An Analysis of the Factors Determining Crime in England and Wales: A Quantile Regression Approach
We examine how socio-economic and police enforcement variables affect property and violent crimes at different points of the crime distribution in England and Wales over the period 1992-2007. By using data from 43 police force areas, we examine how the effect of real earnings, unemployment, crime detection rate, income inequality and proportion of young people varies across high and low crime areas. Six crime categories are examined - burglarly, theft and handling, fraud and forgery, violence against the person, robbery, and sexual assault. Using a quantile regression model, we find that there are statistically significant differences in the impact of explanatory variables on various crime rates for low and high crime areas. For example, not only does unemployment increase crime but it does so more in high crime areas. Higher detection rates reduce crime rates and the effect is stronger in low crime areas. There are also differences in distributional impact on crime rates for real earnings, income inequality and proportion of young people. Thus, our work points to the need to look beyond the usual mean effects of policing and socio-economic factors on crime and consider their impact on the entire distribution of crime rates. This will enable us to tailor policies that are particularly effective at different points in the crime distribution. Further, given the differential impact of earnings and unemployment across high and low crime areas this provides insight into why paradoxically recessions may have no impact on crime or even lower it.
|Date of creation:||Jun 2011|
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- Funk, Patricia, 2004. "On the effective use of stigma as a crime-deterrent," European Economic Review, Elsevier, vol. 48(4), pages 715-728, August.
- 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.
- Steven D. Levitt, 1995. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Policeon Crime," NBER Working Papers 4991, National Bureau of Economic Research, Inc.
- Fiona Carmichael & Robert Ward, 2000. "Youth unemployment and crime in the English regions and Wales," Applied Economics, Taylor & Francis Journals, vol. 32(5), pages 559-571.
- Chuang, Chia-Chang & Kuan, Chung-Ming & Lin, Hsin-Yi, 2009. "Causality in quantiles and dynamic stock return-volume relations," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1351-1360, July.
- Chia-Chang Chuang & Chung-Ming Kuan & Hsin-yi Lin, 2007. "Causality in Quantiles and Dynamic Stock Return-Volume Relations," IEAS Working Paper : academic research 07-A006, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Fender, John, 1999. "A general equilibrium model of crime and punishment," Journal of Economic Behavior & Organization, Elsevier, vol. 39(4), pages 437-453, July.
- O'Donnell, Owen & Nicolás, Ángel López & Van Doorslaer, Eddy, 2009. "Growing richer and taller: Explaining change in the distribution of child nutritional status during Vietnam's economic boom," Journal of Development Economics, Elsevier, vol. 88(1), pages 45-58, January.
- Owen O'Donnell & Ángel López Nicolás & Eddy van Doorslaer, 2007. "Growing richer and taller: Explaining Change in the Distribution of Child Nutritional Status during Vietnam’s Economic Boom," Tinbergen Institute Discussion Papers 07-008/3, Tinbergen Institute.
- Mata, Jose & Machado, Jose A. F., 1996. "Firm start-up size: A conditional quantile approach," European Economic Review, Elsevier, vol. 40(6), pages 1305-1323, June.
- Eide, Eric & Showalter, Mark H., 1998. "The effect of school quality on student performance: A quantile regression approach," Economics Letters, Elsevier, vol. 58(3), pages 345-350, March.
- Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731.
- Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
- Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521608275, February.
- Kenneth Burdett & Ricardo Lagos & Randall Wright, 2004. "An On-The-Job Search Model Of Crime, Inequality, And Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 681-706, 08.
- Kenneth Burdett & Ricardo Lagos & Randall Wright, 2003. "An On-the-Job Search Model of Crime, Inequality, and Unemployment," PIER Working Paper Archive 03-030, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Ian Ayres & Steven D. Levitt, 1998. "Measuring Positive Externalities from Unobservable Victim Precaution: An Empirical Analysis of Lojack," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 43-77.
- Ian Ayres & Steven D. Levitt, 1997. "Measuring Positive Externalities from Unobservable Victim Precaution: An Empirical Analysis of Lojack," NBER Working Papers 5928, National Bureau of Economic Research, Inc.
- Lott, John R, Jr & Mustard, David B, 1997. "Crime, Deterrence, and Right-to-Carry Concealed Handguns," The Journal of Legal Studies, University of Chicago Press, vol. 26(1), pages 1-68, January.
- Sah, Raaj K, 1991. "Social Osmosis and Patterns of Crime," Journal of Political Economy, University of Chicago Press, vol. 99(6), pages 1272-1295, December.
- Sah, R.K., 1990. "Social Osmosis And Patterns Of Crime: A Dynamic Economic Analysis," Papers 609, Yale - Economic Growth Center.
- Billger, Sherrilyn M. & Goel, Rajeev K., 2009. "Do existing corruption levels matter in controlling corruption?: Cross-country quantile regression estimates," Journal of Development Economics, Elsevier, vol. 90(2), pages 299-305, November.
- Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
- Eric D. Gould & Bruce A. Weinberg & David B. Mustard, 2002. "Crime Rates And Local Labor Market Opportunities In The United States: 1979-1997," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 45-61, February.
- Lu Han & Siddhartha Bandyopadhyay & Samrat Bhattacharya, 2013. "Determinants of violent and property crimes in England and Wales: a panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 45(34), pages 4820-4830, December.
- Lu Han & Siddhartha Bandyopadhyay & Samrat Bhattacharya, 2010. "Determinants of Violent and Property Crimes in England and Wales: A Panel Data Analysis," Discussion Papers 10-26, Department of Economics, University of Birmingham.
- Mirko Draca & Stephen Machin, 2015. "Crime and Economic Incentives," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 389-408, 08.
- Stephen Machin & Costas Meghir, 2004. "Crime and Economic Incentives," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
- Stephen Machin & Costas Meghir, 2000. "Crime and economic incentives," IFS Working Papers W00/17, Institute for Fiscal Studies.
- Lu Han & Siddhartha Bandyopadhyay & Samrat Bhattacharya, 2011. "Determinants of Violent and Property crimes in England: A Panel Data Analysis," Discussion Papers 10-26r, Department of Economics, University of Birmingham.
- Kenneth Burdett & Ricardo Lagos & Randall Wright, 2003. "Crime, Inequality, and Unemployment," American Economic Review, American Economic Association, vol. 93(5), pages 1764-1777, December.
- Kenneth Burdett & Ricardo Lagos & Randall Wright, 2002. "Crime, Inequality, and Unemployment, Second Version," PIER Working Paper Archive 03-029, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Sep 2003.
- Aniruddha Bagchi & Siddharth Bandyopadhyay, 2011. "Workplace Deviance and the Business Cycle," Discussion Papers 11-06, Department of Economics, University of Birmingham.
- Joanne M. Doyle & Ehsan Ahmed & Robert N. Horn, 1999. "The Effects of Labor Markets and Income Inequality on Crime: Evidence from Panel Data," Southern Economic Journal, Southern Economic Association, vol. 65(4), pages 717-738, April.
- 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.
- Peter Fallesen & Lars Pico Geerdsen & Susumu Imai & Torben Tranaes, 2010. "The Effect of Workfare Policy on Crime," Working Papers 1236, Queen's University, Department of Economics. Full references (including those not matched with items on IDEAS)
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