Elsevier

Drug and Alcohol Dependence

Volume 159, 1 February 2016, Pages 158-165
Drug and Alcohol Dependence

Full length article
Marijuana use trajectories during college predict health outcomes nine years post-matriculation

https://doi.org/10.1016/j.drugalcdep.2015.12.009Get rights and content

Highlights

  • Marijuana trajectory groups differed significantly on 7 of the 9 health outcomes.

  • Non-users fared better than the late-increase and chronic groups on most outcomes.

  • The declining groups fared better than the Chronic group on mental health outcomes.

  • The Late-Increase group fared worse than the stable groups on several outcomes.

Abstract

Background

Several studies have linked marijuana use with a variety of health outcomes among young adults. Information about marijuana’s long-term health effects is critically needed.

Methods

Data are from a ten-year study of 1253 young adults originally recruited as first-year college students and assessed annually thereafter. Six trajectories of marijuana use during college (Non-Use, Low-Stable, Early-Decline, College-Peak, Late-Increase, Chronic) were previously derived using latent variable growth mixture modeling. Nine health outcomes assessed in Year 10 (modal age 27) were regressed on a group membership variable for the six group trajectories, holding constant demographics, baseline health status, and alcohol and tobacco trajectory group membership.

Results

Marijuana trajectory groups differed significantly on seven of the nine outcomes (functional impairment due to injury, illness, or emotional problems; psychological distress; subjective well-being; and mental and physical health service utilization; all ps < .001), but not on general health rating or body mass index. Non-users fared better than the Late-Increase and Chronic groups on most physical and mental health outcomes. The declining groups (Early-Decline, College-Peak) fared better than the Chronic group on mental health outcomes. The Late-Increase group fared significantly worse than the stable groups (Non-Use, Low-Stable, Chronic) on both physical and mental health outcomes.

Conclusions

Even occasional or time-limited marijuana use might have adverse effects on physical and mental health, perhaps enduring after several years of moderation or abstinence. Reducing marijuana use frequency might mitigate such effects. Individuals who escalate their marijuana use in their early twenties might be at especially high risk for adverse outcomes.

Introduction

Marijuana use is highly prevalent, with approximately one in ten U.S. adults and one-third of college students having used during the past year (Johnston et al., 2014; Substance Abuse and Mental Health Services Administration (SAMHSA), 2014). Recent legislative trends toward decriminalization and legalization have been accompanied by declining perceptions of marijuana’s harmfulness (Johnston et al., 2014, SAMHSA, 2014). Given that emerging adulthood is a critical developmental stage with respect to identity exploration and establishing long-term adult roles, the consequences of marijuana use during this period could be substantial and enduring (Arnett, 2005). Young adulthood is also the peak developmental period for marijuana use and related problems (SAMHSA, 2014).

Public perceptions notwithstanding, abundant research evidence from both cross-sectional and longitudinal studies supports the association between marijuana use and a variety of psychosocial and health outcomes, especially when use begins early or is frequent, although not all studies have controlled for potential confounds such as alcohol and tobacco use (for reviews, see Hall, 2015, Joshi et al., 2014, Thomas et al., 2014). For example, marijuana use has been linked to psychosis (Di Forti et al., 2015, Di Forti et al., 2009, Fergusson et al., 2005, Hall, 2015, Henquet et al., 2005, Moore et al., 2007, van Os et al., 2002), bipolar disorder (Lagerberg et al., 2014), and major depression (Juon et al., 2011, Lynne-Landsman et al., 2010). The apparent dose-response relationship is particularly concerning given the increasing potency of marijuana during the past several decades (Mehmedic et al., 2010). Marijuana’s physical health effects include respiratory outcomes such as chronic bronchitis, airway inflammation, and decreased pulmonary function (Joshi et al., 2014, Tashkin, 2013), as well as increased risk for cardiovascular disease and acute cardiac events (Jouanjus et al., 2014, Mittleman et al., 2001, Mukamal et al., 2008, Thomas et al., 2014). Accordingly, some evidence indicates that health care utilization is higher for frequent marijuana users than non-users, namely for respiratory illness and injuries, even when excluding tobacco smokers (Polen et al., 1993).

Studies using group-based trajectory modeling can provide a more complete picture of the association between marijuana use patterns during adolescence and health outcomes in young adulthood. Despite methodological differences (e.g., frequency measures, age ranges, number of trajectory groups), certain commonalities emerge from the existing research utilizing this method. Most include a group that abstains from marijuana use, a group that consistently uses infrequently, and a group that consistently uses at high frequencies (Brook et al., 2013, Caldeira et al., 2012, Homel et al., 2014, Schulenberg et al., 2005). Many studies also identified groups with increasing or decreasing frequency of use over time (Brook et al., 2013, Caldeira et al., 2012, Ellickson et al., 2004, Schulenberg et al., 2005) or with different ages of onset (Flory et al., 2004).

In these studies, the trajectory groups that abstain from marijuana use throughout adolescence and young adulthood generally fare best in terms of education, employment, health, and social outcomes (Brook et al., 2013, Caldeira et al., 2012, Ellickson et al., 2004, Flory et al., 2004, Homel et al., 2014, Schulenberg et al., 2005). In contrast, the chronic trajectory groups generally exhibit poor outcomes related to employment and finances (Brook et al., 2013), education (Homel et al., 2014), alcohol and tobacco use (Schulenberg et al., 2005), and mental health (Brook et al., 2011, Caldeira et al., 2012). Even among an “early high” trajectory group (i.e., frequent use at age 13 that declined and stabilized by age 18), self-ratings of overall health at age 29 were significantly lower relative to the other trajectory groups (Ellickson et al., 2004). Nevertheless, few studies have examined young adult outcomes related to physical and mental health, and more comprehensive measures of these outcomes are needed. Additionally, previous studies have been limited in their ability to account for alcohol and tobacco use, which covary with marijuana use (Jackson et al., 2008).

The present study builds on our team’s prior work examining health outcomes in young adulthood in relation to marijuana use trajectories during college (Caldeira et al., 2012). Among a sample of 1253 college students studied over seven years, we identified six distinct trajectories of marijuana use frequency spanning the first six years of the study (see Fig. 1), which – as noted above – were significantly associated with several health outcomes in the seventh year, even after adjusting for baseline health status, demographics, alcohol use, and tobacco use. The present study aims to extend this prior research to evaluate what, if any, relationship might exist between marijuana use trajectory group membership during college and self-reported health outcomes measured in Year 10 (i.e., nine years post-matriculation). An important goal of this work was to replicate our earlier models to understand whether the observed associations with certain health outcomes would persist as participants approached age 30. We hypothesized that marijuana trajectory group membership would be significantly associated with health outcomes in Year 10, even after accounting for alcohol and tobacco use, demographics, and baseline health status.

Section snippets

Study design

Data were collected as part of the College Life Study, which followed a cohort of 1253 individuals originally recruited in 2004 as incoming freshmen at one large public university (Arria et al., 2008, Vincent et al., 2012). After screening the entire incoming class of students ages 17–19 (82% response rate), a sample was selected for longitudinal follow-up, with oversampling of individuals who used an illicit drug at least once during high school. Baseline and annual follow-up assessments

Health outcomes at Year 10

Among the overall sample at Year 10, approximately one-third (34%) rated their health as “excellent” and 58% rated their health as “good.” Approximately half visited a health provider for physical health problems at least once during the past year (52%) or had at least one day when their usual activities were limited by illness (46%). Fewer visited a provider for mental health problems (16%) or had their usual activities limited by an emotional problem (13%). Limiting usual activities due to an

Discussion

In this study of young adults assessed annually for ten years since college entry, the trajectory of students’ marijuana use patterns during and immediately following college was significantly associated with seven health outcomes measured in their late 20s, even after accounting for background risk factors and concomitant rates of change in alcohol and tobacco use. Whereas an earlier report on this sample documented marijuana-related differences in health outcomes in Year 7 (Caldeira et al.,

Funding

Funding for this study was provided by the National Institute on Drug Abuse (R01DA14845, Dr. Arria, PI). The National Institute on Drug Abuse had no further role in the study design; in the collection, management, analysis, and interpretation of the data; in the writing of the manuscript; or in the decision to submit the paper for publication.

Contributors

A.M. Arria and K.E. O’Grady contributed to the overall scientific direction of the project. K.M. Caldeira and A.M. Arria developed the manuscript. K.M. Caldeira, B.A. Bugbee, and K.B. Vincent managed the literature searches and summaries of previous work. K.M. Caldeira and K.E. O’Grady performed the statistical analyses. K.B. Vincent and B.A. Bugbee managed the day-to-day operational aspects of data collection and supervised staff involved in data collection. All authors assisted with writing

Conflicts of interest

None.

Acknowledgement

Special thanks are extended to Hannah Allen, the interviewing team, and the participants.

References (42)

  • A.M. Arria et al.

    Drug exposure opportunities and use patterns among college students: results of a longitudinal prospective cohort study

    Subst. Abuse

    (2008)
  • J.S. Brook et al.

    Developmental trajectories of marijuana use from adolescence to adulthood: personality and social role outcomes

    Psychol. Rep.

    (2011)
  • J.S. Brook et al.

    Adult work commitment, financial stability, and social environment as related to trajectories of marijuana use beginning in adolescence

    Subst. Abuse

    (2013)
  • Centers for Disease Control and Prevention

    Defining Adult Overweight and Obesity

    (2012)
  • M. Di Forti et al.

    High-potency cannabis and the risk of psychosis

    Br. J. Psychiatry

    (2009)
  • E. Diener et al.

    The satisfaction with life scale

    J. Personality Assess.

    (1985)
  • Diener, E., 2006. Understanding scores on the satisfaction with life scale. Ed Diener....
  • P.L. Ellickson et al.

    Marijuana use from adolescence to young adulthood: multiple developmental trajectories and their associated outcomes

    Health Psychol.

    (2004)
  • D.M. Fergusson et al.

    Tests of causal linkages between cannabis use and psychotic symptoms

    Addiction

    (2005)
  • K. Flory et al.

    Early adolescent through young adult alcohol and marijuana use trajectories: early predictors, young adult outcomes, and predictive utility

    Dev. Psychopathol.

    (2004)
  • D. Goldberg et al.

    A User’s Guide to the General Health Questionnaire

    (1988)
  • Cited by (58)

    • Adult Psychiatric, Substance, and Functional Outcomes of Different Definitions of Early Cannabis Use

      2022, Journal of the American Academy of Child and Adolescent Psychiatry
    • Social anxiety and risky Marijuana use: The role of underutilization of protective behavioral strategies

      2021, Addictive Behaviors
      Citation Excerpt :

      Cannabis is the most commonly used drug and rates of use, including daily use, are rising (Center for Behavioral Health Statistics and Quality, 2017); especially among young adults (Schulenberg et al., 2018). Cannabis use in this age group is associated with problems such as academic functioning (Arria et al., 2013; Suerken et al., 2016) and greater depression and anxiety (Arria et al., 2016; Keith et al., 2015). Further, cannabis use disorder (CUD) rates have nearly doubled since 2002 (Hasin et al., 2015).

    View all citing articles on Scopus
    View full text