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Prison, Semi-Liberty and Recidivism: Bounding Causal Effects in a Survival Model

Author

Listed:
  • Benjamin Monnery

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique)

  • François-Charles Wolff

    (LEMNA - Laboratoire d'économie et de management de Nantes Atlantique - IEMN-IAE Nantes - Institut d'Économie et de Management de Nantes - Institut d'Administration des Entreprises - Nantes - UN - Université de Nantes)

  • Anaïs Henneguelle

    (LIRIS - Laboratoire interdisciplinaire de recherche en innovations sociétales - UR2 - Université de Rennes 2)

Abstract

This paper investigates the effect of semi-liberty as an alternative to prison on recidivism in France. Our analysis is based on a unique dataset comprising 1,445 offenders, all eligible to semi-liberty. In the absence of an instrumental variable affecting access to semi-liberty but unrelated to recidivism, we turn to selection-on-observable methods as well as sensitivity analyses to bound the causal effect of interest. Our results under treatment exogeneity (Cox regressions) and conditional independence (entropy balancing matching) show that semi-liberty is associated with a reduction of 22% to 31% in offenders' hazard of recidivism in the five years after release. The estimated effects decrease, but remain negative and significant when credible confounders are introduced. Overall, our analysis lends strong support for a beneficial effect of semi-liberty compared to prison.

Suggested Citation

  • Benjamin Monnery & François-Charles Wolff & Anaïs Henneguelle, 2020. "Prison, Semi-Liberty and Recidivism: Bounding Causal Effects in a Survival Model," Post-Print hal-02423761, HAL.
  • Handle: RePEc:hal:journl:hal-02423761
    DOI: 10.1016/j.irle.2019.105884
    Note: View the original document on HAL open archive server: https://hal.science/hal-02423761v1
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    References listed on IDEAS

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    1. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    2. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, September.
    3. Anaïs Henneguelle & Benjamin Monnery & Annie Kensey, 2016. "Better at Home than in Prison? The Effects of Electronic Monitoring on Recidivism in France," Journal of Law and Economics, University of Chicago Press, vol. 59(3), pages 629-667.
    4. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    5. Anaïs Henneguelle & Benjamin Monnery & Annie Kensey, 2016. "Better at Home than in Prison? The Effects of Electronic Monitoring on Recidivism in France," Journal of Law and Economics, University of Chicago Press, vol. 59(3), pages 629-667.
    6. Rafael Di Tella & Ernesto Schargrodsky, 2013. "Criminal Recidivism after Prison and Electronic Monitoring," Journal of Political Economy, University of Chicago Press, vol. 121(1), pages 28-73.
    7. Nan Xuan Lin & Stuart Logan & William Edward Henley, 2013. "Bias and Sensitivity Analysis When Estimating Treatment Effects from the Cox Model with Omitted Covariates," Biometrics, The International Biometric Society, vol. 69(4), pages 850-860, December.
    8. Benjamin Monnery, 2015. "The determinants of recidivism among ex-prisoners: a survival analysis on French data," European Journal of Law and Economics, Springer, vol. 39(1), pages 37-56, February.
    9. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    10. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    11. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2008. "Using Selection on Observed Variables to Assess Bias from Unobservables When Evaluating Swan-Ganz Catheterization," American Economic Review, American Economic Association, vol. 98(2), pages 345-350, May.
    12. Quinn McNemar, 1947. "Note on the sampling error of the difference between correlated proportions or percentages," Psychometrika, Springer;The Psychometric Society, vol. 12(2), pages 153-157, June.
    13. Richey, Jeremiah, 2015. "Shackled labor markets: Bounding the causal effects of criminal convictions in the U.S," International Review of Law and Economics, Elsevier, vol. 41(C), pages 17-24.
    14. Benjamin Monnery, 2015. "The determinants of recidivism among ex-prisoners: a survival analysis on French data," European Journal of Law and Economics, Springer, vol. 39(1), pages 37-56, February.
    15. Latessa, Edward & Allen, Harry E., 1982. "Halfway houses and parole: A national assesment," Journal of Criminal Justice, Elsevier, vol. 10(2), pages 153-163.
    16. Siwach, Garima, 2017. "Criminal background checks and recidivism: Bounding the causal impact," International Review of Law and Economics, Elsevier, vol. 52(C), pages 74-85.
    17. Anaïs Henneguelle, 2017. "Comment sortir de prison ? Le rôle des statistiques pénitentiaires dans la compréhension des comportements de récidive," Post-Print hal-01948803, HAL.
    18. Anaïs Henneguelle & Benjamin Monnery, 2017. "Prison, peines alternatives et récidive," Revue française d'économie, Presses de Sciences-Po, vol. 0(1), pages 169-207.
    19. Giovanni Mastrobuoni & Daniele Terlizzese, 2014. "Harsh or Human? Detention Conditions and Recidivism," EIEF Working Papers Series 1413, Einaudi Institute for Economics and Finance (EIEF), revised May 2018.
    20. Hartman, David J. & Friday, Paul C. & Minor, Kevin I., 1994. "Residential probation: A seven-year follow-up study of halfway house discharges," Journal of Criminal Justice, Elsevier, vol. 22(6), pages 503-515.
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    Cited by:

    1. Benjamin Monnery & Saïd Souam & Anna Montagutelli, 2021. "Economie du travail en prison : enjeux, résultats et recommandations," EconomiX Working Papers 2021-26, University of Paris Nanterre, EconomiX.
    2. Melcarne, Alessandro & Monnery, Benjamin & Wolff, François-Charles, 2022. "Prosecutors, judges and sentencing disparities: Evidence from traffic offenses in France," International Review of Law and Economics, Elsevier, vol. 71(C).
    3. Meier, Armando N. & Levav, Jonathan & Meier, Stephan, 2020. "Early Release and Recidivism," IZA Discussion Papers 13035, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    Recidivism; semi-liberty; halfway houses; prison; survival analyses; sensitivity analyses;
    All these keywords.

    JEL classification:

    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General

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