IDEAS home Printed from https://ideas.repec.org/a/eee/econom/v158y2010i2p306-317.html
   My bibliography  Save this article

Understanding aggregate crime regressions

Author

Listed:
  • Durlauf, Steven N.
  • Navarro, Salvador
  • Rivers, David A.

Abstract

This paper provides a general description of the relationship between individual decision problems and aggregate crime regressions. The analysis is designed to elucidate the behavioral and statistical assumptions that are implicit in the use of aggregate crime regressions for both the analysis of crime determinants as well in counterfactual policy evaluation. We apply our general arguments to the question of the deterrent effect of capital punishment and show how alternative assumptions affect estimates of the deterrent effect.

Suggested Citation

  • Durlauf, Steven N. & Navarro, Salvador & Rivers, David A., 2010. "Understanding aggregate crime regressions," Journal of Econometrics, Elsevier, vol. 158(2), pages 306-317, October.
    • Handle: RePEc:eee:econom:v:158:y:2010:i:2:p:306-317
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304-4076(10)00006-0
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    3. John R. Lott & John Whitley, 2007. "Abortion And Crime: Unwanted Children And Out‐Of‐Wedlock Births," Economic Inquiry, Western Economic Association International, vol. 45(2), pages 304-324, April.
    4. Ted Joyce, 2004. "Did Legalized Abortion Lower Crime?," Journal of Human Resources, University of Wisconsin Press, vol. 39(1).
    5. Naci Mocan & Kaj Gittings, 2010. "The Impact of Incentives on Human Behavior: Can We Make it Disappear? The Case of the Death Penalty," NBER Chapters, in: The Economics of Crime: Lessons For and From Latin America, pages 379-418, National Bureau of Economic Research, Inc.
    6. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February.
    7. John J. Donohue, III & Steven D. Levitt, 2004. "Further Evidence that Legalized Abortion Lowered Crime: A Reply to Joyce," Journal of Human Resources, University of Wisconsin Press, vol. 39(1).
    8. 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, American Law and Economics Association, vol. 5(2), pages 344-376, August.
    9. John J. Donohue III & Steven D. Levitt, 2001. "The Impact of Legalized Abortion on Crime," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 379-420.
    10. Ted Joyce, 2001. "Did Legalized Abortion Lower Crime?," NBER Working Papers 8319, National Bureau of Economic Research, Inc.
    11. John Lott & John Whitley, "undated". "Abortion and Crime: Unwanted Children and Out-of-Wedlock Births," Yale Law School John M. Olin Center for Studies in Law, Economics, and Public Policy Working Paper Series yale_lepp-1018, Yale Law School John M. Olin Center for Studies in Law, Economics, and Public Policy.
    12. Ehrlich, Isaac, 1977. "Capital Punishment and Deterrence: Some Further Thoughts and Additional Evidence," Journal of Political Economy, University of Chicago Press, vol. 85(4), pages 741-788, August.
    13. Matzkin, Rosa L, 1992. "Nonparametric and Distribution-Free Estimation of the Binary Threshold Crossing and the Binary Choice Models," Econometrica, Econometric Society, vol. 60(2), pages 239-270, March.
    14. Abbring, Jaap H. & Heckman, James J., 2007. "Econometric Evaluation of Social Programs, Part III: Distributional Treatment Effects, Dynamic Treatment Effects, Dynamic Discrete Choice, and General Equilibrium Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 72, Elsevier.
    15. Stoker, Thomas M, 1993. "Empirical Approaches to the Problem of Aggregation Over Individuals," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1827-1874, December.
    16. Ehrlich, Isaac, 1975. "The Deterrent Effect of Capital Punishment: A Question of Life and Death," American Economic Review, American Economic Association, vol. 65(3), pages 397-417, June.
    17. Lott, John R, Jr, 1998. "The Concealed-Handgun Debate," The Journal of Legal Studies, University of Chicago Press, vol. 27(1), pages 221-243, January.
    18. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    19. 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.
    20. James J. Heckman, 2000. "Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 45-97.
    21. Christopher L. Foote & Christopher F. Goetz, 2008. "The Impact of Legalized Abortion on Crime: Comment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 407-423.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tiago Freire, 2016. "How The 1978 Foreign Domestic Workers Law Increased The Labor Supply Of Singaporean Women," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(05), pages 1-19, December.
    2. Eugene Braslavskiy & Firmin Doko Tchatoka & Virginie Masson, 2019. "The Importance Of Punishment Substitutability In Criminometric Studies," Bulletin of Economic Research, Wiley Blackwell, vol. 71(3), pages 491-507, July.
    3. Rosa C. Hayes & Masami Imai & Cameron A. Shelton, 2015. "Attribution Error In Economic Voting: Evidence From Trade Shocks," Economic Inquiry, Western Economic Association International, vol. 53(1), pages 258-275, January.
    4. Beraldo, Sergio & Caruso, Raul & Turati, Gilberto, 2013. "Life is now! Time preferences and crime: Aggregate evidence from the Italian regions," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 47(C), pages 73-81.
    5. Rohner, Dominic & Couttenier, Mathieu & Preotu, Veronica, 2016. "The Violent Legacy of Victimization: Post-Conflict Evidence on Asylum Seekers, Crimes and Public Policy in Switzerland," CEPR Discussion Papers 11079, C.E.P.R. Discussion Papers.
    6. Steven N. Durlauf & Chao Fu & Salvador Navarro, 2011. "Capital Punishment and Deterrence: Understanding Disparate Results," Working Papers 2012-005, Human Capital and Economic Opportunity Working Group.
    7. Paolo Buonanno & Leopoldo Fergusson & Juan Fernando Vargas, 2014. "The crime kuznets curve," Borradores de Investigación 11043, Universidad del Rosario.
    8. Susmita Roy, 2010. "The impact of natural disasters on crime," Working Papers in Economics 10/57, University of Canterbury, Department of Economics and Finance.
    9. Mastrobuoni, Giovanni, 2019. "Police disruption and performance: Evidence from recurrent redeployments within a city," Journal of Public Economics, Elsevier, vol. 176(C), pages 18-31.
    10. Steven N. Durlauf & Daniel S. Nagin, 2010. "The Deterrent Effect of Imprisonment," NBER Chapters, in: Controlling Crime: Strategies and Tradeoffs, pages 43-94, National Bureau of Economic Research, Inc.
    11. Tiago Freire, 2015. "City of God Redux: Inequality, Migration, and Violent Crime in Brazil between 1980 and 2000," ERSA conference papers ersa15p658, European Regional Science Association.
    12. Durlauf, Steven N. & Navarro, Salvador & Rivers, David A., 2016. "Model uncertainty and the effect of shall-issue right-to-carry laws on crime," European Economic Review, Elsevier, vol. 81(C), pages 32-67.
    13. Gumpert, Anna & Hines, James R. & Schnitzer, Monika, 2011. "The use of tax havens in exemption regimes," Discussion Paper Series 1: Economic Studies 2011,30, Deutsche Bundesbank.
    14. William A. Brock & Steven N. Durlauf, 2015. "On Sturdy Policy Evaluation," The Journal of Legal Studies, University of Chicago Press, vol. 44(S2), pages 447-473.
    15. Giovanni Mastrobuoni & David A Rivers, 2019. "Optimising Criminal Behaviour and the Disutility of Prison," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1364-1399.
    16. 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.
    17. Geert Mesters & Victor van der Geest & Catrien Bijleveld, 2014. "Crime, Employment and Social Welfare: an Individual-level Study on Disadvantaged Males," Tinbergen Institute Discussion Papers 14-091/III, Tinbergen Institute.
    18. repec:hal:spmain:info:hdl:2441/6lb0bbni2p86t8ib82gjce1ok1 is not listed on IDEAS
    19. Natalia Lazzati & Amilcar A. Menichini, 2016. "Hot Spot Policing: A Study of Place‐Based Strategies for Crime Prevention," Southern Economic Journal, John Wiley & Sons, vol. 82(3), pages 893-913, January.
    20. Mancino, Maria Antonella & Navarro, Salvador & Rivers, David A., 2016. "Separating state dependence, experience, and heterogeneity in a model of youth crime and education," Economics of Education Review, Elsevier, vol. 54(C), pages 274-305.
    21. Povilas Lastauskas & Eirini Tatsi, 2013. "Spatial Nexus in Crime and unemployment in Times of crisis: Evidence from Germany," Cambridge Working Papers in Economics 1359, Faculty of Economics, University of Cambridge.
    22. repec:spo:wpmain:info:hdl:2441/6lb0bbni2p86t8ib82gjce1ok1 is not listed on IDEAS
    23. Sergio Beraldo & Raul Caruso & Gilberto Turati, 2012. "Life is Now! Time Discounting and Crime: Aggregate Evidence from the Italian Regions (2002-2007)," Working papers 013, Department of Economics, Social Studies, Applied Mathematics and Statistics (Dipartimento di Scienze Economico-Sociali e Matematico-Statistiche), University of Torino.
    24. Gavrilova, Evelina & Campaniello, Nadia, 2015. "Uncovering the Gender Participation Gap in the Crime Market," IZA Discussion Papers 8982, Institute of Labor Economics (IZA).

    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. Gebhard Kirchgässner, 2011. "Econometric Estimates of Deterrence of the Death Penalty: Facts or Ideology?," Kyklos, Wiley Blackwell, vol. 64(3), pages 448-478, August.
    2. Crinò, Rosario & Immordino, Giovanni & Piccolo, Salvatore, 2019. "Marginal deterrence at work," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 586-612.
    3. Angela K. Dills & Jeffrey A. Miron & Garrett Summers, 2010. "What Do Economists Know about Crime?," NBER Chapters, in: The Economics of Crime: Lessons For and From Latin America, pages 269-302, National Bureau of Economic Research, Inc.
    4. François, Abel & Magni-Berton, Raul & Weill, Laurent, 2014. "Abortion and crime: Cross-country evidence from Europe," International Review of Law and Economics, Elsevier, vol. 40(C), pages 24-35.
    5. Travaglini, Guido, 2010. "Supervised Principal Components and Factor Instrumental Variables. An Application to Violent CrimeTrends in the US, 1982-2005," MPRA Paper 22077, University Library of Munich, Germany.
    6. Theodore J. Joyce, 2009. "Abortion and Crime: A Review," NBER Working Papers 15098, National Bureau of Economic Research, Inc.
    7. Carlisle E. Moody & Thomas B. Marvell, 2010. "On the Choice of Control Variables in the Crime Equation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(5), pages 696-715, October.
    8. Todd D. Kendall & Robert Tamura, 2010. "Unmarried Fertility, Crime, and Social Stigma," Journal of Law and Economics, University of Chicago Press, vol. 53(1), pages 185-221, February.
    9. Naci Mocan & Kaj Gittings, 2010. "The Impact of Incentives on Human Behavior: Can We Make it Disappear? The Case of the Death Penalty," NBER Chapters, in: The Economics of Crime: Lessons For and From Latin America, pages 379-418, National Bureau of Economic Research, Inc.
    10. Ted Joyce, 2010. "Abortion and Crime: A Review," Chapters, in: Bruce L. Benson & Paul R. Zimmerman (ed.), Handbook on the Economics of Crime, chapter 18, Edward Elgar Publishing.
    11. Wanchuan Lin & Juan Pantano, 2015. "The unintended: negative outcomes over the life cycle," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(2), pages 479-508, April.
    12. Nunley, John M. & Seals, Richard Alan & Zietz, Joachim, 2011. "Demographic change, macroeconomic conditions, and the murder rate: The case of the United States, 1934–2006," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 942-948.
    13. Alejandro Gaviria & Carlos Medina & Jorge Tamayo, 2010. "Assessing the Link between Adolescent Fertility and Urban Crime," Borradores de Economia 6860, Banco de la Republica.
    14. John J Donohue & Steven Levitt, 2020. "The Impact of Legalized Abortion on Crime over the Last Two Decades," American Law and Economics Review, American Law and Economics Association, vol. 22(2), pages 241-302.
    15. Arnaud Chevalier & Olivier Marie, 2013. "Economic Uncertainty, Parental Selection, and the Criminal Activity of the "Children of the Wall"," SOEPpapers on Multidisciplinary Panel Data Research 605, DIW Berlin, The German Socio-Economic Panel (SOEP).
    16. Chevalier, Arnaud & Marie, Olivier, 2024. "Risky moms, risky kids? fertility and crime after the fall of the wall," Journal of Public Economics, Elsevier, vol. 230(C).
    17. 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.
    18. Julio Cáceres-Delpiano & Eugenio Giolito, 2012. "The Impact of Unilateral Divorce on Crime," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 215-248.
    19. Clarke, Damian, 2023. "The Economics of Abortion Policy," IZA Discussion Papers 16395, Institute of Labor Economics (IZA).
    20. Matzkin, Rosa L., 2012. "Identification in nonparametric limited dependent variable models with simultaneity and unobserved heterogeneity," Journal of Econometrics, Elsevier, vol. 166(1), pages 106-115.

    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:eee:econom:v:158:y:2010:i:2:p:306-317. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jeconom .

    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.