Encyclopedia of Criminology and Criminal Justice

2014 Edition
| Editors: Gerben Bruinsma, David Weisburd

Microsimulation Models of the Criminal Justice System

Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-5690-2_689

Overview

This entry provides an introduction to the use of microsimulation models for informing decision making by criminal justice system professionals. Microsimulation models are placed within a framework for understanding computer simulation models. A brief history of the use of simulation models and microsimulation models in the criminal justice system is provided. The processes involved in the development of the Queensland Juvenile Justice Simulation model are described to illustrate the steps required to develop, validate, and use a microsimulation model. Finally, some of the challenges and advantages to using microsimulation models in the criminal justice system are explored.

Overview of Social Science Microsimulation Modelling

Within the social sciences three broad approaches to computer simulation models have been identified: macrosimulation approach, microsimulation approach, and agent-based modelling approach (Macy and Willer 2002). The development of macrosimulation models...

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Recommended Reading and References

  1. Allard R (2010) Understanding and preventing indigenous offending. Indigenous justice clearing house brief No 9. Australian Institute of Criminology, CanberraGoogle Scholar
  2. Anderson RE, Hicks C (2011) Highlights of contemporary microsimulation. Soc Sci Comput Rev 29:3–8Google Scholar
  3. Auerhahn K (2002) Selective incapacitation, three strikes and the problem of aging prison populations: using simulation modelling see the future. Crimin Publ Policy 1:353–388Google Scholar
  4. Auerhahn K (2007) Do you know who your probationers are? Using simulation modelling to estimate the composition of California’s felony probation population 1980–2000. Justice Q 24:28–47Google Scholar
  5. Auerhahn K (2008a) Dynamic systems simulation analysis: a planning tool for the new century. J Crim Justice 36:239–300Google Scholar
  6. Auerhahn K (2008b) Using simulation modelling to evaluation sentencing reform in California: choosing the future. J Exp Criminol 4:241Google Scholar
  7. Austin J, Cuvelier S, McVey A (1992) Projecting the future of corrections: the state of the art. Crime Delinq 38:385–408Google Scholar
  8. Australian Bureau of Statistics (2003) Population projections, Australian, 2002–2101. Australian Government, CanberraGoogle Scholar
  9. Australian Bureau of Statistics (2011) Prisoners in Australia, catalogue 4517.0. Commonwealth Government of Australia, CanberraGoogle Scholar
  10. Australian Institute of Criminology (2012) Australian crime: facts and figures: 2011. Australian Institute of Criminology, CanberraGoogle Scholar
  11. Belkin J, Blumstein A, Glass W, Lettre M (1972) JUSSIM, an interactive computer program and its uses in criminal justice planning. In: Cooper G (ed) Proceedings of the international symposium on criminal justice information and statistics systems. Project SEARCH, Sacramento, pp. 467–477Google Scholar
  12. Belkin J, Blumstein A, Glass W (1973) Recidivism as a feedback process: an analytical model and empirical validation. J Crim Justice 1:7–26Google Scholar
  13. Blumstein A (2002) Crime modeling. Oper Res 50:16–24Google Scholar
  14. Blumstein A (2007) An OR missionary’s visits to the criminal justice system. Oper Res 55:14–23Google Scholar
  15. Cassidy RG (1985) Modelling a criminal justice system. In: Farrington DP, Tarling R (eds) Prediction in criminology. State University of New York Press, Albany, pp. 193–207Google Scholar
  16. Clark J, Lind B (2003) The New South Wales criminal justice system simulation model: further developments. Crime Justice Bull No 76. New South Wales Bureau of Crime Statistics and Research. http://www.lawlink.nsw.gov.au/bocsar1.nsf/pages/index
  17. Crettenden I, Parker J, Macalpine S (1983) A computer simulation model of the district criminal court of New South Wales. New South Wales Bureau of Crime Statistics and Research, SydneyGoogle Scholar
  18. Cullen FT (2011) Beyond adolescence-limited criminology: choosing our future – the American society of criminology 2010 Sutherland address. Criminology 49:287–330Google Scholar
  19. Farrington D (1994) Early developmental prevention of juvenile delinquency. Crim Behav Ment Health 4:209–226Google Scholar
  20. Farrington DP (2003) Developmental and life-course criminology: key theoretical and empirical issues – the 2002 Sutherland award address. Criminology 411:221–256Google Scholar
  21. Gilbert N, Troitzsch KG (2005) Simulation for the social scientist, 2nd edn. Open University Press, BerkshireGoogle Scholar
  22. Gordon MB (2009) A random walk in the literature on criminality: a partial and critical view on some statistical analysis and modelling techniques. Eur J Appl Math 21:283–305Google Scholar
  23. Lind B, Chilvers M, Weatherburn D (2001) Simulating the New South Wales criminal justice system: a stock and flow approach. New South Wales Bureau of Crime Statistics and Research. http://www.lawlink.nsw.gov.au/bocsar1.nsf/files/r50.pdf/$file/r50.pdf
  24. Livingston M, Stewart A, Palk G (2006) A microsimulation model of the juvenile justice system in Queensland. Trends and issues in crime and criminal justice No. 307. Australian Institute of Criminology, CanberraGoogle Scholar
  25. Luke G, Lind B (2002) Reducing juvenile crime: conferencing versus court. Crime Justice Bull No. 69, New South Wales Bureau of Crime StatisticsGoogle Scholar
  26. Macy MW, Willer R (2002) From factors to actors: computational sociology and agent-based modelling. Annu Rev Sociol 28:143–166Google Scholar
  27. Maltz MD (1996) From Poisson to the present: applying operations research to the problems of crime and justice. J Quant Criminol 12:3–61Google Scholar
  28. McEwen TJ (1992) CJSSIM: Criminal justice system simulation model user manual. Institute for Law and Justice, AlexandriaGoogle Scholar
  29. Mollona E (2008) Computer simulation in the social sciences. J Manag Gov 12:205–211Google Scholar
  30. Morgan PM (1985a) Modelling the criminal justice system. In: Moxon D (ed) Managing criminal justice. HMSO, London, pp 29–45Google Scholar
  31. Morgan PM (1985b) Modelling the criminal justice system. Home office research and planning unit paper 35. Home Office, LondonGoogle Scholar
  32. Nagin D (2012) Alfred Blumstein. In: Assad A (ed) The founders of operations research. Springer, New York, pp 707–719Google Scholar
  33. Piquero AR, Farrington DP, Blumstein A (2003) The criminal career paradigm background and recent developments. Crime Justice Rev Res 30:359–506Google Scholar
  34. Productivity Commission (2012) Report on government services 2011. Australian Government, CanberraGoogle Scholar
  35. Spielauer M (2011) What is social science microsimulation? Soc Sci Comput Rev 29:9–20Google Scholar
  36. Stewart A, Spencer N, O’Connor I, Palk G, Livingston M, Allard T (2004) Juvenile justice simulation model: a report on the Australian Research Council Strategic Partnerships with Industry Research and Training Grant No C00106983. http://www.griffith.edu.au/__data/assets/pdf_file/0009/54846/jmagmodel.pdf
  37. Stewart A, Hayes H, Livingston M, Palk G (2008) Youth justice conferencing and indigenous over-representation in the Queensland juvenile justice system: a micro-simulation case study. J Exp Criminol 4:357–380Google Scholar
  38. Weatherburn D, Fitzgerald K, Hau J (2003) Reducing aboriginal over-representation in prison. Aust J Public Adm 62:65–73Google Scholar
  39. Zarkin GA, Dunlap LK, Hicks KA, Mamo D (2005) Benefits and costs of methadone treatment: results from a lifetime simulation model. Health Econ 14:1133–1150Google Scholar
  40. Zarkin GA, Cowell AJ, Hicks KA, Mills MJ, Belenko S, Dunlap LJ, Houser KA, Keyes V (2012) Benefits and costs of substance abuse treatment programs for state prison inmates: results from a lifetime simulation model. Health Econ 21:633–652Google Scholar

Copyright information

© Springer Science+Business Media New York 2014

Authors and Affiliations

  1. 1.School of Criminology and Criminal JusticeGriffith UniversityBrisbaneAustralia