Abstract
There are several interrelated knowledge gaps in the literature on skills-building interventions for middle schoolers designed to prevent initiation of substance use, all of which concern the limited study of the adolescent pathways of those intervention effects on distal young adult outcomes. Among the most important yet understudied pathways of influence on long-term effects are positive youth relationship outcomes of middle-school interventions. Other influential pathways for long-term effects are reductions in adolescent substance misuse, particularly marijuana use, considering the long-term consequences of early marijuana initiation. To address these knowledge gaps, data from a randomized controlled trial were used to test a longitudinal, developmental model positing pathways of intervention effects on age 21 illicit drug use and positive relationship affect, via earlier effects on adolescent relationships and marijuana use. Sixth-graders and their families enrolled in 22 Iowa schools were randomly assigned to the Iowa Strengthening Families Program or a control group (N = 446). The average age of students at baseline was 11.3 years (10–13 year age range); 48% were male and 98% were Caucasian, reflective of the demographics in the participating rural Midwest communities. Measures included middle-school relationships (parents, peers, school), high school marijuana use, plus age 21 illicit drug use and relationship affect (parents, work, school), 10 years past intervention implementation. As expected, intervention effects on young adult variables were indirect, through effects on adolescent outcomes, with higher-risk participants showing greater intervention impact. The findings suggest preventive interventions with young adolescents have potential to demonstrate effects into young adulthood.
Similar content being viewed by others
References
Aquilino, W. S. (2006). Family relationships and support systems in emerging adulthood. In J. J. Arnett & J. L. Tanner (Eds.), Emerging adults in America: Coming of age in the 21st century (pp. 193–217). Washington DC: American Psychological Association.
Aquilino, W. S., & Supple, A. J. (2001). Long-term effects of parenting practices during adolescence on well-being outcomes in young adulthood. Journal of Family Issues, 22, 289–308. https://doi.org/10.1177/019251301022003002.
Bond, L., Butler, H., Thomas, L., Carlin, J., Glover, S., Bowes, G., & Patton, G. (2007). Social and school connectedness in early secondary school as predictors of late teenage substance use, mental health, and academic outcomes. Journal of Adolescent Health, 40(4), 357.e9–357.e18. https://doi.org/10.1016/j.jadohealth.2006.10.013.
Brookes, S. T., Whitely, E., Egger, M., Smith, G. D., Mulhearn, P. A., & Peters, T. J. (2004). Sub-group analysis in randomized trials: Risks of subgroup-specific analyses; Power and sample size for the interaction test. Journal of Clinical Epidemiology, 57, 226–236.
Center for Behavioral Health Statistics and Quality. (2016). 2015 National Survey on Drug Use and Health: Detailed Tables. Rockville, MD: Substance Abuse and Mental Health Services Administration.
Coffey, C., & Patton, G. C. (2016). Cannabis use in adolescence and young adulthood: A review of findings from the Victorian Adolescent Health Cohort Study. Canadian Journal of Psychiatry, 61, 318–327.
Collins, W. A., Gleason, T., & Sesma, Jr., A. (1997). Internalization, autonomy, and relationships: Development during adolescence. In J. E. Grusec & L. Kuczynski (Eds.), Parenting and children’s internalization of values: A handbook of contemporary theory (pp. 78–102). NY: John Wiley & Sons.
Collins, W. A., & van Dulman, M. (2006). Friendships and romance in emerging adulthood: Assessing distinctiveness in close relationships. In J. J. Arnett & J. L. Tanner (Eds.), Emerging adults in America: Coming of age in the 21st century (pp. 219–234). Washington DC: American Psychological Association.
Conger, R. D., Lorenz, F. O., Elder, Jr., G. H., Melby, J. N., Simons, R. L., & Conger, K. J. (1991). A process model of family economic pressure and early adolescent alcohol use. Journal of Early Adolescence, 11, 430–449.
Coyle, C., Bramham, J., Dundon, N., Moynihan, M., & Carr, A. (2016). Exploring the Positive Impact of Peers on Adolescent Substance Misuse. Journal of Child & Adolescent Substance Abuse, 25(2), 134–143.
Dawson-McClure, S. R., Sandler, I. N., Wolchik, S. A., & Millsap, R. E. (2004). Risk as a moderator of the effects of prevention programs for children from divorced families: A six-year longitudinal study. Journal of Abnormal Child Psychology, 32, 175–190.
Del Boca, F. K., & Darkes, J. (2003). The validity of self-reports of alcohol consumption: State of the science and challenges for research. Addiction, 98, 1–12.
Diener, E. (2013). The remarkable changes in the science of subjective well-being. Perspectives on Psychological Science, 8, 663–666.
Dishion, T. J., & Stormshak, E. A., & Kavanaugh, K. A. (2011). Everyday parenting: A professional’s guide to building family management skills. Research Press, ISBN 0878226583, 9780878226580
Donnellan, M. B., Larsen-Rife, D., & Conger, R. D. (2005). Personality, family history, and competence in early adult romantic relationships. Journal of Personality and Social Psychology, 88, 562–576.
Ellickson, P. L., Martino, S. C., & Collins, R. L. (2004). Marijuana use from adolescence to young adulthood: Multiple developmental trajectories and their associated outcomes. Health Psychology, 23(3), 299–307.
Enders, C. K., & Bandalos, D. (2009). The relative performance of full information maximum likelihood estimation for missing data in structural equation models. Structural Equation Modeling: A Multidisciplinary Journal, 8, 430–457.
Fergusson, D. M., & Boden, J. M. (2008). Cannabis use and later life outcomes. Addiction, 103(6), 969–976.
Fiellin, L. E., Tetrault, J. M., Becker, W. C., Fiellin, D. A., & Hoff, R. A. (2013). Previous use of alcohol, cigarettes, and marijuana and subsequent abuse of prescription opioids in young adults. Journal of Adolescent Health, 52, 158–163.
Fischer, J. A., Clavarino, A. M., Plotnikova, M., & Najman, J. M. (2015). Cannabis use and quality of life of adolescents and young adults: Findings from an Australian birth cohort. Journal of Psychoactive Drugs, 47(2), 107–116.
Georgiades, K., & Boyle, M. H. (2007). Adolescent tobacco and cannabis use: young adult outcomes from the Ontario Child Health Study. Journal Child Psychology Psychiatry, 48(7), 724–31.
Green, K. M., Musci, R. J., Johnson, R. M., Matson, P. A., Reboussin, B. A., & Ialongo, N. S. (2016). Outcomes associated with adolescent marijuana and alcohol use among urban young adults: A prospective study. Addictive Behaviors, 53, 155–160.
Hartup, W. W. (1989). Social relationships and their developmental significance. American Psychologist, 44(2), 120.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indices in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55.
Johnson, B., McBride, D., Hopkins, G., & Pepper, S. (2014). An examination of parent–child relationships and teen substance use: A brief report. Journal of Child & Adolescent Substance Abuse, 23(4), 210–216.
Kellam, S. G., Koretz, D., & Mościcki, E. K. (1999). Core elements of developmental epidemiologically based prevention research. American Journal of Community Psychology, 27, 463–482.
Kellam, S. G., & Rebok, G. W. (1992). Building developmental and etiological theory through epidemiologically based preventive intervention trials. In J. McCord & T. E. Tremblay (Eds.), Preventing antisocial behavior: interventions from birth through adolescence (pp. 162–195). NY: Guilford Press.
Kosterman, R., Mason, W. A., Haggerty, K., Hawkins, J. D., Spoth, R., & Redmond, C. (2011). Positivechildhood experiences and positive adult functioning: Prosocial continuity and the role of adolescent substance use. Journal of Adolescent Health, 49(2), 180–186. https://doi.org/10.1016/j.jadohealth.2010.11.244.
Kumpfer, K. L., Molgaard, V., & Spoth, R. (1996). The strengthening families program for the prevention of delinquency and drug use. In R. D. Peters & R. J. McMahon (Eds.), Preventing childhood disorders, substance abuse, and delinquency (pp. 241–267). Thousand Oaks, CA: Sage.
Kumpfer, K. L., & Turner, C. W. (1990). The social ecology model of adolescent substance abuse: Implications for prevention. International Journal of the Addictions, 25, 435–463. 1991.
Lerner, R. M., Lerner, J. V., Almerigi, J., Theokas, C., Phelps, E., Gestsdottir, S., & von Eye, A. (2005). Positive youth development, participation in community youth development programs, and community contributions of fifth grade adolescents: Findings from the first wave of the 4-H Study of Positive Youth Development. Journal of Early Adolescence, 25(1), 17–71.
Lerner, R. M., Lerner, J. V., Selva, L.-B., Bowers, E. P., Boyd, M. J., Mueller, M. K., Schmid, K. L., & Napolitano, C. M. (2011). Positive Youth Development: Processes, programs, and problematics. Journal of Youth Development, 6(3), 41–64.
Lessem, J. M., Hopfer, C. J., Haberstick, D. T., Ehringer, M. A., Smolen, A., & Hewitt, J. K. (2006). Relationship between adolescent marijuana use and young adult illicit drug use. Behavior Genetics, 36, 498–506.
Lyubomirsky, S., King, L., & Diener, E. (2005). The benefits of frequent positive affect: Does happiness lead to success? Psychological Bulletin, 131, 803–855.
Maccoby, E. E. (1999). The uniqueness of the parent-child relationship. In W. A. Collins & B. Laursen (Eds.), Relationships as developmental contexts: The Minnesota Symposia on Child Psychology 30, (157–175). Mahwah, NJ: Lawrence Erlbaum Associates.
Magdalena, C., Wall, M., Feng, T., Keyes, K. M., Sarvet, A., & Schulenberg, J., et al. (2017). Association of state recreational marijuana laws with adolescent marijuana use. JAMA Pediatrics, 17, 142–149.
Mason, W. A., Kosterman, R., Haggerty, K. P., Hawkins, J. D., Redmond, C., Spoth, R. L., & Shin, C. (2009). Gender moderation and social developmental mediation of the effect of a family-focused substance use preventive intervention on young adult alcohol abuse. Addictive Behaviors, 34, 599–605.
Masten, A. S. (2014). Invited commentary: Resilience and positive youth development frameworks in developmental science. Journal of Youth and Adolescence, 43, 1018–1024.
Molgaard, V. M., Spoth, R., & Redmond, C. (2000). Competency training: The Strengthening Families Program for Parents and Youth 10-14. OJJDP Juvenile Justice Bulletin (NCJ 182208). Washington, DC: U.S. Department of Justice, Office of Juvenile Justice and Delinquency Prevention.
Osgood, D. W., Feinberg, M. E., Gest, S. D., Moody, J., Ragan, D. T., Spoth, R., Greenberg, M., & Redmond, C. (2013). Effects of PROSPER on the influence potential of prosocial versus antisocial youth in adolescent friendship networks. Journal of Adolescent Health, 53(2), 174–179. https://doi.org/10.1016/j.jadohealth.2013.02.013.
Patterson, G. R., Reid, J. B., & Eddy, J. M. (2002). A brief history of the Oregon model. In J. B. Reid, G. R. Patterson & J. Snyder (Eds.), Antisocial behavior in children and adolescents: A developmental analysis and model for intervention (pp. 3–24). Washington DC: American Psychological Association.
Pianta, R. C. (1999). Enhancing relationships between children and teachers. Washington, DC: American Psychological Association.
Redmond, C., Spoth, R. L., Shin, C., Schainker, L., Greenberg, M., & Feinberg, M. (2009). Long-term protective factor outcomes of evidence-based interventions implemented by community teams through a community-university partnership. Journal of Primary Prevention, 30, 513–530.
Rossi, A., & Rossi, P. (1990). Of human bonding: Parent-child relations across the life course. New York: Aldne de Gruyter.
Sanchez-Queija, I., Oliva, A., Parra, A., & Camacho, C. (2016). Longitudinal analysis of the role of family functioning in substance use. Journal of Child and Family Studies, 25(1), 232–240.
Schulenberg, J. E, Johnston, L. D, O’Malley, P. M, Bachman, J. G, Miech, R. A., & Patrick, M. E. (2017). Monitoring the Future national survey results on drug use, 1975–2016: Vol. II, College students and adults ages 19–55. Ann Arbor: Institute for Social Research, The University of Michigan. http://monitoringthefuture.org/pubs.html#monographs
Spector, P.E. (1997) Job Satisfaction: Application, Assessment, Causes, and Consequences. Vol. 3, Sage Publications, Thousand Oaks.
Spoth, R., Guyll, M., & Shin, C. (2009b). Universal intervention as a protective shield against exposure to substance use: Long-term outcomes and public health significance. American Journal of Public Health, 99(11), 2026–2033. https://doi.org/10.2105/AJPH.2007.133298.
Spoth, R., & Redmond, C. (2002). Project Family prevention trials based in community-university partnerships: Toward scaled-up preventive interventions. Prevention Science, 3(3), 203–221. https://doi.org/10.1023/A:1019946617140.
Spoth, R., Redmond, C., & Lepper, H. (1999). Alcohol initiation outcomes of universal family-focused preventive interventions: One- and two-year follow-ups of a controlled study. Journal of Studies on Alcohol, Supplement 13, 103–111.
Spoth, R, Redmond, C, Mason, W. A, Schainker, L., & Borduin, L. (2015). Research on the Strengthening Families Program for Parents and Youth 10-14: Long-term effects, mechanisms, translation to public health, PROSPER partnership scale up. In: In L. M. Scheier (ed.) Handbook of drug prevention: research, intervention strategies, and practice. (pp. 267–292). Washington, DC: American Psychological Association. ISBN-13: 9781433818998.
Spoth, R., Redmond, C., & Shin, C. (2001). Randomized trial of brief family interventions for general populations: Adolescent substance use outcomes four years following baseline. Journal of Consulting and Clinical Psychology, 69(4), 627–642.
Spoth, R., Redmond, C., Shin, C., & Azevedo, K. (2004). Brief family intervention effects on adolescent substance initiation: School-level curvilinear growth curve analyses six years following baseline. Journal of Consulting and Clinical Psychology, 72(3), 535–542.
Spoth, R., Randall, G. K., & Shin, C. (2008a). Increasing school success through partnership-based family competency training: experimental study of long-term outcomes. School Psychology Quarterly, 23, 70–89.
Spoth, R., Trudeau, L., Guyll, M., Shin, C., & Redmond, C. (2009a). Universal intervention effects on substance use among young adults mediated by delayed adolescent substance initiation. Journal of Consulting and Clinical Psychology, 77(4), 620–632. https://doi.org/10.1037/a0016029.
Spoth, R., Trudeau, L., Redmond, C., & Shin, C. (2016). Replicating and extending a model of effects of universal preventive intervention during early adolescence on young adult substance misuse. Journal of Consulting and Clinical Psychology, 84, 913–921.
Spoth, R., Trudeau, L., Shin, C., Ralston, E., Redmond, C., Greenberg, M., & Feinberg, M. (2013). Longitudinal effects of universal preventive intervention on prescription drug misuse: Three randomized controlled trials with late adolescents and young adults. American Journal of Public Health, 103(4), 665–672.
Spoth, R., Trudeau, L., Shin, C., & Redmond, C. (2008b). Long-term effects of universal preventive interventions on prescription drug misuse. Addiction, 103(7), 1160–1168.
Spoth, R., Trudeau, L., Redmond, C., & Shin, C. (2014). Replication RCT of early universal prevention effects on young adult substance misuse. Journal of Consulting and Clinical Psychology, 82(6), 949–963. https://doi.org/10.1037/a0036840.
Substance Abuse and Mental Health Services Administration [SAMHSA] (2012–2014). National Survey on Drug Use and Health: Comparison of 2012–2013 and 2013–2014 Population Percentages (50 States and the District of Columbia). https://www.samhsa.gov/data/sites/default/files/NSDUHsaeShortTermCHG2014/NSDUHsaeShortTermCHG2014.pdf
Swenson, L. M., Nordstron, A., & Hiester, M. (2008). The role of peer relationships in adjustment to college. Journal of College Student Development, 49, 551–567.
Tanner, J. (2011). Emerging adulthood. In R. J. R. Levesque (Ed.), Encyclopedia of adolescence (pp. 818–825). NY: Springer Science + Business Media, LLC.
US Department of Health and Human Services [HHS], Office of the Surgeon General. (2016). Facing Addiction in America: The Surgeon General’s Report on Alcohol, Drugs, and Health. Washington, DC: HHS. https://addiction.surgeongeneral.gov/surgeon-generals-report.pdf November 2016.
Van Ryzin, M. J., Fosco, G. M., & Dishion, T. J. (2012). Family and peer predictors of substance use from early adolescence to early adulthood: An 11-year prospective analysis. Addictive Behaviors, 37(12), 1314–1224. https://doi.org/10.1016/j.addbeh.2012.06.020.
Volkow, N. D., Baler, R. D., Compton, W. M., & Weiss, S. R. B. (2014). Adverse health effects of marijuana use. The New England Journal of Medicine, 370, 2219–2227. https://doi.org/10.1056/NEJMra1402309.
What Kids Can Do. (October, 2004). Students as allies in improving their schools. http://www.whatkidscando.org/specialcollections/student_as_allies/pdfs/saa_samplesurveys_final.pdf.
Weiss, R. S. (1986). Continuities and transformations in social relationships from childhood to adulthood. In W. W. Hartup & A. Rubin (Eds), Relationships and development (pp. 95–110). Hillsdale, NJ: Lawrence Erlbaum Associates.
Wentzel, K. R. (1998). Social relationships and motivation in middle school: The role of parents, teachers, and peers. Journal of Educational Psychology, 90, 202–209.
Author Contributions
R.S. conceived of the study, serving as its lead investigator regarding design, measurement, and supervision of all aspects of implementation, as well as leading on drafting the manuscript; L.T. conducted the data analyses, assisting with the interpretation of the data and writing the summary of methods and results, and with editing the manuscript; C.S. participated in designing and implementing the study, consulted on the data analyses and on the summary of methods and results; K.R. assisted with the literature search and with article summaries, and participated in editing the manuscript; A.M. helped to edit the original manuscript and revise it subsequently. All authors read and approved the final manuscript.
Funding
This study was supported by the National Institute on Alcohol Abuse and Alcoholism (grant AA014702), the National Institute on Drug Abuse (grant DA010815), and the National Institute of Mental Health (grant MH049127).
Data Sharing and Declaration
The datasets generated and analyzed during the current study are not yet publicly available. Please contact the corresponding author if there is interest in developing a data sharing agreement.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Compliance with ethical standards
Standards of ethical responsibilities have been followed:
*the MS has not been submitted to more than one journal for simultaneous consideration;
*the MS has not been published previously;
*the MS is based a longitudinal study grant that has been appropriately reported in multiple publications (the study entails 8 assessments across an 18-year period of time and has had many specific aims over that time period, with multiple types of outcomes measured and a multi-method measurement approach—accordingly, there has been a number of publications to address the aims specified, regarding follow-up assessments with participants as they progressed across the three developmental stages—with each of the publications intended to make a unique contribution to the literature and, in this particular case, with the intent of being responsive to a suggestion for the paper by the funding agency program officer);
*no data have been fabricated or manipulated to support conclusions;
*no data, text, or theories by others are presented as if they were the author’s own;
*consent to submit has been received explicitly from all co-authors;
*authors have contributed sufficiently to the scientific work and share collective responsibility and accountability for the results;
*all authors approved of the author group, corresponding author, and order of authors;
*there was no change to authorship at revision;
*authors are prepared to submit relevant documentation to verify the validity of the results.
Conflict of Interest
The authors declare that they have no conflict of interest.
Ethical Approval
The Institutional Review Board at Iowa State University approved the study and its informed consent procedures.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Electronic supplementary material
Rights and permissions
About this article
Cite this article
Spoth, R., Trudeau, L., Shin, C. et al. Testing a Model of Universal Prevention Effects on Adolescent Relationships and Marijuana Use as Pathways to Young Adult Outcomes. J Youth Adolescence 48, 444–458 (2019). https://doi.org/10.1007/s10964-018-0946-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10964-018-0946-y