Abstract
A method of using estimates of “one-step” probabilities of recidivism, i.e., conditional probabilities of individuals returning to prison for the jth time given release for the (j-1)st time, to estimate the numbers of prison terms expected to be accumulated by the individuals, is presented. The method is illustrated by calculating the expected numbers of prison terms separately for racial and gender groups in a large data base of Western Australian prisoners. The recidivism probabilities for these data were estimated by fitting Weibull “mixture” models to the (possibly censored) times to recidivate. The probabilities increase strongly asj increases from 1 to 6, then level off. Large differences between them are due to racial and gender group and these are reflected in the differing expected prison career durations for these groups. The effect of interventions which might lower recidivism is discussed in the light of the method as applied to these estimates.
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Blumstein, A., Cohen, J., Roth, A., and Visher, C. A. Eds. (1986).Criminal Careers and “Career Criminals,” National Academy Press, Washington, D.C., Vol. 1.
Blumstein, A., Cohen, J., and Farrington, D. P. (1988a). Criminal career research: Its value for criminology.Criminology 26: 1–35.
Blumstein, A., Cohen, J., Das, S., and Moitra, S. D. (1988b). Specialization and seriousness during adult criminal careers.J. Quant. Criminal. 4: 303–347.
Broadhurst, R. G. (1990). The evaluation of imprisonment and parole: Survival or failure rates. Paper presented to the Australian Institute of Criminology Conference: Keeping People out of Prison, Hobart, 1990.
Broadhurst, R., and Maller, R. (1990). The recidivism of prisoners released for the first time: Reconsidering the effectiveness question.Aust. N.Z. J. Crim. 23: 88–104.
Broadhurst, R., Maller, R., Maller, M., and Duffecy, J. (1988). Aboriginal and non-Aboriginal recidivism in Western Australia: A failure rate analysis.J. Res. Crime Delinq. 25: 83–108.
Farrington, D. P. (1989). Later adult life outcomes of offenders and non-offenders. In Brambring, M., Losel, F., and Skowronek, H. (eds.),Children at Risk: Assessment and Longitudinal Research, de Gruyter, Berlin.
Farrington, D. P., and Tarling, R. (1985).Prediction in Criminology. SUNY Press, Albany, N.Y.
Farrington, D. P., Snyder, H. N., and Finnegan, T. A. (1988). Specialization in juvenile court careers.Criminology 26: 461–485.
Gottfredson, M. R., and Hirschi, T. (1986). The true value of lambda would appear to be zero: An essay on career criminals, criminal careers, selective incapacitation, cohort studies, and related topics.Criminology 24: 213–233.
Gottfredson, M. R., and Hirschi, T. (1988). Science, public policy and the career paradigm.Criminology 26: 37–56.
Gottfredson, D. M., Wilkins, L. T., Hoffman, P. B., and Singer, S. M. (1974).The Utilization of Experience in Parole Decision-Making, Summary report, U.S. Government Printing Office, Washington, D.C.
Greenberg, D. (1985). Age, crime, and social explanation.Am. J. Sociol. 91: 1–21.
Hazelhurst, K. (ed.) (1987).Ivory Scales: Black Australians and the Law, University of N.S.W. Press, Sydney.
Kempf, K. L. (1987). Specialization and the criminal career.Criminology 25: 399–420.
Kempf, K. L. (1988). Crime severity and criminal progression.J. Crim. Law Criminol. 79: 524–540.
Klein, M. W. (1984). Offence specialisation and versatility among juveniles.Br. J. Criminol. 24: 185–194.
Maller, R. A., and Broadhurst, R. G. (1989). Careers of institutionalised chronic and serious offenders. Report to the Australian Criminology Research Council, Canberra, Australia.
Maltz, M. D. (1984).Recidivism, Academic Press, London.
Maltz, M. D., and McLeary, R. (1977). The mathematics of behavioural change: recidivism and construct validity.Eval. Q. 1: 421–438.
Nuttall, C. P.,et al. (1977).Parole in England and Wales, Home Office Research Study No. 38, Her Majesty's Stationery Office, Home Office, London.
Petersilia, J. (1980). Criminal career research: A review of recent evidence. In Morris, N., and Tonry, M. (eds.),Crime and Justice. Vol. 2, University of Chicago Press, Chicago.
Petersilia, J., Greenwood, P., and Lavin, M. (1977).Criminal Careers of Habitual Felons, Rand Corp., Santa Monica, Calif.
Phillpotts, G. J., and Lancucki, L. B. (1979).Previous Convictions, Sentence and Reconviction: A Statistical Study of 5000 Offenders Convicted in January 1971, Report No. 53, Her Majesty's Stationery Office, Home Office, London.
Radzinowicz, L. and Hood, R. (1986).A History of the English Criminal Law, Vol. 5, Stevens, London.
Schmidt, P., and Witte, A. D. (1988).Predicting Recidivism Using Survival Models, Springer-Verlag, New York.
Stander, J., Farrington, D. P., Hill, G., and Altham, P. M. E. (1989). Markov chain analysis and specialisation in criminal careers.Br. J. Criminol. 29: 317–335.
Ward, D. (1987).The Validity of the Reconviction Prediction Score, Home Office Research Study No. 94, Her Majesty's Stationery Office, Home Office, London.
West, D. J. (1982).Delinquency, Its Roots, Careers and Prospects, Heinemann, London.
West, D. J., and Farrington, D. P. (1977).The Delinquent Way of Life, Heinemann, London.
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Broadhurst, R.G., Maller, R.A. Estimating the numbers of prison terms in criminal careers from one-step probabilities of recidivism. J Quant Criminol 7, 275–290 (1991). https://doi.org/10.1007/BF01063234
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DOI: https://doi.org/10.1007/BF01063234