IDEAS home Printed from https://ideas.repec.org/a/wly/japmet/v21y2006i4p543-547.html
   My bibliography  Save this article

Estimating an economic model of crime using panel data from North Carolina

Author

Listed:
  • Badi H. Baltagi

Abstract

This paper replicates the Cornwell and Trumbull (1994) estimation of a crime model using panel data on 90 counties in North Carolina over the period 1981–1987. While the Between and Within estimates are replicated, the fixed effects 2SLS as well as the 2SLS estimates are not. In fact, the fixed effects 2SLS estimates turn out to be insignificant for all important deterrent variables as well as legal opportunity variables. We argue that the usual Hausman test, based on the difference between fixed effects and random effects, may lead to misleading inference when endogenous variables of the conventional simultaneous equation type are among the regressors. We estimate the model using random effects 2SLS and perform a Hausman test based on the difference between fixed effects 2SLS and random effects 2SLS. We cannot reject the consistency of the random effects 2SLS estimator and this estimator yields plausible and significant estimates of the crime model. This result should be tempered by the legitimacy of the chosen instruments. Copyright © 2006 John Wiley & Sons, Ltd.

Suggested Citation

  • Badi H. Baltagi, 2006. "Estimating an economic model of crime using panel data from North Carolina," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(4), pages 543-547, May.
    • Handle: RePEc:wly:japmet:v:21:y:2006:i:4:p:543-547
    DOI: 10.1002/jae.861
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/jae.861
    Download Restriction: no
    File URL: https://libkey.io/10.1002/jae.861?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Badi H. Baltagi, 2021. "Simultaneous Equations with Error Components," Springer Texts in Business and Economics, in: Econometric Analysis of Panel Data, edition 6, chapter 0, pages 157-186, Springer.
    5. Baltagi, Badi H., 2004. "04.1.1. A Hausman Test Based on the Difference between Fixed Effects Two-Stage Least Squares and Error Components Two-Stage Least Squares," Econometric Theory, Cambridge University Press, vol. 20(1), pages 223-224, February.
    6. 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.
    7. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mojtaba Ghasemi, 2017. "Crime and punishment: evidence from dynamic panel data model for North Carolina (2003–2012)," Empirical Economics, Springer, vol. 52(2), pages 723-730, March.
    2. 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, John Wiley & Sons, vol. 65(4), pages 717-738, April.
    3. Marselli, Riccardo & Vannini, Marco, 1997. "Estimating a crime equation in the presence of organized crime: Evidence from Italy," International Review of Law and Economics, Elsevier, vol. 17(1), pages 89-113, March.
    4. Bruce L. Benson, 2010. "The Allocation of Police," Chapters, in: Bruce L. Benson & Paul R. Zimmerman (ed.), Handbook on the Economics of Crime, chapter 8, Edward Elgar Publishing.
    5. Altindag, Duha T., 2012. "Crime and unemployment: Evidence from Europe," International Review of Law and Economics, Elsevier, vol. 32(1), pages 145-157.
    6. Desimone, Jeff, 2001. "The Effect of Cocaine Prices on Crime," Economic Inquiry, Western Economic Association International, vol. 39(4), pages 627-643, October.
    7. Philip A. Curry & Anindya Sen & George Orlov, 2016. "Crime, apprehension and clearance rates: Panel data evidence from Canadian provinces," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(2), pages 481-514, May.
    8. Lucia dalla Pellegrina & Giorgio Di Maio & Donato Masciandaro & Margherita Saraceno, 2020. "Organized crime, suspicious transaction reporting and anti-money laundering regulation," Regional Studies, Taylor & Francis Journals, vol. 54(12), pages 1761-1775, December.
    9. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    10. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2009. "Testing the fixed effects restrictions? A Monte Carlo study of Chamberlain's Minimum Chi-Squared test," Statistics & Probability Letters, Elsevier, vol. 79(10), pages 1358-1362, May.
    11. Deiana, C, 2016. "Local Labour Market Effects of Unemployment on Crime Induced by Trade Shocks," Economics Discussion Papers 16529, University of Essex, Department of Economics.
    12. Horst Entorf & Hannes Spengler, 2005. "Ökonometrie der Kriminalität," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 58(16), pages 13-25, August.
    13. 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.
    14. Hope Corman & H. Naci Mocan, 1996. "A Time-Series Analysis of Crime and Drug Use in New York City," NBER Working Papers 5463, National Bureau of Economic Research, Inc.
    15. Entorf, Horst & Winkler, Peter, 2001. "The economics of crime: investigating the drugs-crime channel: empirical evidence from panel data of the German states," ZEW Discussion Papers 01-37, ZEW - Leibniz Centre for European Economic Research.
    16. Siwach, Garima, 2018. "Unemployment shocks for individuals on the margin: Exploring recidivism effects," Labour Economics, Elsevier, vol. 52(C), pages 231-244.
    17. 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.
    18. Víctor Hugo Torres Preciado, 2017. "Desempleo y criminalidad en los estados de la frontera norte de México: un enfoque espacial bayesiano de vectores auto-regresivos. (Unemployment and crime in the Northern-border states of Mexico: a sp," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(1), pages 25-58, May.
    19. Javier Parra Domínguez & Isabel María García Sánchez & Luis Rodríguez Domínguez, 2015. "Relationship between police efficiency and crime rate: a worldwide approach," European Journal of Law and Economics, Springer, vol. 39(1), pages 203-223, February.
    20. Jorgen Lauridsen, 2009. "Is Baltic Crime Economically Rational?," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 9(1), pages 31-38, July.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:japmet:v:21:y:2006:i:4:p:543-547. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0883-7252/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.