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Modeling criminal careers of different levels of offence

Author

Listed:
  • Raimundo, Silvia Martorano
  • Yang, Hyun Mo
  • Rubio, Felipe Alves
  • Greenhalgh, David
  • Massad, Eduardo

Abstract

We set up and analyse a mathematical model, the Serious Crime Model, which describes the interaction of mild and serious offenders and potential criminals. However we get more complete results for a simpler version of this model, the Mild Crime Model, with no serious offenders. For the full Serious Crime Model there are two key parameters R01 and R02 corresponding to the basic reproduction number in the mathematics of infectious diseases, which determine the behaviour of the system. For the Simpler Mild Crime Model there is just one such parameter R01. Both forward and backward bifurcation can occur for this second model with two subcritical non-trivial equilibria possible for R01<1 in the backwards case. For backwards bifurcation there is another threshold value R0* such that the upper non-trivial equilibrium is unstable for R01R0*. For forwards bifurcation there is a second additional threshold value R0** such that the stability of the unique non-trivial equilibrium switches from unstable to stable as R01 passes through R0**. At the end we return to the full Serious Crime Model and discuss the behaviour of this model. The results are meaningful and interesting because in all of the other epidemiological and sociological models of which we are aware, analogous thresholds to R0* and R0** do not exist. For forwards bifurcation the unique non-trivial equilibrium, and for backwards bifurcation with two subcritical endemic equilibria the higher non-trivial equilibrium, are also usually always locally asymptotically stable. So our models exhibit unusual and interesting behaviour.

Suggested Citation

  • Raimundo, Silvia Martorano & Yang, Hyun Mo & Rubio, Felipe Alves & Greenhalgh, David & Massad, Eduardo, 2023. "Modeling criminal careers of different levels of offence," Applied Mathematics and Computation, Elsevier, vol. 453(C).
  • Handle: RePEc:eee:apmaco:v:453:y:2023:i:c:s0096300323002424
    DOI: 10.1016/j.amc.2023.128073
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    References listed on IDEAS

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    1. Edward L. Glaeser & Bruce Sacerdote & José A. Scheinkman, 1996. "Crime and Social Interactions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 507-548.
    2. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    3. Sah, Raaj K, 1991. "Social Osmosis and Patterns of Crime," Journal of Political Economy, University of Chicago Press, vol. 99(6), pages 1272-1295, December.
    4. Yang, Hyun Mo & Greenhalgh, David, 2015. "Proof of conjecture in: The basic reproduction number obtained from Jacobian and next generation matrices—A case study of dengue transmission modelling," Applied Mathematics and Computation, Elsevier, vol. 265(C), pages 103-107.
    5. M. B. Gordon & J. R. Iglesias & V. Semeshenko & J. P. Nadal, 2009. "Crime and punishment: the economic burden of impunity," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 68(1), pages 133-144, March.
    6. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
    7. Mohler, G. O. & Short, M. B. & Brantingham, P. J. & Schoenberg, F. P. & Tita, G. E., 2011. "Self-Exciting Point Process Modeling of Crime," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 100-108.
    8. Silvia Martorano Raimundo & Hyun Mo Yang & Eduardo Massad, 2018. "Contagious Criminal Career Models Showing Backward Bifurcations: Implications for Crime Control Policies," Journal of Applied Mathematics, Hindawi, vol. 2018, pages 1-16, August.
    9. Bilali Mataru & Okelo Jeconiah Abonyo & David Malonza & Anum Shafiq, 2023. "Mathematical Model for Crimes in Developing Countries with Some Control Strategies," Journal of Applied Mathematics, Hindawi, vol. 2023, pages 1-14, February.
    10. Jens Ludwig & Jeffrey R. Kling, 2007. "Is Crime Contagious?," Journal of Law and Economics, University of Chicago Press, vol. 50(3), pages 491-518.
    11. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    12. Birhanu Baye Terefe & Theodore E. Simos, 2022. "Mathematical Model Analysis on the Diffusion of Violence," International Journal of Mathematics and Mathematical Sciences, Hindawi, vol. 2022, pages 1-11, October.
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