Abstract
This longitudinal study aimed to evaluate a newly developed cumulative measure for substance use problems as predictor of criminal recidivism in youth. Questionnaires-based substance-related behaviors (tobacco, alcohol, cannabis and further drugs), and interview-based psychiatric disorders were assessed in a sample of 142 male adolescent forensic outpatients in Zurich, Switzerland (mean age 16.8 years, SD = 1.4 years). Cox regressions were used to test whether substance use behaviors/disorders were predictors of officially recorded criminal offenses 365 days after the initial assessment. The cumulative substance problem score (SPS) was a valid measure for assessing the risk of criminal recidivism for youth having 2–3 (OR 2.24–2.56) and 4+ problems (OR 3.40–4.37) in comparison to youth with 0–1 problems. Forensic experts and clinicians should comprehensively assess substance use patterns in juvenile offenders and may use the SPS as an indicator for further criminal risks. Additional analysis of the SPS in other forensic samples and cultures would be worthwhile.
Similar content being viewed by others
References
Aebi M, Steinhausen HC (2018) Violent juvenile offenders: a psychiatric and mental health perspective. In: Vazsonyi AT, Flannery DJ, DeLisi M (eds) The Cambridge handbook of violent behavior and aggression, 2nd edn. Cambidge University Press, Cambridge, pp 278–300
Bessler C, Stiefel D, Barra S, Plattner B, Aebi M (2019) Mental disorders and criminal recidivism in male juvenile prisoners. Z Kinder Jugendpsychiatr Psychother 47:73–88
Colins OF, Vermeiren R, Vreugdenhil C, van den Brink W, Doreleijers T, Broekaert E (2010) Psychiatric disorders in detained male adolescents: a systematic literature review. Can J Psychiatry 55:255–263
McClelland GM, Elkington KS, Teplin LA, Abram KM (2004) Multiple substance use disorders in juvenile detainees. J Am Acad Child Adolesc Psychiatry 43:1215–1224
Wasserman GA, McReynolds LS, Schwalbe CS, Keating JM, Jones SA (2010) Psychiatric disorder, comorbidity, and suicidal behavior in juvenile justice youth. Crim Justice Behav 37:1361–1376
Imbach D, Aebi M, Winkler Metzke C, Bessler C, Steinhausen HC (2013) Internalizing and externalizing problems, depression, and self-esteem in non-detained male juvenile offenders. Child Adolesc Ment Health 7:7
Gottfredson MR, Hirschi T (1990) A general theory of crime. Stanford University Press, Stanford
Pratt TC, Cullen FT, Sellers CS, Winfree LT Jr, Madensen TD, Daigle LE et al (2010) The empirical status of social learning theory: a meta-analysis. Justice Q 27:765–802
Akers RL, Jennings WG (2019) The social learning theory of crime and deviance. In: Krohn M, Lizotte A, Hall G (eds) Handbook on crime and deviance. Springer, New York, pp 113–129
Kopak AM, Proctor SL (2016) Acute and chronic effects of substance use as predictors of criminal offense types among juvenile offenders. J Juv Justice 5:50–64
Chassin L, Mansion AD, Nichter B, Pandika D (2016) Substance use and substance use disorders as risk factors for juvenile offending. In: Heilbrun KE, DeMatteo DE, Goldstein NE (eds) APA handbook of psychology and juvenile justice. American Psychological Association, Washington, pp 277–305
Craig JM, Piquero AR, Farrington DP, Ttofi MM (2017) A little early risk goes a long bad way: adverse childhood experiences and life-course offending in the Cambridge study. J Crim Justice 53:34–45
Waller R, Hicks BM (2019) Trajectories of alcohol and marijuana use among primary versus secondary psychopathy variants within an adjudicated adolescent male sample. Pers Disord 10:87–96
White HR, Conway FN, Buckman JF, Loeber R (2018) Does substance use exacerbate escalation along developmental pathways of covert and overt externalizing behaviors among young men? J Dev Life Course Criminol 4:137–147
Cottle CC, Lee RJ, Heilbrun K (2001) The prediction of criminal recidivism in juveniles: a meta-analysis. Crim Justice Behav 28:367–394
Scott T, Brown SL (2018) Risks, strengths, gender, and recidivism among justice-involved youth: a meta-analysis. J Consult Clin Psychol 86:931–945
Wibbelink CJ, Hoeve M, Stams GJJ, Oort FJ (2017) A meta-analysis of the association between mental disorders and juvenile recidivism. Aggress Violent Behav 33:78–90
Stoolmiller M, Blechman EA (2005) Substance use is a robust predictor of adolescent recidivism. Crim Justice Behav 32:302–328
Welty LJ, Hershfield JA, Abram KM, Han H, Byck GR, Teplin LA (2017) Trajectories of substance use disorder in youth after detention: a 12-year longitudinal study. J Am Acad Child Adolesc Psychiatry 56:140–148
Henggeler SW, Clingempeel WG, Brondino MJ, Pickrel SG (2002) Four-year follow-up of multisystemic therapy with substance-abusing and substance-dependent juvenile offenders. J Am Acad Child Adolesc Psychiatry 41:868–874
Baglivio MT, Wolff KT, Piquero AR, Epps N (2015) The relationship between adverse childhood experiences (ACE) and juvenile offending trajectories in a juvenile offender sample. J Crim Justice 43:229–241
Vermeiren R (2003) Psychopathology and delinquency in adolescents: a descriptive and developmental perspective. Clin Psychol Rev 23:277–318
Mueller R, Abbet JP (1991) Changing trends in the consumption of legal and illegal drugs by 11–16-year-old adolescent pupils. Findings from a study conducted under auspices of the World Health Organisation. Swiss Professional Service for Alcohol Problems, Lausanne
Steinhausen HC, Metzke CW (2003) The validity of adolescent types of alcohol use. J Child Psychol Psychiatry 44:677–686
Steinhausen HC, Eschmann S, Heimgartner A, Metzke CW (2008) Frequency, course and correlates of alcohol use from adolescence to young adulthood in a Swiss community survey. BMC Psychiatry 8:5
Aebi M, Giger J, Plattner B, Winkler Metzke C, Steinhausen HC (2014) Problem coping skills, psychosocial adversities and mental health problems in children and adolescents as predictors of criminal outcomes in young adulthood. Eur Child Adolesc Psychiatry 23:283–293
James P, Kearns C, Campbell A (2013) Adolescents and substance use. CRC Press, Boca Raton
Sheehan DV, Sheehan KH, Shytle RD, Janavs J, Bannon Y, Rogers JE et al (2010) Reliability and validity of the mini international neuropsychiatric interview for children and adolescents (MINI-KID). J Clin Psychiatry 71:313–326
International Labour Organisation (2008) International standard classification of occupations (ISCO). https://www.ilo.org/public/english/bureau/stat/isco/isco08/
Gmel G, Kuendig H, Notari L, Gmel C (2017) Suchtmonitoring Schweiz - Konsum von Alkohol, Tabak und illegalen Drogen in der Schweiz im Jahr 2016. Sucht Schweiz, Lausanne (Switzerland)
Dembo R, Dertke M, Borders S, Washburn M, Schmeidler J (1988) The relationship between physical and sexual abuse and tobacco, alcohol, and illicit drug use among youths in a juvenile detention center. Int J Ment Health Addict 23:351–378
Plattner B, Giger J, Bachmann F, Bruhwiler K, Steiner H, Steinhausen HC et al (2012) Psychopathology and offense types in detained male juveniles. Psychiatry Res 198:285–290
Moore TH, Zammit S, Lingford-Hughes A, Barnes TR, Jones PB, Burke M et al (2007) Cannabis use and risk of psychotic or affective mental health outcomes: a systematic review. Lancet 370:319–328
Lev-Ran S, Roerecke M, Le Foll B, George T, McKenzie K, Rehm J (2014) The association between cannabis use and depression: a systematic review and meta-analysis of longitudinal studies. Psychol Med 44:797–810
Frick PJ, Lahey BB, Loeber R, Tannenbaum L, Van Horn Y, Christ MAG et al (1993) Oppositional defiant disorder and conduct disorder: a meta-analytic review of factor analyses and cross-validation in a clinic sample. Clin Psychol Rev 13:319–340
Sanchagrin K, Heimer K, Paik A (2017) Adolescent delinquency, drinking, and smoking: does the gender of friends matter? Youth Soc 49:805–826
Harford TC, Yi HY, Grant BF (2010) The five-year diagnostic utility of “diagnostic orphans” for alcohol use disorders in a national sample of young adults. J Stud Alcohol Drugs 71:410–417
Plattner B, Steiner H, The SSL, Kraemer HC, Bauer SM, Kindler J et al (2009) Sex-specific predictors of criminal recidivism in a representative sample of incarcerated youth. Compr Psychiatry 50:400–407
Elkington KS, Teplin LA, Abram KM, Jakubowski JA, Dulcan MK, Welty LJ (2015) Psychiatric disorders and violence: a study of delinquent youth after detention. J Am Acad Child Adolesc Psychiatry 54:302–312
Mulvey EP, Schubert CA, Chaissin L (2010) Substance use and delinquent behavior among serious adolescent offenders. US Department of Justice, Office of Justice Programs, Office of Juvenile Justice and Delinquency Prevention, DC
MacKillop J, Amlung MT, Few LR, Ray LA, Sweet LH, Munafò MR (2011) Delayed reward discounting and addictive behavior: a meta-analysis. Psychopharmacology 216:305–321
Lee CA, Derefinko KJ, Milich R, Lynam DR, DeWall CN (2017) Longitudinal and reciprocal relations between delay discounting and crime. Pers Individ Dif 111:193–198
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical Approval
All procedures performed in studies involving human participants were in accordance with ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Aebi, M., Bessler, C. & Steinhausen, HC. A Cumulative Substance Use Score as a Novel Measure to Predict Risk of Criminal Recidivism in Forensic Juvenile Male Outpatients. Child Psychiatry Hum Dev 52, 30–40 (2021). https://doi.org/10.1007/s10578-020-00986-7
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10578-020-00986-7