Economic Trends and Cycles in Crime: A Study for England and Wales
This paper models cyclical behaviour in property crime series (burglary and theft) in relation to the macroeconomic activity indicators in England andWales in the period from 1955 to 2001. Using unobserved components (UC) time series models, univariate time series analysis suggests that recorded burglary (theft) data is subject to stochastic cycle processes with typical business cycle frequencies of approximately 5 and 10 years. In the multivariate UC time series framework, recorded burglary (theft) is simultaneously modelled in a trivariate model, together with unemployment and real GDP time series. We also estimate a five-variate model, where we simultaneously model burglary, theft, unemployment, real GDP, and police variables. Some interesting findings in these analyses are: (i) observed cyclical behaviour in recorded property crime is almost fully determined by the economic business cycles; (ii) explanatory variables such as sentence length, imprisonment and conviction rates affect the short-term dynamics more than the long-term dynamics; (iii) motivational and opportunity effects between macroeconomic and crime time series can be distinguished in our modelling framework.
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Volume (Year): 232 (2012)
Issue (Month): 6 (November)
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- Steve Machin & Costas Meghir, 2000.
"Crime and economic incentives,"
IFS Working Papers
W00/17, Institute for Fiscal Studies.
- Raphael, Steven & WINTER-EBMER, RUDOLF, 1998.
"Identifying the Effect of Unemployment on Crime,"
University of California at San Diego, Economics Working Paper Series
qt5hb4h56g, Department of Economics, UC San Diego.
- Jukka Nyblom & Andrew Harvey, 2001. "Testing against smooth stochastic trends," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 415-429.
- 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.
- Entorf, Horst & Spengler, Hannes, 1998. "Socio-economic and demographic factors of crime in Germany: evidence from panel data of the German states," ZEW Discussion Papers 98-16, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Fougère, Denis & Kramarz, Francis & Pouget, Julien, 2006.
"Youth Unemployment and Crime in France,"
IZA Discussion Papers
2009, Institute for the Study of Labor (IZA).
- Denis Fougère & Francis Kramarz & Julien Pouget, 2007. "Youth Unemployment and Crime in France," Working Papers 2007-33, Centre de Recherche en Economie et Statistique.
- Fougère, Denis & Kramarz, Francis & Pouget, Julien, 2006. "Youth Unemployment and Crime in France," CEPR Discussion Papers 5600, C.E.P.R. Discussion Papers.
- Duha Tore Altindag, .
"Crime and Unemployment: Evidence from Europe,"
Departmental Working Papers
2009-13, Department of Economics, Louisiana State University.
- repec:dgr:uvatin:20120007 is not listed on IDEAS
- Karin Edmark, 2005. "Unemployment and Crime: Is There a Connection?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(2), pages 353-373, 06.
- Gary S. Becker, 1968.
"Crime and Punishment: An Economic Approach,"
Journal of Political Economy,
University of Chicago Press, vol. 76, pages 169.
- John M. Nunley & Richard Alan Seals Jr. & Joachim Zietz, 2011. "The Impact of Macroeconomic Conditions on Property Crime," Auburn Economics Working Paper Series auwp2011-06, Department of Economics, Auburn University.
- Durbin, James & Koopman, Siem Jan, 2001.
"Time Series Analysis by State Space Methods,"
Oxford University Press, number 9780198523543, March.
- Tom Doan, . "SEASONALDLM: RATS procedure to create the matrices for the seasonal component of a DLM," Statistical Software Components RTS00251, Boston College Department of Economics.
- Atkinson, A. C. & Koopman, S. J. & Shephard, N., 1997. "Detecting shocks: Outliers and breaks in time series," Journal of Econometrics, Elsevier, vol. 80(2), pages 387-422, October.
- 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 270-90, 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.
- Harvey, Andrew C & Fernandes, C, 1989. "Time Series Models for Count or Qualitative Observations: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 7(4), pages 422, October.
- Corman, Hope & Mocan, Naci, 2005.
"Carrots, Sticks, and Broken Windows,"
Journal of Law and Economics,
University of Chicago Press, vol. 48(1), pages 235-66, April.
- Jeff Grogger, 1997.
"Market Wages and Youth Crime,"
NBER Working Papers
5983, National Bureau of Economic Research, Inc.
- Thiess Buettner, 2003.
"Local Determinants of Crime: Distinguishing Between Resident and Non-resident Offenders,"
ERSA conference papers
ersa03p396, European Regional Science Association.
- Spengler, Hannes & Büttner, Thiess, 2003. "Local Determinants of Crime: Distinguishing Between Resident and Non-resident Offenders," ZEW Discussion Papers 03-13, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Büttner, Thiess & Spengler, Hannes, 2003. "Local Determinants of Crime: Distinguishing between Resident and Non-Resident Offenders," Darmstadt Discussion Papers in Economics 37307, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute of Economics (VWL).
- Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
- Vollaard, Ben & Koning, Pierre, 2009. "The effect of police on crime, disorder and victim precaution. Evidence from a Dutch victimization survey," International Review of Law and Economics, Elsevier, vol. 29(4), pages 336-348, December.
- Patricia Funk & Peter Kugler, 2003. "Identifying Efficient Crime-Combating Policies by VAR Models: The Example of Switzerland," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 525-538, October.
- Papps, Kerry L. & Winkelmann, Rainer, 1998. "Unemployment and Crime: New Answers to an Old Question," IZA Discussion Papers 25, Institute for the Study of Labor (IZA).
- Siem Jan Koopman & Marius Ooms & André Lucas & Kees van Montfort & Victor van der Geest, 2008. "Estimating systematic continuous-time trends in recidivism using a non-Gaussian panel data model," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 62(1), pages 104-130.
- 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 137-59, April.
- Reilly, Barry & Robert Witt, 1992. "Crime, deterrence and unemployment in England and Wales: an empirical analysis," Discussion Papers in Economics 12/92, Department of Economics, University of Sussex.
- Funk, Patricia & Kugler, Peter, 2003. "Dynamic interactions between crimes," Economics Letters, Elsevier, vol. 79(3), pages 291-298, June.
- Commandeur, Jacques J.F. & Koopman, Siem Jan, 2007. "An Introduction to State Space Time Series Analysis," OUP Catalogue, Oxford University Press, number 9780199228874, March.
- Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-65, May-June.
- Clark, Peter K, 1987. "The Cyclical Component of U.S. Economic Activity," The Quarterly Journal of Economics, MIT Press, vol. 102(4), pages 797-814, November.
- Anna Öster & Jonas Agell, 2007. "Crime and Unemployment in Turbulent Times," Journal of the European Economic Association, MIT Press, vol. 5(4), pages 752-775, 06.
- Harvey, Andrew C & Fernandes, C, 1989. "Time Series Models for Count or Qualitative Observations," Journal of Business & Economic Statistics, American Statistical Association, vol. 7(4), pages 407-17, October.
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