Abstract
Objectives
Mindfulness-based relapse prevention (MBRP) for substance use disorders (SUDs) appears to be particularly effective among individuals with high levels of co-occurring affective symptoms. We sought to understand whether changes in approach and avoidance coping may explain the effects of MBRP among this subpopulation.
Methods
The sample included 286 individuals with SUDs randomized to MBRP, relapse prevention (RP), or treatment as usual (TAU) as an aftercare treatment. We conducted conditional indirect effect models with treatment condition as the predictor, baseline affective symptoms as the moderator, changes in approach and avoidance coping over time from baseline through 6 months post-treatment as mediators, and substance use and substance-related problems at 12 months post-treatment as the outcome. Affective symptomatology at baseline was modeled as a latent factor indicated by depression, anxiety, and PTSD symptoms. Change in approach and avoidance coping were modeled using latent growth curve analyses.
Results
We found significant conditional indirect effects of MBRP, such that the interaction of MBRP vs. TAU by affective symptoms predicted increases in approach coping, which in turn predicted fewer heavy drinking days and substance-related problems at month 12. Follow-up analyses showed that increases in approach coping mediated the therapeutic effect of MBRP on these outcomes among those with high, but not low or moderate, affective symptoms. We did not find indirect or conditional indirect effects when comparing RP with TAU, or when avoidance coping was the mediator.
Conclusions
The pronounced therapeutic effects of MBRP among individuals with SUD and relatively higher negative affective symptoms may be due to increases in approach coping over time.
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References
Acosta, M. C., Possemato, K., Maisto, S. A., Marsch, L. A., Barrie, K., Lantinga, L., Fong, C., Xie, H., Grabinski, M., & Rosenblum, A. (2017). Web-delivered CBT reduces heavy drinking in OEF-OIF veterans in primary care with symptomatic substance use and PTSD. Behavior Therapy, 48(2), 262–276.
Beck, A. T., & Steer, R. A. (1993). Beck anxiety inventory: BAI. Psychological Corporation.
Beck, A. T., Epstein, N., Brown, G., & Steer, R. A. (1988). An inventory for measuring clinical anxiety: psychometric properties. Journal of Consulting and Clinical Psychology, 56(6), 893–897.
Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Beck depression inventory-II. San Antonio, 78(2), 490–498.
Blanchard, K. A., Morgenstern, J., Morgan, T. J., Lobouvie, E. W., & Bux, D. A. (2003). Assessing consequences of substance use: psychometric properties of the inventory of drug use consequences. Psychology of Addictive Behaviors, 17(4), 328–331.
Bowen, S., Chawla, N., Collins, S. E., Witkiewitz, K., Hsu, S., Grow, J., Clifasefi, S., Garner, M., Douglass, A., Larimer, M. E., & Marlatt, A. (2009). Mindfulness-based relapse prevention for substance use disorders: a pilot efficacy trial. Substance Abuse, 30(4), 295–305.
Bowen, S., Chawla, N., & Marlatt, G. A. (2011). Mindfulness-based relapse prevention for addictive behaviors: a clinician’s guide. Guilford Press.
Bowen, S., Witkiewitz, K., Clifasefi, S. L., Grow, J., Chawla, N., Hsu, S. H., Carroll, H. A., Harrop, E., Collins, S. E., Lustyk, M. K., & Larimer, M. E. (2014). Relative efficacy of mindfulness-based relapse prevention, standard relapse prevention, and treatment as usual for substance use disorders: a randomized clinical trial. JAMA Psychiatry, 71(5), 547–556.
Brown, K. W., & Ryan, R. M. (2003). The benefits of being present: mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84(4), 822–848.
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.
Carver, C. S., & Connor-Smith, J. (2010). Personality and coping. Annual Review of Psychology, 61, 679–704.
Chung, T., Langenbucher, J., Labouvie, E., Pandina, R. J., & Moos, R. H. (2001). Changes in alcoholic patients' coping responses predict 12-month treatment outcomes. Journal of Consulting and Clinical Psychology, 69(1), 92–100.
Cousin, G., & Crane, C. (2016). Changes in disengagement coping mediate changes in affect following mindfulness-based cognitive therapy in a non-clinical sample. British Journal of Psychology, 107(3), 434–447.
Creswell, J. D., & Lindsay, E. K. (2014). How does mindfulness training affect health? A mindfulness stress buffering account. Current Directions in Psychological Science, 23(6), 401–407.
de Vibe, M., Solhaug, I., Rosenvinge, J. H., Tyssen, R., Hanley, A., & Garland, E. (2018). Six-year positive effects of a mindfulness-based intervention on mindfulness, coping and well-being in medical and psychology students; results from a randomized controlled trial. PLoS One, 13(4), e0196053.
Donald, J. N., & Atkins, P. W. (2016). Mindfulness and coping with stress: do levels of perceived stress matter? Mindfulness, 7(6), 1423–1436.
Falk, C. F., & Biesanz, J. C. (2016). Two cross-platform programs for inferences and interval estimation about indirect effects in mediational models. SAGE Open, 6(1), 2158244015625445.
Finney, J. W., Noyes, C. A., Coutts, A. I., & Moos, R. H. (1998). Evaluating substance abuse treatment process models: I. changes on proximal outcome variables during 12-step and cognitive-behavioral treatment. Journal of Studies on Alcohol, 59(4), 371–380.
Garland, E., Gaylord, S., & Park, J. (2009). The role of mindfulness in positive reappraisal. Explore, 5(1), 37–44.
Garland, E. L., Gaylord, S. A., & Fredrickson, B. L. (2011). Positive reappraisal mediates the stress-reductive effects of mindfulness: an upward spiral process. Mindfulness, 2(1), 59–67.
Garland, E. L., Manusov, E. G., Froeliger, B., Kelly, A., Williams, J. M., & Howard, M. O. (2014). Mindfulness-oriented recovery enhancement for chronic pain and prescription opioid misuse: results from an early-stage randomized controlled trial. Journal of Consulting and Clinical Psychology, 82(3), 448–459.
Garland, E. L., Farb, N. A., Goldin, P. R., & Fredrickson, B. L. (2015a). Mindfulness broadens awareness and builds eudaimonic meaning: a process model of mindful positive emotion regulation. Psychological Inquiry, 26(4), 293–314.
Garland, E. L., Geschwind, N., Peeters, F., & Wichers, M. (2015b). Mindfulness training promotes upward spirals of positive affect and cognition: multilevel and autoregressive latent trajectory modeling analyses. Frontiers in Psychology, 6, 1–15.
Garland, E. L., Hanley, A. W., Baker, A. K., & Howard, M. O. (2017a). Biobehavioral mechanisms of mindfulness as a treatment for chronic stress: an RDoC perspective. Chronic Stress, 1, 1–14.
Garland, E. L., Hanley, A. W., Goldin, P. R., & Gross, J. J. (2017b). Testing the mindfulness-to-meaning theory: evidence for mindful positive emotion regulation from a reanalysis of longitudinal data. PLoS One, 12(12), e0187727.
Garland, E. L., Thielking, P., Thomas, E. A., Coombs, M., White, S., Lombardi, J., & Beck, A. (2017c). Linking dispositional mindfulness and positive psychological processes in cancer survivorship: a multivariate path analytic test of the mindfulness-to-meaning theory. Psycho-oncology, 26(5), 686–692.
Glasner-Edwards, S., Mooney, L. J., Ang, A., Garneau, H. C., Hartwell, E., Brecht, M. L., & Rawson, R. A. (2017). Mindfulness-based relapse prevention for stimulant dependent adults: a pilot randomized clinical trial. Mindfulness, 8(1), 126–135.
Goldberg, S. B., Tucker, R. P., Greene, P. A., Davidson, R. J., Wampold, B. E., Kearney, D. J., & Simpson, T. L. (2018). Mindfulness-based interventions for psychiatric disorders: a systematic review and meta-analysis. Clinical Psychology Review, 59, 52–60.
Gossop, M., Darke, S., Griffiths, P., Hando, J., Powis, B., Hall, W., & Strang, J. (1995). The severity of dependence scale (SDS): psychometric properties of the SDS in English and Australian samples of heroin, cocaine and amphetamine users. Addiction, 90(5), 607–614.
Grant, S., Colaiaco, B., Motala, A., Shanman, R., Booth, M., Sorbero, M., & Hempel, S. (2017). Mindfulness-based relapse prevention for substance use disorders: a systematic review and meta-analysis. Journal of Addiction Medicine, 11(5), 386–396.
Greenfield, B. L., Roos, C., Hagler, K. J., Stein, E., Bowen, S., & Witkiewitz, K. A. (2018). Race/ethnicity and racial group composition moderate the effectiveness of mindfulness-based relapse prevention for substance use disorder. Addictive Behaviors, 81, 96–103.
Halland, E., de Vibe, M., Solhaug, I., Friborg, O., Rosenvinge, J. H., Tyssen, R., Sørlie, T., & Bjørndal, A. (2015). Mindfulness training improves problem-focused coping in psychology and medical students: results from a randomized controlled trial. College Student Journal, 49(3), 387–398.
Hallgren, K. A., & Witkiewitz, K. (2013). Missing data in alcohol clinical trials: a comparison of methods. Alcoholism: Clinical and Experimental Research, 37(12), 2152–2160.
Hanley, A., Garland, E. L., & Black, D. S. (2014). Use of mindful reappraisal coping among meditation practitioners. Journal of Clinical Psychology, 70(3), 294–301.
Hanley, A. W., Garland, E. L., & Tedeschi, R. G. (2017). Relating dispositional mindfulness, contemplative practice, and positive reappraisal with posttraumatic cognitive coping, stress, and growth. Psychological Trauma: Theory, Research, Practice, and Policy, 9(5), 526–536.
Hayes, A. F., & Rockwood, N. J. (2017). Regression-based statistical mediation and moderation analysis in clinical research: observations, recommendations, and implementation. Behaviour Research and Therapy, 98, 39–57.
Henderson, V. P., Clemow, L., Massion, A. O., Hurley, T. G., Druker, S., & Hébert, J. R. (2012). The effects of mindfulness-based stress reduction on psychosocial outcomes and quality of life in early-stage breast cancer patients: a randomized trial. Breast Cancer Research and Treatment, 131(1), 99–109.
Hu, L. t., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55.
Kazdin, A. E. (2007). Mediators and mechanisms of change in psychotherapy research. Annual Review of Clinical Psycholology, 3, 1–27.
Kiluk, B. D., Nich, C., Babuscio, T., & Carroll, K. M. (2010). Quality versus quantity: acquisition of coping skills following computerized cognitive–behavioral therapy for substance use disorders. Addiction, 105(12), 2120–2127.
Kuyken, W., Warren, F. C., Taylor, R. S., Whalley, B., Crane, C., Bondolfi, G., Hayes, R., Huijbers, M., Ma, H., Schweizer, S., Segal, Z., Speckens, A., Teasdale, J. D., Van Heeringen, K., Williams, M., Byford, S., Byng, R., & Dalgleish, T. (2016). Efficacy of mindfulness-based cognitive therapy in prevention of depressive relapse: an individual patient data meta-analysis from randomized trials. JAMA Psychiatry, 73(6), 565–574.
Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping: Springer publishing company.
Lévesque, A., Campbell, A. N., Pavlicova, M., Hu, M.-C., Walker, R., McClure, E. A., Ghitza, U. E., Bailey, G., Stitzer, M., & Nunes, E. V. (2017). Coping strategies as a mediator of internet-delivered psychosocial treatment: secondary analysis from a NIDA CTN multisite effectiveness trial. Addictive Behaviors, 65, 74–80.
Lindsay, E. K., & Creswell, J. D. (2017). Mechanisms of mindfulness training: monitor and acceptance theory (MAT). Clinical Psychology Review, 51, 48–59.
Longabaugh, R., & Magill, M. (2011). Recent advances in behavioral addiction treatments: Focusing on mechanisms of change. Current Psychiatry Reports, 13(5), 382–389.
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7(1), 83–104.
Marlatt, G. A., & Donovan, D. M. (2005). Relapse prevention: maintenance strategies in the treatment of addictive behaviors. Guilford press.
Moggi, F., Ouimette, P. C., Moos, R. H., & Finney, J. W. (1999). Dual diagnosis patients in substance abuse treatment: relationship of general coping and substance-specific coping to 1-year outcomes. Addiction, 94(12), 1805–1816.
Monti, P. M. (2002). Treating alcohol dependence: a coping skills training guide. Guilford press.
Moos, R. H. (1988). Life stressors and coping resources influence health and well-being. Psychological Assessment, 4, 133–158.
Moos, R. H., & Holahan, C. J. (2003). Dispositional and contextual perspectives on coping: toward an integrative framework. Journal of Clinical Psychology, 59(12), 1387–1403.
Moos, R. H., Brennan, P. L., Fondacaro, M. R., & Moos, B. S. (1990). Approach and avoidance coping responses among older problem and nonproblem drinkers. Psychology and Aging, 5(1), 31–40.
Muthén, L., & Muthén, B. (2018). Mplus user’s guide. Version 8; 2017.
Ouimette, P. C., Finney, J. W., Gima, K., & Moos, R. H. (1999). A comparative evaluation of substance abuse treatment III. Examining mechanisms underlying patient-treatment matching hypotheses for 12-step and cognitive-behavioral treatments for substance abuse. Alcoholism: Clinical and Experimental Research, 23(3), 545–551.
Piet, J., & Hougaard, E. (2011). The effect of mindfulness-based cognitive therapy for prevention of relapse in recurrent major depressive disorder: a systematic review and meta-analysis. Clinical Psychology Review, 31(6), 1032–1040.
Preacher, K. J., & Kelley, K. (2011). Effect size measures for mediation models: quantitative strategies for communicating indirect effects. Psychological Methods, 16(2), 93–115.
Rayan, A., & Ahmad, M. (2016). Effectiveness of mindfulness-based interventions on quality of life and positive reappraisal coping among parents of children with autism spectrum disorder. Research in Developmental Disabilities, 55, 185–196.
Roos, C. R., & Witkiewitz, K. (2017). A contextual model of self-regulation change mechanisms among individuals with addictive disorders. Clinical Psychology Review, 57, 117–128.
Roos, C. R., Bowen, S., & Witkiewitz, K. (2017a). Baseline patterns of substance use disorder severity and depression and anxiety symptoms moderate the efficacy of mindfulness-based relapse prevention. Journal of Consulting and Clinical Psychology, 85(11), 1041–1051.
Roos, C. R., Maisto, S. A., & Witkiewitz, K. (2017b). Coping mediates the effects of cognitive–behavioral therapy for alcohol use disorder among out-patient clients in project MATCH when dependence severity is high. Addiction, 112(9), 1547–1557.
Roos, C. R., Stein, E., Bowen, S., & Witkiewitz, K. (2019). Individual gender and group gender composition as predictors of differential benefit from mindfulness-based relapse prevention for substance use disorders. Mindfulness, 10(8), 1560–1567.
Shapiro, S. L., Carlson, L. E., Astin, J. A., & Freedman, B. (2006). Mechanisms of mindfulness. Journal of Clinical Psychology, 62(3), 373–386.
Sobell, L. C., & Sobell, M. B. (1992). Timeline follow-back. In R. Z. Litten & J. P. Allen (Eds.), Measuring alcohol consumption. Totowa, NJ: Humana Press.
Weathers, F. W., Litz, B. T., Herman, D., Huska, J., & Keane, T. (1994). The PTSD checklist-civilian version (PCL-C) (p. 10). Boston: National Center for PTSD.
Weinstein, N., Brown, K. W., & Ryan, R. M. (2009). A multi-method examination of the effects of mindfulness on stress attribution, coping, and emotional well-being. Journal of Research in Personality, 43(3), 374–385.
White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica, 48(4), 817–838.
Wilson, A. D., Roos, C. R., Robinson, C. S., Stein, E. R., Manuel, J. A., Enkema, M. C., Bowen, S., & Witkiewitz, K. (2017). Mindfulness-based interventions for addictive behaviors: Implementation issues on the road ahead. Psychology of Addictive Behaviors, 31(8), 888–896.
Witkiewitz, K., & Bowen, S. (2010). Depression, craving, and substance use following a randomized trial of mindfulness-based relapse prevention. Journal of Consulting and Clinical Psychology, 78(3), 362–374.
Witkiewitz, K., Bowen, S., Harrop, E. N., Douglas, H., Enkema, M., & Sedgwick, C. (2014). Mindfulness-based treatment to prevent addictive behavior relapse: theoretical models and hypothesized mechanisms of change. Substance Use & Misuse, 49(5), 513–524.
Witkiewitz, K., Roos, C. R., Tofighi, D., & Van Horn, M. L. (2018). Broad coping repertoire mediates the effect of the combined behavioral intervention on alcohol outcomes in the COMBINE study: an application of latent class mediation. Journal of Studies on Alcohol and Drugs, 79(2), 199–207.
Wu, I. H., & Buchanan, N. T. (2019). Pathways to vitality: the role of mindfulness and coping. Mindfulness, 10(3), 481–491.
Acknowledgments
During the preparation of this manuscript, Dr. Roos was supported by a training grant through the National Institute on Drug Abuse (grant number T32DA007238-29).
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All authors contributed to the study conceptualization and design. CRR conducted the data analyses and wrote the initial drafts of the results and discussion sections. KW and SB contributed the oversight of the data analyses and study execution, and the writing and editing of the final manuscript.
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This paper is a secondary analysis of data from a clinical trial. The original clinical trial was approved by the University of Washington Institutional Review Board. All procedures were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. All participants enrolled in the study gave their informed consent prior to their inclusion in the study.
Conflict of Interest
Drs Bowen and Witkiewitz conduct MBRP trainings for which they receive monetary incentives, although the findings presented in this article have not yet been presented as part of these trainings. No other authors have conflicts, and there has been no significant financial support for this work that could have influenced its outcome.
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Roos, C., Bowen, S. & Witkiewitz, K. Approach Coping and Substance Use Outcomes Following Mindfulness-Based Relapse Prevention Among Individuals with Negative Affect Symptomatology. Mindfulness 11, 2397–2410 (2020). https://doi.org/10.1007/s12671-020-01456-w
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DOI: https://doi.org/10.1007/s12671-020-01456-w