Abstract
The relationships between dispositional mindfulness and cannabis use remain understudied. The aim of the present study was to link cannabis use and problematic use with different profiles based on dispositional mindfulness facets. A sample of 1572 college students completed self-report questionnaires assessing dispositional mindfulness, cannabis use, and internalizing/externalizing symptoms. A cluster analysis based on the facets of dispositional mindfulness (observing, non-judgment, non-reactivity, acting with awareness, and describing) yielded three clusters: a High-Traits cluster (HT), a Non-Judgmentally Aware cluster (NJA), and a Judgmentally Observing cluster (JO). The NJA cluster had a significantly lower frequency of cannabis use and a lower problematic use than the two other clusters. JO and HT clusters, which both have the highest scores of observing, had also the highest levels of cannabis use and problematic use. These results may reflect the enhancement of sensations due to cannabis use. Methodological issues regarding the evaluation of observing facet are discussed.
Similar content being viewed by others
Data Availability
Our participants did not give informed consent for their measures to be made publicly available. However, access to the data supporting the analyses presented in this paper will be made available to researchers with a reasonable request.
References
Adamson, S. J., Kay-Lambkin, F. J., Baker, A. L., Lewin, T. J., Thornton, L., & Kelly, B. J. (2010). An improved brief measure of cannabis misuse: The cannabis use disorders identification test-revised (CUDIT-R). Drug and Alcohol Dependence, 110, 137–143.
Arria, A. M., Caldeira, K. M., Allen, H. K., Bugbee, B. A., Vincent, K. B., & O’Grady, K. E. (2017). Prevalence and incidence of drug use among college students: An 8-year longitudinal analysis. The American Journal of Drug and Alcohol Abuse, 43, 711–718.
Arthurs, E., Steele, R. J., Hudson, M., Baron, M., & Thombs, B. D. (2012). Are scores on English and French versions of the PHQ-9 comparable? An assessment of differential item functioning. PLoS ONE, 7(12), e52028.
Baer, R. A., Smith, G. T., Hopkins, J., Krietemeyer, J., & Toney, L. (2006). Using self-report assessment methods to explore facets of mindfulness. Assessment, 13, 27–45.
Bohlmeijer, E., ten Klooster, P. M., Fledderus, M., Veehof, M., & Baer, R. (2011). Psychometric properties of the five-facet mindfulness questionnaire in depressed adults and development of a short form. Assessment, 18, 308–320.
Bonn-Miller, M. O., Vujanovic, A. A., Twohig, M. P., Medina, J. L., & Huggins, J. L. (2010). Posttraumatic stress symptom severity and marijuana use coping motives: A test of the mediating role of non-judgmental acceptance within a trauma-exposed community sample. Mindfulness, 1, 98–106.
Bowen, S., Chawla, N., Collins, S. E., Witkiewitz, K., Hsu, S., Grow, J., et al. (2009). Mindfulness-based relapse prevention for substance use disorders: a pilot efficacy trial. Substance Abuse, 30, 295–305.
Bowen, S., & Enkema, M. C. (2014). Relationship between dispositional mindfulness and substance use: Findings from a clinical sample. Addictive Behaviors, 39, 532–537.
Bowen, S., & Marlatt, A. (2009). Surfing the urge: Brief mindfulness-based intervention for college student smokers. Psychology of Addictive Behaviors, 23, 666–671.
Bowen S., Witkiewitz K., Chawla N. (2012). Mindfulness-based relapse prevention: integrating meditation into the treatment of problematic substance use. Mindfulness and Acceptance for Addictive Behaviors: Applying Contextual CBT to Substance Abuse and Behavioral Addictions (eds Hayes SC, Levin ME), 102–28. Context Press.
Brewer, J. A., Elwafi, H. M., & Davis, J. H. (2012). Craving to quit: psychological models and neurobiological mechanisms of mindfulness training as treatment for addictions. Psycholology of Addictive Behaviors, 7, 366–379.
Brown, D. B., Bravo, A. J., Roos, C. R., & Pearson, M. R. (2015). Five facets of mindfulness and psychological health: Evaluating a psychological model of the mechanisms of mindfulness. Mindfulness, 6(5), 1021–1032. https://doi.org/10.1007/s12671-014-0349-4
Burt, S. A., & Donnellan, M. B. (2009). Development and validation of the subtypes of antisocial behavior questionnaire. Aggressive Behavior, 35, 376–398.
Carballeira, Y., Dumont, P., & Borgacci, S. (2007). Criterion validity of the French version of patient health questionnaire (PHQ) in a hospital department of internal medicine. Psychology and Psychotherapy, 80, 69–77.
Cash, M., & Whittingham, K. (2010). What facets of mindfulness contribute to psychological well-being and depressive, anxious, and stress-related symptomatology? Mindfulness, 1, 177–182.
Chabrol, H., Beck, C., & Laconi, S. (2017). Contribution of health motive to cannabis high-school students. Addictive Behaviors, 64, 54–56.
Chiesa, A., & Serretti, A. (2013). Are mindfulness-based interventions effective for substance use disorders? A systematic review of the evidence. Substance Use & Misuse, 48, 492–512.
Dionne, F., Gagnon, J., Balbinotti, M., Peixoto, E. M., Martel, M. E., Gillanders, D., & Monestès, J. L. (2016). " Buying into thoughts”: Validation of a French translation of the cognitive fusion questionnaire. Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement, 48, 278.
Fernandez, A. C., Wood, M. D., Stein, L. A. R., & Rossi, J. S. (2010). Measuring mindfulness and examining its relationship with alcohol use and negative consequences. Psychology of Addictive Behaviors, 24, 608–616.
Fix, R. L., & Fix, S. T. (2013). The effects of mindfulness-based treatments for aggression: A critical review. Aggression and Violent Behavior, 18, 219–227.
Garland, E. L., Boettiger, C. A., Gaylord, S., Chanon, W. V., & Howard, M. O. (2012). Mindfulness is inversely associated with alcohol attentional bias among recovering alcohol dependent adults. Cognitive Therapy and Research, 36, 441–450.
Gillanders, D. T., Bolderston, H., Bond, F. W., Dempster, M., Flaxman, P. E., Campbell, L., & Masley, S. (2014). The development and initial validation of the cognitive fusion questionnaire. Behavior therapy, 45, 83–101.
Hall, W. (2015). What has research over the past two decades revealed about the adverse health effects of recreational cannabis use? Addiction, 110, 19–35.
Heeren, A., Douilliez, C., Peschard, V., Debrauwere, L., & Philippot, P. (2011). Cross-cultural validity of the five facets mindfulness questionnaire: Adaptation and validation in a French speaking sample. Revue Européenne de Psychologieappliquée, 61, 147–151.
Helmer, S. M., Mikolajczyk, R. T., McAlaney, J., Vriesacker, B., Van Hal, G., Akvardar, Y., & Bewick, B. M. (2014). Illicit substance use among university students from seven European countries: A comparison of personal and perceived peer use and attitudes towards illicit substance use. Preventive Medicine, 67, 204–209.
Johnson, D., Mullen, D., Smith, I. D., & Wilson, A. (2016). Mindfulness in addictions. . BJPsych Advances, 22, 412–419.
Johnston, L. D., O'Malley, P. M., Bachman, J. G., & Schulenberg, J. E. (2011). Monitoring the future national survey results on drug use, 1975–2010. Volume I: secondary school students. Retrieved from Ann Arbor: Institute for Social Research
Kabat-Zinn, J. (1994). Wherever you go, there you are: Mindfulness meditation in everyday life. New York: Hyperion.
Karyadi, K. A., van der Veen, J. D., & Cyders, M. A. (2014). A meta-analysis of the relationship between trait mindfulness and substance use behaviors. Drug and Alcohol Dependence, 143, 1–10.
Kerr, N. (2016). Mindfulness self-care strategies for clinicians# 316. Journal of Palliative Medicine, 19, 1226–1227.
Kroenke, K., Spitzer, R. L., & Williams, J. B. (2001). The PHQ-9: Validity of a brief depression severity measure. Journal General Internal Medicine, 16, 606–613.
Krueger, R. F., Hicks, B. M., Patrick, C. J., Carlson, S. R., Iacono, W. G., & McGue, M. (2009). Etiologic connections among substance dependence, antisocial behavior, and personality: modeling the externalizing spectrum. In G. A. Marlatt & K. Witkiewitz (Eds.), Addictive behaviors: New readings on etiology, prevention, and treatment (pp. 59–88). Washington, DC, US: American Psychological Association.
Kuyken, W., Watkins, E., Holden, E., White, K., Taylor, R. S., Byford, S., et al. (2010). How does mindfulness-based cognitive therapy work? Behavior Research and Therapy, 48, 1105–1112.
Levin, M. E., Dalrymple, K., & Zimmerman, M. (2014). Which facets of mindfulness predict the presence of substance use disorders in an outpatient psychiatric sample? Psychology of Addictive Behaviors, 28, 498–506.
Murphy, C., & MacKillop, J. (2012). Living in the here and now: Interrelationships between impulsivity, mindfulness, and alcohol misuse. Psychopharmacology (Berl), 219, 527–536.
Papies, E. K., Barsalou, L. W., & Custers, R. (2012). Mindful attention prevents mindless impulses. Social Psychological and Personality Science, 3, 291–299.
Pearson, M. R., Lawless, A. K., Brown, D. B., & Bravo, A. J. (2015). Mindfulness and emotional outcomes: Identifying subgroups of college students using latent profile analysis. Personality and Individual Differences, 76, 33–38.
Pepping, C. A., Duvenage, M., Cronin, T. J., & Lyons, A. (2016). Adolescent mindfulness and psychopathology: The role of emotion regulation. Personality and Individual Differences, 99, 302–307.
Philip, A. C. (2010). More than meditation: The role of dispositional mindfulness in alcohol and marijuana-related problems (Unpublished master’s thesis). Auburn, Alabama: Auburn University.
Ramsey, S. R., Thompson, K. L., McKenzie, M., & Rosenbaum, A. (2016). Psychological research in the internet age: The quality of web-based data. Computers in Human Behavior, 58, 354–360.
Rau, H. K., & Williams, P. G. (2016). Dispositional mindfulness: A critical review of construct validation research. Personality and Individual Differences, 93, 32–43. https://doi.org/10.1016/j.paid.2015.09.035
Sahdra, B. K., Ciarrochi, J., Parker, P. D., Basarkod, G., Bradshaw, E. L., & Baer, R. (2017). Are people mindful in different ways? Disentangling the quantity and quality of mindfulness in latent profiles and exploring their links to mental health and life effectiveness. European Journal of Personality, 31, 347–365.
Stasik-O’Brien, S. M., Brock, R. L., Chmielewski, M., Naragon-Gainey, K., Koffel, E., McDade-Montez, E., & Watson, D. (2019). Clinical utility of the inventory of depression and anxiety symptoms (IDAS). Assessment, 26(5), 944–960.
Tomlinson, E. R., Yousaf, O., Vittersø, A. D., & Jones, L. (2017). Dispositional mindfulness and psychological health: a systematic review. Mindfulness, 9(1), 23–43. https://doi.org/10.1007/s12671-017-0762-6
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.
Walter, S. L., Seibert, S. E., Goering, D., & O’Boyle, E. H. (2019). A tale of two sample sources: Do results from online panel data and conventional data converge? Journal of Business and Psychology, 34(4), 425–452.
Zgierska, A., Rabago, D., Zuelsdorff, M., Coe, C., Miller, M., & Fleming, M. (2008). Mindfulnessmeditation for alcohol relapse prevention: a feasibility pilot study. Journal of Addiction Medicine, 2, 165–173.
Funding
The authors received no financial support for the research, authorship, and/or publication of this article.
Author information
Authors and Affiliations
Contributions
JB, HC, and PR participated in the design of the study. JB conducted the statistical analysis and wrote the first draft of the manuscript. JB, HC, and PR contributed to manuscript writing and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The author(s) declare that they have no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Bronchain, J., Raynal, P. & Chabrol, H. Dispositional Mindfulness Profiles and Cannabis Use in Young Adults. J Rat-Emo Cognitive-Behav Ther 39, 509–521 (2021). https://doi.org/10.1007/s10942-020-00382-z
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10942-020-00382-z