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Forecasting Recidivism in Mentally Ill Offenders Released from Prison

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Law and Human Behavior

Abstract

Little research has focused on assessing the risk of mentally ill offenders (MIOs) released from state prisons. Here we report findings for 333 mentally ill offenders released from Washington State prisons. Logistic regression identified sets of variables that forecasted felony and violent reconviction as accurately as state-of-the-art risk assessment instruments. Sums of simple recoded versions of these variables predicted reoffense as well as complex logistic regression equations. Five of these 9 variables were found to be relative protective factors. Findings are discussed in terms of the value of stock correctional variables in forecasting risk, the need to base actuarial risk assessments on local data, the importance of protective factors in assessing MIO risk, and the need for dynamic, situational, and clinical variables that can further sharpen predictive accuracy of emergent risk in the community.

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REFERENCES

  • Allison, P. D. (1997). Survival analysis using the SAS System: A practical guide. Cary, NC: SAS Institute.

    Google Scholar 

  • Allison, P. D. (1999). Logistic regression using the SAS System: Theory and applications. Cary, NC: SAS Institute.

    Google Scholar 

  • Andrews, D. A., & Bonta, J. L. (1994). The psychology of criminal conduct. Cincinnati, OH: Anderson.

    Google Scholar 

  • Beck, A. J., Karberg, J. C., & Harrison, P. M. (2002). Prison and jail inmates at midyear 2001 (NCJ No. 191702). Washington, DC: U.S. Department of Justice, Bureau of Justice Statistics Bulletin.

    Google Scholar 

  • Beck, A. J., & Shipley, B. E. (1997). Recidivism of prisoners released in 1983 (NCJ No. 116261). Washington, DC: U.S. Department of Justice, Bureau of Justice Statistics Special Report.

    Google Scholar 

  • Bonta, J., Law, M., & Hanson, K. (1998). The prediction of criminal and violent recidivism among mentally disordered offenders. Psychological Bulletin, 123, 123-142.

    Google Scholar 

  • Brown, S. L. (2002). The dynamic prediction of criminal recidivism: A three-wave prospective study. Unpublished doctoral dissertation, Queen's University, Kingston, Ontario.

    Google Scholar 

  • Burgess, E. M. (1928). Factors determining success or failure on parole. In A. A. Bruce, E. W. Burgess, & A. J. Arn ((Eds.)), The working of the intermediate sentence law and the parole system in Illinois (pp. 205-249). Springfield, IL: State Board Parole.

    Google Scholar 

  • Cox, D. R. (1972). Regression models and life tables (with discussion). Journal of the Royal Statistical Society, B34, 187-220.

    Google Scholar 

  • Cox, D. R., & Snell, E. J. (1989). Analysis of binary data (2nd ed., pp. 208-209). London: Chapman & Hall.

    Google Scholar 

  • Dawes, R. M., & Corrigan, B. (1974). Linear models in decision making. Psychological Bulletin, 81, 95-106.

    Google Scholar 

  • Ditton, P. M. (1999). Mental health and treatment of inmates and probationers (NCJ Publication No. 174463). Washington, DC: U.S. Department of Justice, Bureau of Justice Statistics Special Report.

    Google Scholar 

  • Douglas, K., Ogloff, J., & Nichols, T. (1999). Assessing risk for violence among psychiatric patients: The HCR-20 Violence Risk Assessment Scheme and the Psychopathy Checklist: Screening version. Journal of Consulting and Clinical Psychology, 67, 917-930.

    Google Scholar 

  • Feder, L. A. (1991a). A comparison of the community adjustment of mentally ill offenders with those from the general population: An 18-month follow-up. Law and Human Behavior, 15(5), 477-493.

    Google Scholar 

  • Feder, L. A. (1991b). A profile of mentally ill offenders and their adjustment to the community. Journal of Psychiatry and the Law, 19, 79-98.

    Google Scholar 

  • Gendreau, P., Little, T., and Goggin, C. (1996). A meta-analysis of the predictors of adult offender recidivism: What works! Criminology, 34, 575-607.

    Google Scholar 

  • Glover, A. J. J., Nicholson, D. E., Hemmati, T., Bernfeld, G. A., & Quinsey, V. L. (2002). A comparison of predictors of general and violent recidivism among high-risk federal offenders. Criminal Justice and Behavior, 29(3), 235-249.

    Google Scholar 

  • Hanley, J. A., & McNeil, B. J. (1983). A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology, 148, 839-843.

    Google Scholar 

  • Hanson, R. K., & Harris, A. J. R. (1998). Dynamic predictors of sexual recidivism (User Report 1998–01). Ottawa: Department of the Solicitor General of Canada.

    Google Scholar 

  • Hanson, R. K., & Harris, A. J. R. (2000). The Sex Offender Need Assessment Rating (SONAR): A method for measuring change in risk levels. Ottawa: Department of the Solicitor General of Canada.

    Google Scholar 

  • Hanson, R. K., & Thornton, D. (2000). Improving risk assessments for sex offenders: A comparison of three actuarial scales. Law and Human Behavior, 24(1), 199-236.

    Google Scholar 

  • Harris, G. T., Rice, M. E., & Cormier, C. A. (2002). Prospective replication of the VRAG and clinical judgment in the prediction of violent recidivism among forensic patients. Law and Human Behavior, 26, 377-394.

    Google Scholar 

  • Harris, V. (2000). Insanity acquitees and rearrest: The past 24 years. Journal of the American Academy of Psychiatry and the Law, 28(2), 225-231.

    Google Scholar 

  • Harrison, P. M., & Beck, A. J. (2002). Prisoners in 2001 (NCJ Publication No. 195189). Washington, DC: U.S. Department of Justice, Bureau of Justice Statistics Special Report.

    Google Scholar 

  • Hartwell, S. (2003). Short-term outcomes for offenders with mental illness released from incarceration. International Journal of Offender Therapy and Comparative Criminology, 47(2), 145-158.

    Google Scholar 

  • Heideman, K. F., Stewart, T. R., Moninger, W. R., & Reagan-Cirincione, P. (1993). The Weather Information and Skill Experiment (WISE): The effect of varying levels of information on forecast skill. Weather and Forecasting, 8, 25-36.

    Google Scholar 

  • Hodgins, S. (Ed). (1993). Mental disorder and crime. London, UK: Sage.

    Google Scholar 

  • Hosmer, D. W., & Lemeshow, S. (1989). Applied logistic regression. New York: Wiley.

    Google Scholar 

  • Jacoby, J. E., & Kozie-Peak, B. (1997). The benefits of social support for mentally ill offenders: Prison-to-community transitions. Behavioral Science and the Law, 15, 483-501.

    Google Scholar 

  • Krauss, D. A., Sales, B. D., Becker, J. V., and Figueredo, A. J. (2000). Beyond prediction to explanation in risk assessment research: A comparison of two explanatory theories of criminality and recidivism. International Journal of Law and Psychiatry, 23(2), 91-112.

    Google Scholar 

  • Kroner, D. G., & Mills, J. F. (2001). The accuracy of five risk appraisal instruments in predicting institutional misconduct and new convictions. Criminal Justice and Behavior, 28(4), 471-489.

    Google Scholar 

  • Kropp, P. R., & Hart, S. D. (2000). The Spousal Assault Risk Assessment (SARA) Guide: Reliability and validity in adult male offenders. Law and Human Behavior, 24(1), 101-118.

    Google Scholar 

  • Lamb, R. H., Weinberger, L. E., & Gross, B. H. (1998). Persons with severe mental illness in jails and prisons: A review. Psychiatric Services, 49(4), 483-492.

    Google Scholar 

  • Lamb, R. H., Weinberger, L. E., & Gross, B. H. (1999). Community treatment of severely mentally ill offenders under the jurisdiction of the criminal justice system: A review. Psychiatric Services, 50(7), 907-913.

    Google Scholar 

  • Link, B. G., & Stueve, A. (1994). Psychotic symptoms and the violent/illegal behavior of mental patients compared to community controls. In J. Monahan & H. J. Steadman ((Eds.)), Violence and mental disorder: Developments in risk assessment, (pp. 137-160) Chicago, Ill.: University of Chicago Press.

    Google Scholar 

  • Lovell, D., Gagliardi, G. J., & Peterson, P. D. (2002). Recidivism and use of services among persons with mental illness after release from prison. Psychiatric Services, 53(1), 1290-1296.

    Google Scholar 

  • Martell, D. A., Rosner, R., & Harmon, R. B. (1995). Base-rate estimates of criminal behavior by homeless mentally ill persons. Psychiatric Services, 46(6), 596-601.

    Google Scholar 

  • Monahan, J. (1981). Predicting violent behavior: An assessment of clinical techniques. Beverly Hills, CA: Sage.

    Google Scholar 

  • Monahan, J. (2002) Violence risk assessment. In Goldstein, A. (Ed.), Handbook of psychology: Vol. 11. Forensic psychology (chap. 24) (pp. 527-540). New York: Wiley.

    Google Scholar 

  • Monahan, J., & Steadman, H. J. (1983). Mentally disordered offenders. New York: Plenum.

    Google Scholar 

  • Monahan, J., & Steadman, H. J. (1996). Violent storms and violent people: How meteorology can inform risk communication in mental health law. American Psychologist, 51, 931-938.

    Google Scholar 

  • Monahan, J., Steadman, H. J., Silver, E., Appelbaum, P. S., Clark Robbins, P., Mulvey, E. P., et al. (2001). Rethinking risk assessment: The MacArthur study of mental disorder and violence. New York: Oxford.

    Google Scholar 

  • Morrisey, J. P., Swanson, J. W., Goldstrom, I., Rudolph, L., & Manderscheid, R. W. (1993). Mental Health, Statistical note No. 207. Overview of mental health services provided by state adult correctional facilities: United States, 1998. Rockville, MD: Center for Mental Health Services

    Google Scholar 

  • Mossman, D. (1994). Assessing prediction of violence: Being accurate about accuracy. Journal of Consulting and Clinical Psychology, 62, 783-792.

    Google Scholar 

  • Nuffield, J. (1982). Parole decision-making in Canada: Research towards decision guidelines (Cat. No. JS-22-65/1982E). Ottawa: Communications Branch, Minister of Supply and Services Canada.

    Google Scholar 

  • Otto, R. K. (1992). Prediction of dangerous behavior: A review and analysis of “second generation” research. Forensic Reports, 5, 103-133.

    Google Scholar 

  • Otto, R. K. (1994). On the ability of mental health professionals to “predict dangerousness”: Commentary on interpretations of the “dangerousness” literature. Law and Psychology Review, 18, 43-68.

    Google Scholar 

  • Otto, R. K. (2000). Assessing and managing violence risk in outpatient settings. Journal of Clinical Psychology, 56(10), 1239-1262.

    Google Scholar 

  • Phipps, P., & Gagliardi, G. J. (2002). Implementation of Washington's dangerous mentally ill offender law: Preliminary findings (Document No. 02-03-1901). Olympia, WA: Washington State Institute for Public Policy.

    Google Scholar 

  • Quinsey, V. L., Harris, G. T., Rice, M. E., & Cormier, C. A. (1998). Violent Offenders: Appraising and managing risk. Washington, DC: American Psychological Association.

    Google Scholar 

  • Rogers, R. (2000). The uncritical acceptance of risk assessment in forensic practice. Law and Human Behavior, 24(5), 595-605.

    Google Scholar 

  • SAS Institute. (1999). SAS/STAT® User's guide, version 8 (p. 1948). Cary, NC: SAS Institute.

  • Silver, E., & Chow-Martin, L. (2002). A multiple models approach to assessing recidivism risk: Implications for judicial decision making. Criminal Justice and Behavior, 29(5), 538-568.

    Google Scholar 

  • Silver, E., Mulvey, E. P., & Swanson, J. (2002). Neighborhood structural characteristics and mental disorder: Faris and Dunham revisited. Social Science and Medicine, 55(8), 1457-1470.

    Google Scholar 

  • Silver, S. B., Cohen, M. I., & Spodak, M. K. (1989). Follow-up after release of insanity acquittees, mentally disordered offenders, and convicted felons. Bulletin of the American Academy of Psychiatry and the Law 17(4), 387-400.

    Google Scholar 

  • Steadman, H. J. (1982). Mentally disordered offenders: A national survey of patients and facilities. Law and Human Behavior, 6, 31-38.

    Google Scholar 

  • Steadman, H. J., Silver, E., Monahan, J., Appelbaum, P. S., Robbins, P. C., Mulvey, E. P., et al. (2000). A classification tree approach to the development of actuarial violence risk assessment tools. Law and Human Behavior, 24(1), 83-100.

    Google Scholar 

  • Stewart, T. R., & Lusk, C. M. (1994). Seven components of judgmental forecasting skill: Implications for research and the improvement of forecasts. Journal of Forecasting, 13, 579-599.

    Google Scholar 

  • Swanson, J., Holzer, C., Ganja, V., & Jono, R. (1990). Violence and psychiatric disorder in the community: Evidence from the Epidemiologic Catchment Area Surveys. Hospital and Community Psychiatry, 41, 761-770.

    Google Scholar 

  • Swets, J. A., Dawes, R., & Monahan, J. (2000). Psychological science can improve diagnostic decisions. Psychological Science in the Public Interest, 1, 1-26.

    Google Scholar 

  • Tabachnick, B. G., & Fidell, L. S. (1996). Using multivariate statistics (3rd ed.). New York: HarperCollins.

    Google Scholar 

  • Villaneueve, D., & Quinsey, V. L. (1995). Predictors of general and violent recidivism among mentally disordered prison inmates. Criminal Justice and Behavior, 22, 397-410.

    Google Scholar 

  • Wilson, D., Tien, G., & Eaves, D. (1995). Increasing community tenure of mentally ill offenders: An assertive case management program. International Journal of Law and Psychiatry, 18(1), 61-69.

    Google Scholar 

  • Wolff, G., Pathare, S., Craig, T., & Leff, J. (1996a). Community attitudes to mental illness. British Journal of Psychiatry, 168, 183-190.

    Google Scholar 

  • Wolff, G., Pathare, S., Craig, T., & Leff, J. (1996b). Community knowledge of mental illness and reaction to mentally ill people. British Journal of Psychiatry, 168, 191-198.

    Google Scholar 

  • Wolff, G., Pathare, S., Craig, T., & Leff, J. (1996c). Public education for community care: A new approach. British Journal of Psychiatry, 168, 441-468.

    Google Scholar 

  • Zamble, E., & Quinsey, V. L. (1997). The criminal recidivism process. Cambridge, UK: Cambridge University Press.

    Google Scholar 

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Gagliardi, G.J., Lovell, D., Peterson, P.D. et al. Forecasting Recidivism in Mentally Ill Offenders Released from Prison. Law Hum Behav 28, 133–155 (2004). https://doi.org/10.1023/B:LAHU.0000022319.03637.45

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  • DOI: https://doi.org/10.1023/B:LAHU.0000022319.03637.45

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