Identifying the Effect of Unemployment on Crime
Previous estimates of the effect of unemployment on crime commonly omit determinants of criminal behavior that vary with the business cycle, creating correlation between unemployment rates and the residuals in aggregate crime regressions. In this paper, we employ several strategies that attempt to minimize or break this correlation and eliminate the accompanying omitted variables bias to estimates of the effect of unemployment on crime. Using a state-level panel for the period from 1970 to 1993, we explore the sensitivity of crime-unemployment elasticity estimates to explicit controls for per-capita alcohol consumption, a factor that has been shown in the past to be pro-cyclical and a partial determinant of criminal behavior. In addition, we use prime defense contracts per-capita at the state level as an instrument for state unemployment rates. Both controlling for alcohol consumption and using instrumental variables to correct for omitted variables bias yields large effects of unemployment on the seven felony offenses recorded by the Department of Justice. Moreover, in contrast to previous research, we find significant and sizable positive effects of unemployment on the rates of specific violent, as well as property crimes.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
|Date of creation:||Apr 1999|
|Contact details of provider:|| Postal: Centre for Economic Policy Research, 77 Bastwick Street, London EC1V 3PZ.|
Phone: 44 - 20 - 7183 8801
Fax: 44 - 20 - 7183 8820
|Order Information:|| Email: |
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Steven D. Levitt, 1996.
"The Effect of Prison Population Size on Crime Rates: Evidence from Prison Overcrowding Litigation,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 111(2), pages 319-351.
- Steven D. Levitt, 1995. "The Effect of Prison Population Size on Crime Rates: Evidence From Prison Overcrowding Litigation," NBER Working Papers 5119, National Bureau of Economic Research, Inc.
- John Bound & Richard B. Freeman, 1992. "What Went Wrong? The Erosion of Relative Earnings and Employment Among Young Black Men in the 1980s," The Quarterly Journal of Economics, Oxford University Press, vol. 107(1), pages 201-232.
- John Bound & Richard B. Freeman, 1991. "What Went Wrong? The Erosion of Relative Earnings and Employment Among Young Black Men in the 1980s," NBER Working Papers 3778, National Bureau of Economic Research, Inc.
- Jeffrey Grogger, 1995. "The Effect of Arrests on the Employment and Earnings of Young Men," The Quarterly Journal of Economics, Oxford University Press, vol. 110(1), pages 51-71.
- Olivier Jean Blanchard & Lawrence F. Katz, 1992. "Regional Evolutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1), pages 1-76.
- Nagin, Daniel & Waldfogel, Joel, 1995. "The effects of criminality and conviction on the labor market status of young British offenders," International Review of Law and Economics, Elsevier, vol. 15(1), pages 109-126, January.
- Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, Oxford University Press, vol. 115(2), pages 617-650.
- Christopher J. Ruhm, 1996. "Are Recessions Good For Your Health?," NBER Working Papers 5570, National Bureau of Economic Research, Inc.
- Ruhm, Christopher J., 1995. "Economic conditions and alcohol problems," Journal of Health Economics, Elsevier, vol. 14(5), pages 583-603, December.
- Christopher Ruhm, 1994. "Economic Conditions and Alcohol Problems," NBER Working Papers 4914, National Bureau of Economic Research, Inc.
- 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.
- Ann Dryden Witte & Helen Tauchen, 1994. "Work and Crime: An Exploration Using Panel Data," NBER Working Papers 4794, National Bureau of Economic Research, Inc.
- Corman, Hope & Joyce, Theodore & Lovitch, Norman, 1987. "Crime, Deterrence and the Business Cycle in New York City: A VAR Approach," The Review of Economics and Statistics, MIT Press, vol. 69(4), pages 695-700, November.
- Leora Friedberg, 1998. "Did Unilateral Divorce Raise Divorce Rates? Evidence from Panel Data," NBER Working Papers 6398, National Bureau of Economic Research, Inc.
- Freeman, Scott & Grogger, Jeffrey & Sonstelie, Jon, 1996. "The Spatial Concentration of Crime," Journal of Urban Economics, Elsevier, vol. 40(2), pages 216-231, September.
- Steven J. Davis & Prakash Lougani & Ramamohan Mahidhara, 1997. "Regional Labor Fluctuations: Oil Shocks, Military Spending, and Other Driving Forces," JCPR Working Papers 4, Northwestern University/University of Chicago Joint Center for Poverty Research.
- Steven J. Davis & Prakash Loungani & Ramamohan Mahidhara, 1997. "Regional labor fluctuations: oil shocks, military spending, and other driving forces," International Finance Discussion Papers 578, Board of Governors of the Federal Reserve System (U.S.).
- H. Naci Mocan & Hope Corman, 2000. "A Time-Series Analysis of Crime, Deterrence, and Drug Abuse in New York City," American Economic Review, American Economic Association, vol. 90(3), pages 584-604, June.
- 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.
- Grogger, Jeff, 1998. "Market Wages and Youth Crime," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 756-791, October.
- Jeff Grogger, 1997. "Market Wages and Youth Crime," NBER Working Papers 5983, National Bureau of Economic Research, Inc.
- Viscusi, W Kip, 1986. "The Risks and Rewards of Criminal Activity: A Comprehensive Test of Criminal Deterrence," Journal of Labor Economics, University of Chicago Press, vol. 4(3), pages 317-340, July.
- Witte, Ann D & Tauchen, Helen, 1994. "Work and Crime: An Exploration Using Panel Data," Public Finance = Finances publiques, , vol. 49(Supplemen), pages 155-167.
- Hooker, Mark A & Knetter, Michael M, 1997. "The Effects of Military Spending on Economic Activity: Evidence from State Procurement Spending," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 400-421, August.
- 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.
- 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). Full references (including those not matched with items on IDEAS)
When requesting a correction, please mention this item's handle: RePEc:cpr:ceprdp:2129. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.