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Crime, apprehension and clearance rates: Panel data evidence from Canadian provinces

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  • Philip A. Curry
  • Anindya Sen
  • George Orlov

Abstract

The Becker ( ) model of crime establishes the importance of the probability of apprehension as a key factor in a rational individual's decision to commit a crime. In this respect, most empirical studies based on US data have relied on variation in the number of police officers to estimate the impact of the probability of apprehension or capture. We measure the probability of apprehension by clearance rates and study their effects on crime rates, employing a panel of Canadian provinces from 1986 to 2005. OLS, GMM, GLS and IV estimates yield statistically significant elasticities of clearance rates, ranging from 0.2 to 0.4 for violent crimes and from 0.5 to 0.6 for property crimes. These findings reflect the importance of police force crime-solving productivity.

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  • Philip A. Curry & Anindya Sen & George Orlov, 2016. "Crime, apprehension and clearance rates: Panel data evidence from Canadian provinces," Canadian Journal of Economics, Canadian Economics Association, vol. 49(2), pages 481-514, May.
    • Handle: RePEc:cje:issued:v:49:y:2016:i:2:p:481-514
    DOI: 10.1111/caje.12204
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    1. Mirko Draca & Stephen Machin & Robert Witt, 2011. "Panic on the Streets of London: Police, Crime, and the July 2005 Terror Attacks," American Economic Review, American Economic Association, vol. 101(5), pages 2157-2181, August.
    2. John J. Donohue III & Steven D. Levitt, 2008. "Measurement Error, Legalized Abortion, and the Decline in Crime: A Response to Foote and Goetz," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 425-440.
    3. Carr-Hill, R. A. & Stern, N. H., 1973. "An econometric model of the supply and control of recorded offences in England and Wales," Journal of Public Economics, Elsevier, vol. 2(4), pages 289-318.
    4. Steven D. Levitt, 2004. "Understanding Why Crime Fell in the 1990s: Four Factors that Explain the Decline and Six that Do Not," Journal of Economic Perspectives, American Economic Association, vol. 18(1), pages 163-190, Winter.
    5. Steven D. Levitt, 2002. "Using Electoral Cycles in Police Hiring to Estimate the Effects of Police on Crime: Reply," American Economic Review, American Economic Association, vol. 92(4), pages 1244-1250, September.
    6. 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.
    7. Paul R. Zimmerman, 2009. "Statistical Variability and the Deterrent Effect of the Death Penalty," American Law and Economics Review, Oxford University Press, vol. 11(2), pages 370-398.
    8. Craig, Steven G., 1987. "The deterrent impact of police: An examination of a locally provided public service," Journal of Urban Economics, Elsevier, vol. 21(3), pages 298-311, May.
    9. Sen, Anindya & Rybczynski, Kathleen & Van De Waal, Corey, 2011. "Teen employment, poverty, and the minimum wage: Evidence from Canada," Labour Economics, Elsevier, vol. 18(1), pages 36-47, January.
    10. Steven D. Levitt, 1996. "The Effect of Prison Population Size on Crime Rates: Evidence from Prison Overcrowding Litigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 319-351.
    11. Klick, Jonathan & Tabarrok, Alexander, 2005. "Using Terror Alert Levels to Estimate the Effect of Police on Crime," Journal of Law and Economics, University of Chicago Press, vol. 48(1), pages 267-279, April.
    12. Corman, Hope & Mocan, Naci, 2005. "Carrots, Sticks, and Broken Windows," Journal of Law and Economics, University of Chicago Press, vol. 48(1), pages 235-266, April.
    13. Thomas Garrett & Lesli Ott, 2011. "Crime and arrests: deterrence or resource reallocation?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(12), pages 1171-1175.
    14. Lance Lochner, 2007. "Individual Perceptions of the Criminal Justice System," American Economic Review, American Economic Association, vol. 97(1), pages 444-460, March.
    15. Hashem Dezhbakhsh & Paul H. Rubin & Joanna M. Shepherd, 2003. "Does Capital Punishment Have a Deterrent Effect? New Evidence from Postmoratorium Panel Data," American Law and Economics Review, Oxford University Press, vol. 5(2), pages 344-376, August.
    16. Sen Anindya, 2007. "Does Increased Abortion Lead to Lower Crime? Evaluating the Relationship between Crime, Abortion, and Fertility," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-38, September.
    17. Evans, William N. & Owens, Emily G., 2007. "COPS and crime," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 181-201, February.
    18. Joanna M. Shepherd, 2004. "Murders of Passion, Execution Delays, and the Deterrence of Capital Punishment," The Journal of Legal Studies, University of Chicago Press, vol. 33(2), pages 283-321, June.
    19. Mark Duggan, 2001. "More Guns, More Crime," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 1086-1114, October.
    20. Steven Shavell & A. Mitchell Polinsky, 2000. "The Economic Theory of Public Enforcement of Law," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 45-76, March.
    21. 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.
    22. Justin McCrary, 2002. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime: Comment," American Economic Review, American Economic Association, vol. 92(4), pages 1236-1243, September.
    23. Levitt, Steven D, 1998. "Why Do Increased Arrest Rates Appear to Reduce Crime: Deterrence, Incapacitation, or Measurement Error?," Economic Inquiry, Western Economic Association International, vol. 36(3), pages 353-372, July.
    24. Theodore J. Joyce, 2009. "Abortion and Crime: A Review," NBER Working Papers 15098, National Bureau of Economic Research, Inc.
    25. Steven N. Durlauf & Chao Fu & Salvador Navarro, 2012. "Assumptions Matter: Model Uncertainty and the Deterrent Effect of Capital Punishment," American Economic Review, American Economic Association, vol. 102(3), pages 487-492, May.
    26. William Spelman, 2005. "Jobs or jails? The crime drop in Texas," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(1), pages 133-165.
    27. Rafael Di Tella & Ernesto Schargrodsky, 2004. "Do Police Reduce Crime? Estimates Using the Allocation of Police Forces After a Terrorist Attack," American Economic Review, American Economic Association, vol. 94(1), pages 115-133, March.
    28. Roland G. Fryer & Paul S. Heaton & Steven D. Levitt & Kevin M. Murphy, 2005. "Measuring the Impact of Crack Cocaine," NBER Working Papers 11318, National Bureau of Economic Research, Inc.
    29. Paul R. Zimmerman, 2004. "State Executions, Deterrence, and the Incidence of Murder," Journal of Applied Economics, Taylor & Francis Journals, vol. 7(1), pages 163-193, May.
    30. Durlauf, Steven N. & Navarro, Salvador & Rivers, David A., 2010. "Understanding aggregate crime regressions," Journal of Econometrics, Elsevier, vol. 158(2), pages 306-317, October.
    31. Thaler, Richard, 1977. "An econometric analysis of property crime : Interaction between police and criminals," Journal of Public Economics, Elsevier, vol. 8(1), pages 37-51, August.
    32. Kenneth L. Avio & C. Scott Clark, 1978. "The Supply of Property Offences in Ontario: Evidence on the Deterrent Effect of Punishment," Canadian Journal of Economics, Canadian Economics Association, vol. 11(1), pages 1-19, February.
    33. Mathur, Vijay K, 1978. "Economics of Crime: An Investigation of the Deterrent Hypothesis for Urban Areas," The Review of Economics and Statistics, MIT Press, vol. 60(3), pages 459-466, August.
    34. Dezhbakhsh, Hashem & Rubin, Paul H, 1998. "Lives Saved or Lives Lost? The Effects of Concealed-Handgun Laws on Crime," American Economic Review, American Economic Association, vol. 88(2), pages 468-474, May.
    35. Besley, Timothy & Case, Anne, 2000. "Unnatural Experiments? Estimating the Incidence of Endogenous Policies," Economic Journal, Royal Economic Society, vol. 110(467), pages 672-694, November.
    36. 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.
    37. Anindya Sen & Hideki Ariizumi, 2013. "Teen families, welfare transfers, and the minimum wage: evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(1), pages 338-360, February.
    38. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    39. Wolpin, Kenneth I, 1978. "An Economic Analysis of Crime and Punishment in England and Wales, 1894-1967," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 815-840, October.
    40. Aaron Chalfin & Justin McCrary, 2013. "The Effect of Police on Crime: New Evidence from U.S. Cities, 1960-2010," NBER Working Papers 18815, National Bureau of Economic Research, Inc.
    41. Olugbenga Ajilore & John Smith, 2011. "Ethnic fragmentation and police spending," Applied Economics Letters, Taylor & Francis Journals, vol. 18(4), pages 329-332.
    42. Shepherd, Joanna M, 2002. "Fear of the First Strike: The Full Deterrent Effect of California's Two- and Three-Strikes Legislation," The Journal of Legal Studies, University of Chicago Press, vol. 31(1), pages 159-201, January.
    43. Cook, Philip J., 1979. "The clearance rate as a measure of criminal justice system effectiveness," Journal of Public Economics, Elsevier, vol. 11(1), pages 135-142, February.
    44. Cornwell, Christopher & Trumbull, William N, 1994. "Estimating the Economic Model of Crime with Panel Data," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 360-366, May.
    45. Ted Joyce, 2009. "A Simple Test of Abortion and Crime," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 112-123, February.
    46. Paul R. Zimmerman, 2004. "State executions, deterrence, and the incidence of murder," Journal of Applied Economics, Universidad del CEMA, vol. 7, pages 163-193, May.
    47. David B. Mustard, 2003. "Reexamining Criminal Behavior: The Importance of Omitted Variable Bias," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 205-211, February.
    48. Zimmerman, Paul R., 2004. "State executions, deterrence, and the incidence of murder," Journal of Applied Economics, Universidad del CEMA, vol. 7(1), pages 1-31, May.
    49. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-565, May-June.
    50. George J. Borjas, 1980. "The Relationship between Wages and Weekly Hours of Work: The Role of Division Bias," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 409-423.
    51. Kenneth L. Avio, 1973. "An Economic Analysis of Criminal Corrections: The Canadian Case," Canadian Journal of Economics, Canadian Economics Association, vol. 6(2), pages 164-178, May.
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