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Unfazed or Dazed and Confused: Does Early Adolescent Marijuana Use Cause Sustained Impairments in Attention and Academic Functioning?

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Abstract

There is some suggestion that heavy marijuana use during early adolescence (prior to age 17) may cause significant impairments in attention and academic functioning that remain despite sustained periods of abstinence. However, no longitudinal studies have examined whether both male and female adolescents who engage in low (less than once a month) to moderate (at least once a monthly) marijuana use experience increased problems with attention and academic performance, and whether these problems remain following sustained abstinence. The current study used within-individual change models to control for all potential pre-existing and time-stable confounds when examining this potential causal association in two gender-specific longitudinal samples assessed annually from ages 11 to 16 (Pittsburgh Youth Study N = 479; Pittsburgh Girls Study N = 2296). Analyses also controlled for the potential influence of several pertinent time-varying factors (e.g., other substance use, peer delinquency). Prior to controlling for time-varying confounds, analyses indicated that adolescents tended to experience an increase in parent-reported attention and academic problems, relative to their pre-onset levels, during years when they used marijuana. After controlling for several time-varying confounds, only the association between marijuana use and attention problems in the sample of girls remained statistically significant. There was no evidence indicating that adolescents who used marijuana experienced lingering attention and academic problems, relative to their pre-onset levels, after abstaining from use for at least a year. These results suggest that adolescents who engage in low to moderate marijuana use experience an increase in observable attention and academic problems, but these problems appear to be minimal and are eliminated following sustained abstinence.

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References

  • Achenbach, T. M. (1991). Integrative guide for the 1991 CBCL/4-18, YSR, and TRF profiles. Burlington: University of Vermont, Department of Psychiatry.

    Google Scholar 

  • Achenbach, T. (1997). Young adult self report. Burlington: University of Vermont Department of Psychiatry.

    Google Scholar 

  • Achenbach, T. M., Dumenci, L., & Rescorla, L. A. (2003). DSM-oriented and empirically based approaches to constructing scales from the same item pools. Journal of Clinical Child and Adolescent Psychology, 32, 328–340.

    Article  PubMed  Google Scholar 

  • Allison, P. D. (2009). Fixed effects regression models. Thousand Oaks: Sage Publications.

    Google Scholar 

  • Andrews, J. A., & Duncan, S. C. (1997). Examining the reciprocal relation between academic motivation and substance use: effects of family relationships, self-esteem, and general deviance. Journal of Behavioral Medicine, 20, 523–549.

    Article  PubMed  Google Scholar 

  • Bachman, J. G., O’Malley, P. M., Schulenberg, J. E., Johnston, L. D., Freedman-Doan, P., & Messersmith, E. E. (2008). The education-drug use connection: How successes and failures in school relate to adolescent smoking, drinking, drug use, and delinquency. Taylor & Francis Group/Lawrence Erlbaum Associates.

  • Brook, J. S., Balka, E. B., & Whiteman, M. (1999). The risks for late adolescence of early adolescent marijuana use. American Journal of Public Health, 89, 1549–1554.

    Article  PubMed Central  PubMed  Google Scholar 

  • Brook, J. S., Stimmel, M. A., Zhang, C. S., & Brook, D. W. (2008). The association between earlier marijuana use and subsequent academic achievement and health problems: a longitudinal study. American Journal on Addictions, 17, 155–160.

    Article  PubMed Central  PubMed  Google Scholar 

  • Cerdá, M., Bordelois, P. M., Keyes, K. M., Galea, S., Koenen, K. C., & Pardini, D. (2013). Cumulative and recent psychiatric symptoms as predictors of substance use onset: does timing matter? Addiction, 108, 2119–2128.

    Article  PubMed  Google Scholar 

  • Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24, 385–396.

    Article  PubMed  Google Scholar 

  • Curran, P. J., & Bauer, D. J. (2011). The disaggregation of within-person and between-person effects in longitudinal models of change. Annual Review of Psychology, 62, 583.

    Article  PubMed Central  PubMed  Google Scholar 

  • Disney, E. R., Elkins, I. J., McGue, M., & Iacono, W. G. (1999). Effects of ADHD, conduct disorder, and gender on substance use and abuse in adolescence. American Journal of Psychiatry, 156, 1515–1521.

    Article  PubMed  Google Scholar 

  • Duckworth, A. L., & Seligman, M. E. (2006). Self-discipline gives girls the edge: gender in self-discipline, grades, and achievement test scores. Journal of Educational Psychology, 98, 198.

    Article  Google Scholar 

  • Duncan, S. C., Duncan, T. E., Biglan, A., & Ary, D. (1998). Contributions of the social context to the development of adolescent substance use: a multivariate latent growth modeling approach. Drug and Alcohol Dependence, 50, 57–71.

    Article  PubMed  Google Scholar 

  • ElSohly, M. A. (2009). Quarterly report potency monitoring project, Report 104 December 16, 2008 Thru March 15, 2009. Oxford, Mississippi: National Center for Natural Products Research. Retrieved on 8/18/2014 from http://medicalmarijuana.procon.org/sourcefiles/UMPMC-quarterly-monitoring-report.pdf.

  • Epstein, J. N., Erkanli, A., Conners, С. K., Klaric, J., Costello, J. E., & Angold, A. (2003). Relations between continuous performance test performance measures and ADHD behaviors. Journal of Abnormal Child Psychology, 31, 543–554.

    Article  PubMed  Google Scholar 

  • Fergusson, D. M., & Boden, J. M. (2008). Cannabis use and later life outcomes. Addiction, 103, 969–976.

    Article  PubMed  Google Scholar 

  • Fergusson, D. M., & Horwood, L. J. (1997). Early onset cannabis use and psychosocial adjustment in young adults. Addiction, 92, 279–296.

    Article  PubMed  Google Scholar 

  • Fergusson, D. M., Horwood, L. J., & Beautrais, A. L. (2003). Cannabis and educational achievement. Addiction, 98, 1681–1692.

    Article  PubMed  Google Scholar 

  • Flory, K., Milich, R., Lynam, D. R., Leukefeld, C., & Clayton, R. (2003). Relation between childhood disruptive behavior disorders and substance use and dependence symptoms in young adulthood: individuals with symptoms of attention-deficit/hyperactivity disorder and conduct disorder are uniquely at risk. Psychology of Addictive Behaviors, 17, 151–158.

    Article  PubMed  Google Scholar 

  • Fried, P., Watkinson, B., & Gray, R. (2005). Neurocognitive consequences of marihuana—a comparison with pre-drug performance. Neurotoxicology and Teratology, 27, 231–239.

    Article  PubMed  Google Scholar 

  • Gadow, K. D., & Sprafkin, J. (1997). Adolescent symptom inventory-4 (ASI-4). Checkmate Plus.

  • Gilger, J. W. (1992). Using self-report and parental-report survey data to assess past and present academic achievement of adults and children. Journal of Applied Developmental Psychology, 13, 235–256.

    Article  Google Scholar 

  • Gonzalez, R. (2007). Acute and non-acute effects of cannabis on brain functioning and neuropsychological performance. Neuropsychology Review, 17, 347–361.

    Article  PubMed  Google Scholar 

  • Gonzalez, R., & Swanson, J. M. (2012). Long-term effects of adolescent-onset and persistent use of cannabis. Proceedings of the National Academy of Sciences, 109, 15970–15971.

    Article  Google Scholar 

  • Gonzalez, R., Carey, C., & Grant, I. (2002). Nonacute (residual) neuropsychological effects of cannabis use: a qualitative analysis and systematic review. The Journal of Clinical Pharmacology, 42, 48S–57S.

    Article  PubMed  Google Scholar 

  • Grant, I., Gonzalez, R., Carey, C. L., Natarajan, L., & Wolfson, T. (2003). Non-acute (residual) neurocognitive effects of cannabis use: a meta-analytic study. Journal of the International Neuropsychological Society, 9, 679–689.

    Article  PubMed  Google Scholar 

  • Henry, K. L., Smith, E. A., & Caldwell, L. L. (2007). Deterioration of academic achievement and marijuana use onset among rural adolescents. Health Education Research, 22, 372–384.

    Article  PubMed  Google Scholar 

  • Hipwell, A. E., Loeber, R., Stouthamer-Loeber, M., Keenan, K., White, H. R., & Kroneman, L. (2002). Characteristics of girls with early onset disruptive and antisocial behaviour. Criminal Behavior and Mental Health, 12, 99–118.

    Article  Google Scholar 

  • Hollingshead, A. A. (1975). Four-factor index of social status. Unpublished manuscript. New Haven, CT: Yale University.

  • Johnston, L. D., O’Malley, P. M., Bachman, J. G., & Schulenberg, J. E. (2013). Monitoring the future national results on drug use: 2012 overview, key findings on adolescent drug use. Ann Arbor: Institute for Social Research, The University of Michigan.

    Google Scholar 

  • Keenan, K., Hipwell, A., Chung, T., Stepp, S., Stouthamer-Loeber, M., Loeber, R., & McTigue, K. (2010). The Pittsburgh Girls Study: overview and initial findings. Journal of Clinical Child and Adolescent Psychology, 39, 506–521.

    Article  PubMed Central  PubMed  Google Scholar 

  • Krohn, M. D., Lizotte, A. J., & Perez, C. M. (1997). The interrelationship between substance use and precocious transitions to adult statuses. Journal of Health and Social Behavior, 38, 87–103.

    Article  PubMed  Google Scholar 

  • Lisdahl, K. M., & Price, J. S. (2012). Increased marijuana use and gender predict poorer cognitive functioning in adolescents and emerging adults. Journal of the International Neuropsychological Society, 18, 678–688.

    Article  PubMed Central  PubMed  Google Scholar 

  • Lisdahl, K., & Tapert, S. (2012). Chronic effects of heavy alcohol and marijuana use on the brain and cognition in adolescents and young adults. In H. White & D. Rabiner (Eds.), College student drinking and drug use: Multiple perspectives on a complex problem (pp. 63–82). Durham: The Guilford Press.

    Google Scholar 

  • Loeber, R., Farrington, D. P., Stouthamer-Loeber, M., & Van Kammen, W. B. (1998). Antisocial behavior and mental health problems: Explanatory factors in childhood and adolescence. New York: Routledge.

    Google Scholar 

  • Loeber, R., Stouthamer-Loeber, M., & White, H. R. (1999). Developmental aspects of delinquency and internalizing problems and their association with persistent juvenile substance use between ages 7 and 18. Journal of Clinical Child Psychology, 28, 322–332.

    Article  PubMed  Google Scholar 

  • Loeber, R., Farrington, D. P., Stouthamer-Loeber, M., & White, H. R. (2008). Violence and serious theft: Development and prediction from childhood to adulthood. New York: Routledge.

    Google Scholar 

  • Lynskey, M., & Hall, W. (2000). The effects of adolescent cannabis use on educational attainment: a review. Addiction, 95, 1621–1630.

    Article  PubMed  Google Scholar 

  • Macleod, J., Oakes, R., Copello, A., Crome, I., Egger, M., Hickman, M., … & Davey Smith, G. (2004). Psychological and social sequelae of cannabis and other illicit drug use by young people: a systematic review of longitudinal, general population studies. Lancet, 363, 1579–1588.

  • McCaffrey, D. F., Liccardo Pacula, R., Han, B., & Ellickson, P. (2010). Marijuana use and high school dropout: the influence of unobservables. Health Economics, 19, 1281–1299.

    Article  PubMed Central  PubMed  Google Scholar 

  • Meier, M. H., Caspi, A., Ambler, A., Harrington, H., Houts, R., Keefe, R. S., McDonald, K., Ward, A., Poulton, R., & Moffitt, T. E. (2012). Persistent cannabis users show neuropsychological decline from childhood to midlife. Proceedings of the National Academy of Sciences, 109, E2657–E2664.

    Article  Google Scholar 

  • Molina, B. S. G., Smith, B. H., & Pelham, W. E. (1999). Interactive effects of attention deficit hyperactivity disorder and conduct disorder on early adolescent substance use. Psychology of Addictive Behaviors, 13, 348–358.

    Article  Google Scholar 

  • Newcomb, M. D., & Bentler, P. M. (1986). Drug use, educational aspirations, and work force involvement: the transition from adolescence to young adulthood. American Journal of Community Psychology, 14, 303–321.

    Article  PubMed  Google Scholar 

  • Osgood, D. W. (2010). Statistical models of life events and criminal behavior. In A. R. Piquero & D. Weisburd (Eds.), Handbook of quantitative criminology (pp. 375–396). New York: Springer.

    Chapter  Google Scholar 

  • Pandina, R. J., Labouvie, E. W., & White, H. R. (1984). Potential contributions of the life span developmental approach to the study of adolescent alcohol and drug use: the Rutgers health and human development project, a working model. Journal of Drug Issues, 2, 253–268.

    Google Scholar 

  • Pardini, D., Obradovic, J., & Loeber, R. (2006). Interpersonal callousness, hyperactivity/impulsivity, inattention, and conduct problems as precursors to delinquency persistence in boys: a comparison of three grade-based cohorts. Journal of Clinical Child and Adolescent Psychology, 35, 46–59.

    Article  PubMed  Google Scholar 

  • Pliszka, S. (2007). Practice parameter for the assessment and treatment of children and adolescents with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 46, 894–921.

    Article  PubMed  Google Scholar 

  • Pope, H. G., Gruber, A. J., Hudson, J. I., Huestis, M. A., & Yurgelun-Todd, D. (2001).  Neuropsychological performance in long-term cannabis users.  Archives of General Psychiatry, 58, 909-915.

  • Sibley, M. H., Kuriyan, A. B., Evans, S. W., Waxmonsky, J. G., & Smith, B. H. (2014). Pharmacological and psychosocial treatments for adolescents with ADHD: an updated systematic review of the literature. Clinical Psychology Review, 34, 218–232.

    Article  PubMed  Google Scholar 

  • StataCorp. (2011). Stata statistical software: Release 12. College Station: StataCorp LP.

    Google Scholar 

  • Toplak, M. E., West, R. F., & Stanovich, K. E. (2013). Practitioner review: do performance‐based measures and ratings of executive function assess the same construct? Journal of Child Psychology and Psychiatry, 54, 131–143.

    Article  PubMed  Google Scholar 

  • Wilens, T. E., Biederman, J., & Spencer, T. J. (1996). Attention-deficit hyperactivity disorder and the psychoactive substance use disorders. Adolescent Substance Abuse and Dual Disorders, 5, 73–91.

    Article  Google Scholar 

  • Wilkinson, G. S. (1993). The wide range achievement test: Manual (3rd ed.). Wilmington: Wide Range.

    Google Scholar 

  • Willcutt, E. G., Nigg, J. T., Pennington, B. F., Solanto, M. V., Rohde, L. A., Tannock, R., Loo, S. K., Carlson, C. L., McBurnett, K., & Lahey, B. B. (2012). Validity of DSM-IV attention deficit/hyperactivity disorder symptom dimensions and subtypes. Journal of Abnormal Psychology, 121, 991–1010.

    Article  PubMed Central  PubMed  Google Scholar 

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Author’s Note

This study was supported by grants from the National Institute on Drug Abuse (DA411018, DA034608, DA012237), National Institute of Mental Health (MH48890, MH50778, MH078039, MH056630), Pew Charitable Trusts, the Office of Juvenile Justice and Delinquency Prevention (96-MU-FX-0012), and the Pennsylvania Department of Health.

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The authors declare that they have no conflict of interest.

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Correspondence to Dustin Pardini.

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Pardini, D., White, H.R., Xiong, S. et al. Unfazed or Dazed and Confused: Does Early Adolescent Marijuana Use Cause Sustained Impairments in Attention and Academic Functioning?. J Abnorm Child Psychol 43, 1203–1217 (2015). https://doi.org/10.1007/s10802-015-0012-0

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