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Trajectories of Heroin AddictionGrowth Mixture Modeling Results Based on a 33-Year Follow-Up Study
Yih-Ing Hser
University of California, Los Angeles
David Huang
University of California, Los Angeles
Chih-Ping Chou
University of Southern California
M. Douglas Anglin
University of California, Los Angeles
This study investigates trajectories of heroin use and subsequent consequences in a sample of 471 male heroin addicts who were admitted to the California Civil Addict Program in 1964-1965 and followed over 33 years. Applying a two-part growth mixture modeling strategy to heroin use level during the first 16 years of the addiction careers since first heroin use, the authors identified three groups with distinctive profiles: stably high-level heroin users (n = 278), late decelerated users (n = 149), and early quitters (n = 44). Study findings empirically demonstrate the chronic nature of heroin addiction and subsequent adverse consequences including mortality, mental health, and employment.
Key Words: heroin trajectory growth mixture modeling
References
- Alter, M.J., D. Kruszon-Moran, O.V. Nainan, G.M. McQuillan, F. Gao, L.A. Moyer, R.A. Kaslow, and H.S. Margolis. 1999. The prevalence of hepatitis C virus infection in the United States 1988 through 1994. New England Journal of Medicine 341:556-62.[Abstract/Free Full Text]
- American Psychiatric Association. 2000. Diagnostic and statistical manual of mental disorders. 4th ed., text revision. Washington, DC: American Psychiatric Association.
- Anglin, M.D., Y. Hser, and C. Chou. 1993. Reliability and validity of retrospective behavioral self-report by narcotics addicts. Evaluation Review 17 (1): 91-108.[Abstract/Free Full Text]
- Anglin, M.D., T.M. Ryan, M.W. Booth, and Y. Hser. 1988. Ethnic differences in narcotics addiction: I. Characteristics of Chicano and Anglo methadone maintenance clients. International Journal of the Addictions 23 (2): 125-49.[Web of Science][Medline]
[Order article via Infotrieve]
- Anthony, J.C., and K.R. Petronis. 1995. Early-onset drug use and risk of later drug problems. Drug and Alcohol Dependence 40 (1): 9-15.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Brecht, M.L., M.D. Anglin, J.A. Woodward, and D.G. Bonett. 1987. Conditional factors of maturing out: Personal resources and preaddiction sociopathy. International Journal of the Addictions 22 (1): 55-69.[Web of Science][Medline]
[Order article via Infotrieve]
- Chassin, L., S.C. Pitts, and J. Prost. 2002. Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: Predictors and substance abuse outcomes. Journal of Consulting and Clinical Psychology 70:67-78.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Chassin, L., C.C. Presson, S.C. Pitts, and S.J. Herman. 2000. The natural history of cigarette smoking from adolescence to adulthood in a Midwestern community sample: Multiple trajectories and their psychosocial correlates. Health Psychology 19:223-31.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Compton, W.M., M. Glantz, and P. Delany. 2003. Addiction as a chronic illness: Putting the concept into action. Evaluation and Program Planning 26:353-54.[CrossRef][Web of Science]
- Dennis, M.L., C.K. Scott, and R. Funk. 2003. An experimental evaluation of recovery management checkups (RMC) for people with chronic substance use disorders. Evaluation and Program Planning 26:339-42.[Medline]
[Order article via Infotrieve]
- Derogatis, L.R., R.S. Lipman, K. Rickels, E.H. Uhlenhuth, and L. Covi. 1974. The Hopkins Symptom Checklist (HSCL): A self-report symptom inventory. Behavioral Science 19 (1): 1-15.[Medline]
[Order article via Infotrieve]
- Elder, G.H. 1985. Household, kinship, and the life course. Perspectives on black families and children. In Beginnings: The social and a fective development of black children, ed. M. B. Spencer, G. K. Brookins, and W. R. Allen, 29-43. Hillsdale, NJ: Lawrence Erlbaum.
- Ellickson, P.L., S.C. Martino, and R.L. Collins. 2004. Marijuana use from adolescence to young adulthood: Multiple developmental trajectories and their associated outcomes. Health Psychology 23:299-307.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Hix-Small, H., T.E. Duncan, S.C. Duncan, and H. Okut. 2004. A multivariate associative finite growth mixture modeling approach examining adolescent alcohol and marijuana use. Journal of Psychopathology and Behavioral Assessment 26 (4): 255-70.[CrossRef][Web of Science]
- Hser, Y. 2007. Predicting long-term stable recovery from heroin addiction: Findings from a 33-year follow-up study. Journal of Addictive Diseases 26 (1): 51-60.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Hser, Y., M.D. Anglin, and C. Chou. 1992. Reliability of retrospective self-report by narcotics addicts. Psychological Assessment 4 (2): 207-13.[CrossRef]
- Hser, Y., M.D. Anglin, and K. Powers. 1993. A 24-year follow-up of California narcotics addicts. Archives of General Psychiatry 50 (7): 577-84.
- Hser, Y., L. Gelberg, V. Hoffman, C.E. Grella, W. McCarthy, and M.D. Anglin. (2004). Health conditions among aging narcotics addicts: Medical examination results. Journal of Behavioral Medicine 27 (6): 607-22.
- Hser, Y., V. Hoffman, C.E. Grella, and M.D. Anglin. 2001. A 33-year follow-up of narcotics addicts. Archives of General Psychiatry 58 (5): 503-8.[CrossRef]
- Hser, Y., D. Longshore, and M.D. Anglin. 2007. The life course perspective on drug use: A conceptual framework for understanding drug use trajectories. Evaluation Review. 31(6): 515-547[Abstract/Free Full Text]
- Laub, J.H., and R.J. Sampson. 1993. Turning points in the life course: Why change matters to the study of crime. Criminology 31 (31): 301-25.[CrossRef][Web of Science]
- McGlothlin, W.H., M.D. Anglin, and B.D. Wilson. 1977. An evaluation of the California Civil Addict Program. NIDA services R monograph series. DHEW Publication No. ADM78-558. Washington, DC: Government Printing Office.
- McLellan, A.T., D.C. Lewis, C.P. O'Brien, and H.D. Kleber. 2000. Drug dependence, a chronic medical illness: Implications for treatment, insurance, and outcomes evaluation. Journal of the American Medical Association 284:1689-95.[Abstract/Free Full Text]
- Moos, R., and B. Moos. 2007. Protective resources and long-term recovery from alcohol use disorders. Drug and Alcohol Dependence 86:46-54.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Muthen, B. 2004. Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data. In Handbook of quantitative methodology for the social sciences, ed. D. Kaplan, 345-68. Thousand Oaks, CA: Sage.
- Muthen, B. Forthcoming. Latent variable hybrids: Overview of old and new models. In Advances in latent variable mixture models, ed. G. R. Hancock and K. M. Samuelsen. Charlotte, NC: Information Age.
- Muthen, B., and T. Asparouhov. Forthcoming. Growth mixture analysis: Models with non-Gaussian random effects. In Advances in longitudinal data analysis, ed. G. Fitzmaurice, M. Davidian, G. Verbeke, and G. Molenberghs. Boca Raton, FL: Chapman & Hall/CRC Press.
- Muthen L., and B. Muthen. 2006. Mplus user's guide. Los Angeles: Muthen and Muthen.
- Nagin, D.S. 1999. Analyzing developmental trajectories: Semi-parametric group-based approach. Psychological Methods 4:39-177.
- Nagin, D.S. 2005. Group-based modeling of development. Cambridge, MA: Harvard University Press.
- Nurco, D.N., A.J. Bonito, M. Lerner, and M.B. Balter. 1975. Studying addicts over time: Methodology and preliminary findings. American Journal of Drug and Alcohol Abuse 2 (2): 183-96.[Web of Science][Medline]
[Order article via Infotrieve]
- Olsen, M.K., and J.L. Schafer. 2001. A two-part random effects model for semicontinuous longitudinal data. Journal of the American Statistical Association 96:730-45.[CrossRef][Web of Science]
- Orlando, M., J. Tucker, P. Ellickson, and D. Klein. (2004). Developmental trajectories of cigarette smoking and their correlates from early adolescence to young adulthood. Journal of Consulting and Clinical Psychology 72:400-10.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Prendergast, M.L., Y. Hser, and V. Gil-Rivas. 1998. Ethnic differences in longitudinal patterns and consequences of narcotics addiction. Journal of Drug Issues 28:495-515.[Web of Science]
- Skinner, H.A., and B.A. Allen. 1982. Alcohol dependence syndrome: Measurement and validation. Journal of Abnormal Psychology 91 (3): 199-209.[CrossRef][Web of Science][Medline]
[Order article via Infotrieve]
- Termorshuizen, F., A. Krol, M. Prins, and E.J. van Ameijden. 2005. Long-term outcome of chronic drug use: The Amsterdam cohort study among drug users. American Journal of Epidemiology 161 (3): 271-79.[Abstract/Free Full Text]
- Vaillant, G.E. 1973. A 20-year follow-up of New York narcotic addicts. Archives of General Psychiatry 29 (2): 237-41.
- White, H.R., R. Loeber, and R.J. Pandina. 2002. Developmental trajectories of substance use and illegal activity: Examining dual trajectory models. Poster presented at the ASC annual meeting, Chicago.
- Yu, J., and W.R. Williford. 1992. The age of alcohol onset and alcohol, cigarette, and marijuana use patterns: An analysis of drug use progression of young adults in New York state. International Journal of the Addictions 27 (11): 1313-23.[Web of Science][Medline]
[Order article via Infotrieve]
Evaluation Review, Vol. 31, No. 6,
548-563 (2007)
DOI: 10.1177/0193841X07307315

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