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Delineating Selection and Mediation Effects Among Childhood Personality and Environmental Risk Factors in the Development of Adolescent Substance Abuse

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Abstract

Utilizing the large, longitudinal Minnesota Twin Family Study (N = 2510; 96 % European American ancestry), we examined the influence of several person-environment transactions on adolescent substance abuse. We focused on the two childhood personality traits found to be most predictive of substance abuse in this sample—socialization (willingness to follow rules and endorse conventional values) and boldness (social engagement and assurance, stress resilience, thrill seeking)—and the environmental variables of antisocial and prosocial peers, academic engagement, parent–child relationship quality, and stressful life events. Path analysis revealed that low socialization had a selection effect for each environmental risk factor, that is, socialization at age 11 predicted environmental risk at age 14, after controlling for the stability of the environmental variables from ages 11 to 14. Antisocial peers and academic engagement at age 14 then mediated some of the risk of low socialization on substance abuse at age 17, but the majority of risk for substance abuse was accounted for by the stability of socialization from age 11 to 14. Boldness at age 11 also increased risk for substance abuse, but did so primarily via a direct effect. The findings help to parse the nature of person-environment transactions across multiple personality traits and contextual risk factors that contribute to adolescent substance abuse.

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References

  • Armstrong, T. D., & Costello, E. J. (2002). Community studies on adolescent substance use, abuse, or dependence and psychiatric comorbidity. Journal of Consulting and Clinical Psychology, 70, 1224–1239.

    Article  PubMed  Google Scholar 

  • Bemmels, H. R., Burt, S. A., Legrand, L. N., Iacono, W. G., & McGue, M. (2008). The heritability of life events: an adolescent twin and adoption study. Twin Research and Human Genetics, 11, 257–265.

    Article  PubMed  Google Scholar 

  • Chassin, L., Pillow, D. R., Curran, P. J., Molina, B. S. G., & Barrera, M. (1993). Relation of parental alcoholism to early adolescent substance use: a of three mediating mechanisms. Journal of Abnormal Psychology, 102, 3–19.

    Article  PubMed  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behaivoral sciences. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Cohen, J. C., & Cohen, P. (1983). Applied multiple regression/correlation analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Conrod, P. J., Castellanos-Ryan, N., & Mackie, C. (2011). Long-term effects of a personality- targeted intervention to reduce alcohol use in adolescents. Journal of Consulting and Clinical Psychology, 79, 296–306.

    Article  PubMed  Google Scholar 

  • Cukrowicz, K. C., Taylor, J., Schatschneider, C., & Iacono, W. G. (2006). Personality differences in children and adolescents with attention deficit/hyperactivity disorder, conduct disorder, and controls. Journal of Child Psychology and Psychiatry, 47, 151–159.

    Article  PubMed  Google Scholar 

  • Dishion, T. J., & Owen, L. D. (2002). A longituidnal analysis of friendships and substance use: bidirectional influence from adolescence to adulthood. Developmental Psychology, 38, 480–491.

    Article  PubMed  Google Scholar 

  • Dishion, T. J., Capaldi, D., Spracklen, K. M., & Li, F. Z. (1995). Peer ecology of male adolescent drug use. Development and Psychopathology, 7, 803–824.

    Article  Google Scholar 

  • Dishion, T. J., Spracklen, K. M., Andrews, D. W., & Patterson, G. R. (1996). Deviancy training in male adolescent friendships. Behavior Therapy, 27, 373–390.

    Article  Google Scholar 

  • Elkins, I. J., McGue, M., & Iacono, W. G. (1997). Genetic and environmental influences on parent-son relationships: evidence for increasing genetic influence during adolescence. Developmental Psychology, 33, 351–363.

    Article  PubMed  Google Scholar 

  • Fox, N. A., Henderson, H. A., Marshall, P. J., Nichols, K. E., & Ghera, M. M. (2005). Behavioral inhibition: linking biology and behavior within a developmental framework. Annual Review of Psychology, 56, 235–262.

    Article  PubMed  Google Scholar 

  • Granic, I., & Patterson, G. R. (2006). Toward a comprehensive model of antisocial development: a dynamic systems approach. Psychological Review, 113, 101–131.

    Article  PubMed  Google Scholar 

  • Hawkins, J. D., Catalano, R. F., & Miller, J. Y. (1992). Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood: implications for substance abuse prevention. Psychological Bulletin, 112, 64–105.

    Article  PubMed  Google Scholar 

  • Hicks, B. M., South, S. C., DiRago, A. C., Iacono, W. G., & McGue, M. (2009). Environmental adversity and increasing genetic risk for externalizing disorders. Archives of General Psychiatry, 66, 640–648.

    Article  PubMed Central  PubMed  Google Scholar 

  • Hicks, B. M., Iacono, W. G., & McGue, M. (2010). Consequences of an adolescent onset and persistent course of alcohol dependence in men: adolescent risk factors and adult outcomes. Alcoholism-Clinical and Experimental Research, 34, 819–833.

    Article  Google Scholar 

  • Hicks, B. M., Carlson, M. D., Blonigen, D. M., Patrick, C. J., Iacono, W. G., & McGue, M. (2012). Psychopathic personality traits and environmental risk factors: differential correlates, gender, and genetic mediation. Personality Disorders: Theory, Research, & Treatment, 3, 209–227.

    Article  Google Scholar 

  • Hicks, B. M., Iacono, W. G., & McGue, M. (2013a). Identifying childhood characteristics that underlie pre-morbid risk for substance use disorders: Socialization and boldness. Development and Psychopathology. doi:10.1017/S0954579413000862.

  • Hicks, B. M., Johnson, W., Durbin, C. E., Blonigen, D. M., Iacono, W. G., & McGue, M. (2013b). Gene environment correlation in the development of adolescent substance abuse: selection effects of child personality and mediation via contextual risk factors. Development and Psychopathology, 25, 119–132.

    Article  PubMed Central  PubMed  Google Scholar 

  • Iacono, W. G., Carlson, S. R., Taylor, J., Elkins, I. J., & McGue, M. (1999). Behavioral disinhibition and the development of substance use disorders: findings from the Minnesota twin family study. Development and Psychopathology, 11, 869–900.

    Article  PubMed  Google Scholar 

  • Iacono, W. G., Malone, S. M., & McGue, M. (2008). Behavioral disinhibition and the development of early onset addiction: Common and specific influences. Annual Review of Clinical Psychology, 42, 325–348.

    Article  Google Scholar 

  • Jessor, R. J., & Jessor, S. L. (1977). Problem behavior and psychosocial development. New York: Academic Press.

    Google Scholar 

  • Johnson, W., McGue, M., & Iacono, W. G. (2005). Disruptive behavior and school grades: genetic and environmentla relations in 11 year olds. Journal of Educational Psychology, 97, 391–405.

    Article  Google Scholar 

  • Johnson, W., McGue, M., & Iacono, W. G. (2006). Genetic and environmental influences on academic achievement trajectories during adolescence. Developmental Psychology, 42, 514–532.

    Article  PubMed  Google Scholar 

  • Kagan, J. (1994). Galen’s Prophecy: Temperament in human nature. New York: Basic Books.

    Google Scholar 

  • Keyes, M. A., Malone, S. M., Elkins, I. J., Legrand, L. N., McGue, M., & Iacono, W. G. (2009). The enrichment study of the Minnesota twin family study: increasing the yield of twin families at high risk for externalizing psychopathology. Twin Research and Human Genetics, 12, 489–501.

    Article  PubMed Central  PubMed  Google Scholar 

  • Legrand, L. N., Keyes, M., McGue, M., Iacono, W. G., & Krueger, R. F. (2008). Rural environments reduce the genetic influence on adolescent substance use and rule-breaking behavior. Psychological Medicine, 38, 1341–1350.

    Article  PubMed  Google Scholar 

  • McGue, M., Elkins, I., Walden, B., & Iacono, W. G. (2005). Perceptions of the parent-adolescent relationship: a longitudinal investigation. Developmental Psychology, 41, 971–984.

    Article  PubMed  Google Scholar 

  • Muthen, L. K., & Muthen, B. O. (2007). Mplus User’s guide (5th ed.). Los Angles: Muthen & Muthen.

    Google Scholar 

  • Patrick, C. J., Fowles, D. C., & Krueger, R. F. (2009). Triarchic conceptualization of psychopathy: developmental origins of disinhibition, boldness, and meanness. Development and Psychopathology, 21, 913–938.

    Article  PubMed  Google Scholar 

  • Piehler, T. F., Veronneau, M.-H., & Dishion, T. J. (2012). Substance use progression from adolescence to early adulthood: effortful control in the context of friendship influence and early onset use. Journal of Abnormal Child Psychology, 40, 1045–1058.

    Article  PubMed Central  PubMed  Google Scholar 

  • Roberts, B. W., & Caspi, A. (2003). The cumulative continuity model of personality development: Striking a balance between continuity and change in personality traits across the life course. In R. M. Staudinger & U. Lindenberger (Eds.), Understanding human development: Lifespan psychology in exchange with other disciplines (pp. 183–214). Dordrecht: Kluwer Academic Publishers.

    Chapter  Google Scholar 

  • Roberts, B. W., & DelVecchio, W. F. (2000). The rank-order consistency of personality traits from childhood to old age: a quantitative review of longitudinal studies. Psychological Bulletin, 126, 3–25.

    Article  PubMed  Google Scholar 

  • Roberts, B. W., & Wood, D. (2006). Personality development in the context of the neo- socioanalytic model of personality. In D. K. Mroczek & T. D. Little (Eds.), Handbook of personality development (pp. 11–39). Mahwah: Erlbaum.

    Google Scholar 

  • Robins, L. M., Babor, T., & Cottler, L. B. (1987). Composite international diagnostic interview: Expanded substance abuse module. St. Louis: Author.

    Google Scholar 

  • Scarr, S., & McCartney, K. (1983). How people make their own environments: a theory of genotype-environment effects. Child Development, 54, 424–435.

    PubMed  Google Scholar 

  • Stice, E., Barrera, M., & Chassin, L. (1998). Prospective differential prediction of adolescent alcohol use and problem use: examining the mechanisms of effect. Journal of Abnormal Psychology, 107, 616–628.

    Article  PubMed  Google Scholar 

  • Tapert, S. F., Aarons, G. A., Sedlar, G. R., & Brown, S. A. (2001). Adolescent substance use and sexual risk-taking behavior. Journal of Adolescent Health, 28, 181–189.

    Article  PubMed  Google Scholar 

  • Taylor, J., McGue, M., Iacono, W. G., & Lykken, D. T. (2000). A behavioral genetic analysis of the relationship between the socialization scale and self-reported delinquency. Journal of Personality, 68, 29–50.

    Article  PubMed  Google Scholar 

  • Vaidyanathan, U., Hall, J. R., Patrick, C. J., & Bernat, E. M. (2011). Clarifying the role of defensive reactivity deficits in psychopathy and antisocial personality using startle reflex methodology. Journal of Abnormal Psychology, 120, 253–258.

    Article  PubMed Central  PubMed  Google Scholar 

  • Viner, R. M., & Taylor, B. (2007). Adult outcomes of binge drinking in adolescence: findings from a UK national birth cohort. Journal of Epidemiology and Community Health, 61, 902–907.

    Article  PubMed Central  PubMed  Google Scholar 

  • Walden, B., McGue, M., Iacono, W. G., Burt, S. A., & Elkins, I. J. (2004). Identifying shared environmental contributions to early substance use: the respective roles of peers and parents. Journal of Abnormal Psychology, 113, 440–450.

    Article  PubMed  Google Scholar 

  • Welner, Z., Reich, W., Herjanic, B., Jung, K., & Amado, H. (1987). Reliability, validity, and parent–child agreement studies of the diagnostic interview for children and adolescents (DICA). Journal of the Academy of Child & Adolescent Psychiatry, 26, 649–653.

    Article  Google Scholar 

  • Wills, T. A., & Cleary, S. D. (1999). Peer and adolescent substance use among 6th-9th graders: latent growth analyses of influence versus selection mechanisms. Health Psychology, 18, 453–463.

    Article  PubMed  Google Scholar 

  • Wills, T. A., Windle, M., & Cleary, S. D. (1998). Temperament and novel seeking in adolescent substance use: convergence of dimensions of temperament with constructs from Cloninger’s theory. Journal of Personality and Social Psychology, 74, 387–406.

    Article  PubMed  Google Scholar 

  • Wills, T. A., Cleary, S., Filer, M., Shinar, O., Mariani, J., & Spera, K. (2001). Temperament related to early-onset and substance use: test of a developmental model. Prevention Sciences, 2, 145–163.

    Article  Google Scholar 

  • World Health Organization. (2008). WHO report on the global tobacco epidemic, 2008: The MPOWER package. Geneva: Author.

    Book  Google Scholar 

  • World Health Organization. (2011). Global status report on alcohol and health. Geneva: Author.

    Google Scholar 

  • Zucker, R. A. (2006). Alcohol use and the alcohol use disorders: A developmental-biopsychosocial systems formulation covering the life course. In: Cohen DCaDJ (Ed.), Developmental Psychopathology (2nd ed.), vol. 3: Risk, Disorder, and Adaption (pp. 620–656). New York: Wiley.

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Acknowledgments

This work was supported by grants from the National Institute of Drug Abuse U01 DA024417 (W.G.I.), R37 DA005147 (W.G.I.), R01 DA013240 (W.G.I.), K01 DA025868 (B.M.H.), National Institute of Alcohol Abuse and Alcoholism R01 AA09367 (M.M.), a Career Development Award-2 from the VA Office of Research and Development (D.M.B.), and a Research Council of the United Kingdom fellowship (W.J.). None of the authors report any biomedical financial interests or potential conflicts of interest.

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Correspondence to Brian M. Hicks.

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Hicks, B.M., Johnson, W., Durbin, C.E. et al. Delineating Selection and Mediation Effects Among Childhood Personality and Environmental Risk Factors in the Development of Adolescent Substance Abuse. J Abnorm Child Psychol 42, 845–859 (2014). https://doi.org/10.1007/s10802-013-9831-z

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