and Wales," Applied Economics Letters, Taylor & Francis Journals, vol. 5(4), pages 265-267.
    8. 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.
    9. Nino Speziale, 2014. "Does unemployment increase crime? Evidence from Italian provinces," Applied Economics Letters, Taylor & Francis Journals, vol. 21(15), pages 1083-1089, October.
    10. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    11. Daniel Lee & Stephen Holoviak, 2006. "Unemployment and crime: an empirical investigation," Applied Economics Letters, Taylor & Francis Journals, vol. 13(12), pages 805-810.
    12. Choe, Jongmook, 2008. "Income inequality and crime in the United States," Economics Letters, Elsevier, vol. 101(1), pages 31-33, October.
    13. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    14. Buonanno, Paolo & Montolio, Daniel, 2008. "Identifying the socio-economic and demographic determinants of crime across Spanish provinces," International Review of Law and Economics, Elsevier, vol. 28(2), pages 89-97, June.
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    Cited by:

    1. Alexi Thompson & Christopher Jeffords, 2018. "Abortion and Property Crime: What becomes of the Mothers?," Economics Bulletin, AccessEcon, vol. 38(4), pages 2490-2499.

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    More about this item

    Keywords

    crime; unemployment; panel data; Pennsylvania; county;
    All these keywords.

    JEL classification:

    • K4 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

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