Reasons for exclusion from analysis across all follow-up assessments for (1) mindfulness-based relapse prevention (MBRP): withdrew from the study, enrolled as inpatient, incarcerated, refused, and unable to contact; (2) standard relapse prevention (RP): withdrew from the study, enrolled as inpatient, incarcerated, refused, unable to contact, and died; and (3) treatment as usual (TAU): withdrew from the study, incarcerated, and unable to contact.
Bowen S, Witkiewitz K, Clifasefi SL, Grow J, Chawla N, Hsu SH, Carroll HA, Harrop E, Collins SE, Lustyk MK, Larimer ME. Relative Efficacy of Mindfulness-Based Relapse Prevention, Standard Relapse Prevention, and Treatment as Usual for Substance Use DisordersA Randomized Clinical Trial. JAMA Psychiatry. 2014;71(5):547-556. doi:10.1001/jamapsychiatry.2013.4546
Copyright 2014 American Medical Association. All Rights Reserved. Applicable FARS/DFARS Restrictions Apply to Government Use.
Relapse is highly prevalent following substance abuse treatments, highlighting the need for improved aftercare interventions. Mindfulness-based relapse prevention (MBRP), a group-based psychosocial aftercare, integrates evidence-based practices from mindfulness-based interventions and cognitive-behavioral relapse prevention (RP) approaches.
To evaluate the long-term efficacy of MBRP in reducing relapse compared with RP and treatment as usual (TAU [12-step programming and psychoeducation]) during a 12-month follow-up period.
Design, Setting, and Participants
Between October 2009 and July 2012, a total of 286 eligible individuals who successfully completed initial treatment for substance use disorders at a private, nonprofit treatment facility were randomized to MBRP, RP, or TAU aftercare and monitored for 12 months. Participants medically cleared for continuing care were aged 18 to 70 years; 71.5% were male and 42.1% were of ethnic/racial minority.
Participants were randomly assigned to 8 weekly group sessions of MBRP, cognitive-behavioral RP, or TAU.
Main Outcomes and Measures
Primary outcomes included relapse to drug use and heavy drinking as well as frequency of substance use in the past 90 days. Variables were assessed at baseline and at 3-, 6-, and 12-month follow-up points. Measures used included self-report of relapse and urinalysis drug and alcohol screenings.
Compared with TAU, participants assigned to MBRP and RP reported significantly lower risk of relapse to substance use and heavy drinking and, among those who used substances, significantly fewer days of substance use and heavy drinking at the 6-month follow-up. Cognitive-behavioral RP showed an advantage over MBRP in time to first drug use. At the 12-month follow-up, MBRP participants reported significantly fewer days of substance use and significantly decreased heavy drinking compared with RP and TAU.
Conclusions and Relevance
For individuals in aftercare following initial treatment for substance use disorders, RP and MBRP, compared with TAU, produced significantly reduced relapse risk to drug use and heavy drinking. Relapse prevention delayed time to first drug use at 6-month follow-up, with MBRP and RP participants who used alcohol also reporting significantly fewer heavy drinking days compared with TAU participants. At 12-month follow-up, MBRP offered added benefit over RP and TAU in reducing drug use and heavy drinking. Targeted mindfulness practices may support long-term outcomes by strengthening the ability to monitor and skillfully cope with discomfort associated with craving or negative affect, thus supporting long-term outcomes.
clinicaltrials.gov Identifier: NCT01159535
Quiz Ref IDDespite decades of research, the high prevalence of and relapse to substance use disorders (SUDs) continues to challenge the field. Approximately 10.6% of US individuals with SUDs seek treatment,1 and 40% to 60% relapse within 1 year.2 This lack of treatment engagement and chronic relapsing nature3 highlight the need for further attention to and options for treatment of SUDs.
Quiz Ref IDRelapse prevention (RP) therapy,4 a widely studied and implemented approach,5 posits that interactions between individual factors (eg, motivation and coping) and environmental factors (eg, social influences and access to substances) increase relapse risk.6 Relapse prevention offers a framework for identifying situations that precipitate relapse and teaches cognitive and behavioral skills to reduce risk. Reviews and meta-analyses7- 12 show evidence for effectiveness relative to no-treatment control conditions.
Despite supporting evidence, potential shortcomings of RP have been identified, including focus on avoidance-based goals (ie, avoiding high-risk situations)13 vs approach-based goals14 and on controlling causes of negative affect or craving vs learning to tolerate these states.15 The latter point may be particularly disadvantageous because negative affect has been shown3,14 to be a primary predictor of relapse, and exposure to and acceptance of such states may be mechanisms of behavioral change.15- 19 Finally, RP places relatively little emphasis on individual needs, values, and issues that may underlie problematic behavior.14,20 It has thus been proposed that to increase effectiveness, treatment must address avoidance of affective or cognitive discomfort,20 provide skills to tolerate these states, and identify underlying functions of substance use.21
Mindfulness involves attending to experiences on a moment-to-moment basis with intention to cultivate nonjudgmental, nonreactive states of awareness.22 Mindfulness-based treatments teach patients to remain in contact with and relate differently to challenging affective or physical states,23 use alternatives to avoidant-based coping, recognize underlying reasons for maladaptive behaviors, and identify and increase contact with natural contingencies.21
Mindfulness training has been associated with reductions in anxiety,24- 26 disordered eating,27,28 and depressive relapse,29- 31 and a growing body of literature23,32- 36 supports its efficacy for SUD treatment. Complementing previous theory,20 integrating mindfulness practices into treatment may not only provide an alternative to standard RP, it may also enhance its efficacy. Mindfulness-based practices offer incremental training in awareness of environmental cues and internal phenomena, including cognitive and affective states that have previously triggered relapse,37- 39 interrupting the habitual response of substance use.40 These practices may also function as exposure to internal experiences41 that often precipitate relapse, such as negative affect and craving. The resultant habituation may generalize to discomfort associated with a broader class of triggers. In contrast, RP practices often identify specific situations to avoid or present alternative coping strategies. Focus on internal experience vs external cues, however, may increase acceptance and tolerance of substance use cues and associated internal distress, decrease subjective urgency to alleviate discomfort via substance use,32,42,43 and decouple negative affect and substance use.23
Quiz Ref IDMindfulness-based relapse prevention (MBRP)44 integrates evidence-based practices to decrease the probability and severity of relapse for patients in SUD aftercare. The program draws on select components of RP, such as identifying individual risk factors and common antecedents of relapse.4,45 However, based on mindfulness-based stress reduction46 and mindfulness-based cognitive therapy for depression,30 at its foundation are formal practices, such as sitting meditation, which increase awareness of and exposure to emotional and cognitive experience, and briefer informal mindfulness practices to increase awareness and behavioral flexibility in daily life.
Previous research32 has shown that, compared with 12-step and psychoeducation-based treatment as usual (TAU) for SUDs, MBRP is associated with decreased craving and increased acceptance and awareness during a 4-month follow-up period and with decreased substance use during a 2-month follow-up period.
Although supported by similar studies33,47 of mindfulness-based SUD treatment, the present study is, to our knowledge, the first randomized clinical trial to assess the relative efficacy of MBRP, RP, and TAU on 12-month SUD outcomes. Given prior research,32,35,48 we hypothesized that participants in MBRP and RP would show significant improvement on main outcomes compared with those in TAU, and MBRP participants would better maintain treatment gains over time compared with those in TAU or RP.
The study was conducted between October 2009 and July 2012. Participants (N = 286) were recruited from a 2-site private, nonprofit chemical dependency treatment agency offering medically supervised detoxification, inpatient treatment, intensive outpatient treatment, and standard aftercare (Figure). Patients at the agency typically attend approximately 1 year of aftercare after completing 28-day inpatient (60.3%) or 90-day intensive outpatient (39.7%) treatment. Study inclusion criteria were age 18 years or older, English fluency, medical clearance, ability to attend treatment sessions, agreement to random assignment and follow-up assessments, and completion of initial intensive outpatient or inpatient care. Exclusion criteria were current psychotic disorder, dementia, suicidality, imminent danger to others, or participation in previous MBRP trials. Individuals ineligible for (n = 84) or declining (n = 32) participation were excluded from study procedures and analyses (Figure).
Participants were recruited through posted advertisements at the treatment facilities and information/recruitment sessions conducted by research staff. Interested individuals were screened via telephone or in person.
Eligible individuals provided written informed consent, completed baseline assessment, and were randomly assigned to the treatment condition. When the requisite number was enrolled, a new cohort began. Treatment groups typically began within 2 weeks of baseline assessment. The MBRP and RP participants were removed from primary aftercare groups during the study intervention and returned following completion of the 8-week program. The TAU participants remained in standard aftercare alongside individuals not enrolled in the study.
All assessments were conducted in private sessions with research staff. Participants unable to attend onsite posttreatment assessments could complete all assessments online, with the exception of the Timeline Follow-back,49 which was administered via telephone with study staff. At baseline, participants reported for the 30 days before initial treatment admission and, for follow-up assessments, the period between the current and most recent assessment. Participants completed remaining web-based measures with research staff assistance available. All participants, including those in the TAU group, received $40 gift cards for each completed assessment, an additional $40 bonus for completion of all assessments, and $20 to $30 attendance bonuses. The TAU assessment windows were yoked to active treatment assessments. No adverse events were reported during the study. All study procedures were approved by the University of Washington Institutional Review Board.
Select sections of the Structured Clinical Interview for DSM-IV,50 a widely used diagnostic measure with demonstrated reliability and validity, were used to assess the presence of a psychotic disorder. The suicide assessment item from the Hamilton Depression Inventory,51 shown to be reliable and valid,52 was used to assess suicidality.
Age, sex, educational level, race, ethnicity, socioeconomic status, primary substance of abuse, prior treatment episodes,53 and total treatment hours attended during the study were assessed at baseline (Table 1). A total of 71.5% of the participants were male, 42.1% were of ethnic/racial minority, and the age ranged from 18 to 70 years. Abstinence (defined as no drug use and no drinking) at baseline and the end of treatment was assessed using the Addiction Severity Index.54 Substance dependence was measured using the Severity of Dependence Scale55 (SDS), validated across a wide range of substances (present study, α = .85-.91).
Substance use was assessed with the calendar-formatted Timeline Follow-back,49 which has demonstrated good reliability and validity56 (present study, α = .99). Urinalysis drug and alcohol screenings were obtained by the treatment agency from a subset of participants (n = 199) court mandated or otherwise indicated for testing (per agency policy) and showed 74.2% overall agreement with self-report. (The results showed that 20.8% were false-negatives [substance use endorsed and negative urinalysis], and 5.0% were false-positives [substance use denied and positive urinalysis test]. False-negatives may be explained by assessment timing; urinalyses did not necessarily immediately follow substance use occasions and thus may not have detected substances, although use was still reported by participants.)
All conditions were group format and held at the agency sites. Participants who lapsed during the intervention could remain in their groups and received additional support as needed.
The TAU program was abstinence based, primarily process oriented, and based on the Alcoholics/Narcotics Anonymous 12-step program.57,58 Weekly groups (n = 95) included facilitated recovery-oriented discussions in an open-group format (eg, communication and stress management). The TAU groups met 1 to 2 times weekly for 1½ hours.
The MBRP intervention was composed of 8 weekly, 2-hour sessions with 6 to 10 participants (n = 103) and 2 therapists. Each session had a central theme, such as the role of “automatic pilot” in addiction, mindfulness in high-risk situations, and balancing acceptance and action. Specifically, the first 3 weeks established a foundational awareness of physical, emotional, and cognitive phenomena. Additional sessions focused on mindfulness practices in the presence of relapse triggers and recognizing the role of thoughts in the relapse process. Final sessions emphasized balanced lifestyle, self-care and compassion, and social support. All sessions included 20- to 30-minute guided meditations, experiential skills-based practices, and discussion of practical applications.44 Participants received handouts and audio-recorded mindfulness exercises for assigned homework and tracking sheets to monitor daily craving and mood.
The RP intervention45,59 (n = 88) matched MBRP in time, format, size, location, and scope of assigned homework. Primary objectives included assessment of high-risk situations, cognitive and behavioral coping skills, problem solving, goal setting, self-efficacy, and social support. Participants monitored daily craving and mood.
Treatment adherence to RP and MBRP was established via weekly supervision and review of audio-recorded sessions. Competence for MBRP delivery was established by ratings of a randomly selected 50% of sessions from 8 MBRP cohorts, each rated by 2 of 3 independent raters (S.B., J.G., and N.C.). A13-item competence scale, modeled on the Yale Adherence and Competence Scale,60 Mindfulness-Based Cognitive Therapy Adherence Scale,61 and a previously developed MBRP adherence and competence scale,62 contained Likert-scale items (1, very poor, to 7, excellent) reflecting core processes described in the treatment manual.
Raters attended practice and review meetings until acceptable reliability was achieved, with regular recalibration sessions to prevent drift. Using 1-way random-effects models, interrater consistency was adequate for mean ratings of competence (intraclass correlation coefficient, 0.77), with mean (SD) competence rated between adequate and good (4.63 [0.42]).
The TAU therapists were licensed chemical dependency counselors with varying professional degrees and outpatient aftercare experience. The MBRP therapists had doctoral degrees in clinical psychology (n = 4; including S.B., J.G., and N.C.), were in a doctoral training program (n = 1), or had master’s degrees (n = 5). All had an established personal mindfulness practice, including attendance at intensive mindfulness meditation retreats. The RP therapists had doctoral degrees in clinical psychology (n = 6; including K.W. and S.E.C.), were in a doctoral training program (n = 1; including S.H.H.), or had master’s degrees (n = 2). All study therapists had experience in cognitive-behavioral and group-based interventions and participated in a 2-day intensive training followed by ongoing training and weekly supervision with RP or MBRP experts.
Intent-to-treat analyses were conducted using sample size–weighted orthogonal contrasts2 between RP and MBRP vs TAU (contrast 1) and MBRP vs RP (contrast 2). Primary outcomes were time to first lapse to drug use or heavy drinking across the 12-month period following the end of the intervention and days of drug use and heavy drinking in the 90 days before follow-ups occurring 3, 6, and 12 months after the end of the intervention. Heavy drinking was defined as 4 or more drinks per occasion for women and 5 or more for men.63 Covariates for all models included age, baseline severity of dependence, treatment hours, treatment history, and treatment site.
Cox proportional hazards regression modeling was used to assess treatment group differences in lapse to drug use and heavy drinking after controlling for covariates. Generalized linear models, specifically, negative binomial hurdle regression models, were used to examine associations between treatment group and drug use and heavy drinking days in the 90-day period before the 3-, 6-, and 12-month follow-up dates. The negative binomial hurdle model is useful when the outcome is a count (ie, days of use) and there is an inflation of zero values,64 and simultaneously estimates the count outcome as a logistic (eg, drug use vs no drug use, with the logistic portion predicting no drug use) and as a truncated count regression (eg, days of use). Parameters were estimated using maximum likelihood estimation, which provides the estimated variance-covariance matrix for the available data. Maximum likelihood is a preferred method for estimation when some data are missing, assuming that data are missing at random.65
Participant characteristics are presented in Table 1. No significant treatment group differences were found on baseline demographic measures or abstinence status (defined as any drug or alcohol use) at baseline. There were, however, significant baseline differences on the SDS, with TAU participants reporting lower severity than RP or MBRP participants. We thus included baseline SDS scores as a covariate in all models. Regarding skills use, the majority of MBRP participants (88.3%) and all RP participants (100%) reported using skills taught in sessions at least once a week after completion of the course, and 67.6% of MBRP and 100% of RP participants gave similar reports at the 12-month follow-up.
Follow-up completion rates were not significantly different across treatment groups. Attrition analyses revealed that participants with missing data at the 12-month follow-up were significantly older (P < .02). Missing data at 3, 6, or 12 months were not significantly associated with other demographic measures or studied variables (eg, substance use) (all P > .06). Given these findings, we included age as a covariate predictor in all analyses. A previous study23 found that treatment hours were significantly related to outcomes following MBRP. We thus included treatment hours and treatment history as covariates. Follow-up completion rates and drug use and heavy drinking at the 3-, 6-, and 12-month follow-ups are provided in Table 2.
Cox proportional hazards regression models were used to estimate hazard ratios for relapse to substance use and heavy drinking during the 12-month follow-up, with treatment group, age, treatment site, treatment history, treatment hours, and baseline SDS as covariates.
As evidenced by hazard ratios3 (ie, risk of lapse given the treatment condition and other covariates) (Table 3), nearly all covariates were significant predictors of each of the outcomes. Compared with TAU, the MBRP and RP groups showed a 54% decreased risk of relapse to drug use and a 59% decreased risk of relapse to heavy drinking. Compared with RP, the MBRP group showed a 21% increase in relapse risk to first drug use; the RP and MBRP groups did not differ significantly on time to the first heavy drinking day.
Results from the generalized linear models are provided in Table 4, and the main outcomes by treatment group are summarized here. There were no significant treatment group differences on drug use days, any drug use, heavy drinking days, or any heavy drinking at the 3-month follow-up.
For the censored count regression portion of the negative binomial hurdle model, there was a significant main effect of treatment contrast 1 on number of heavy drinking days. Among participants who drank heavily, RP and MBRP participants reported 31% fewer days of heavy drinking compared with those assigned to TAU. For the logistic portion of the model, RP and MBRP participants, as compared with TAU participants, had a significantly higher probability of abstinence from drug use and significantly higher probability of not engaging in heavy drinking. There were no significant differences between RP and MBRP at the 6-month follow-up.
At the 12-month follow-up, there was a significant main effect of treatment contrast 2 on number of drug use days (among those who used drugs) and probability of any heavy drinking. Among participants who reported substance use, the MBRP participants, compared with the RP participants, reported 31% fewer drug use days and a significantly higher probability of not engaging in any heavy drinking.
To our knowledge, the present study was the first to assess the relative efficacy of MBRP, RP, and 12-step–oriented TAU programs on participants in an SUD aftercare program during a 1-year follow-up period. Across all 3 groups, the rates of substance use and heavy drinking were much lower compared with those of other SUD treatment studies.66- 68 This finding is consistent with previous research32 conducted in the same treatment agency, which found substance use rates below 30% at the 4-month follow-up. This may be the result of both continued participation in ongoing aftercare and urinalysis testing.
Quiz Ref IDBetween-group differences were not found at the 3-month follow-up. At the 6-month follow-up, however, both RP and MBRP participants had a significantly reduced risk of relapse to drug use and heavy drinking compared with TAU participants, with RP showing an advantage over MBRP in time to first drug use. Among participants reporting alcohol use, MBRP and RP participants reported significantly fewer days of heavy drinking compared with TAU participants. At the 12-month follow-up, MBRP participants reported significantly fewer drug use days and higher probability of not engaging in heavy drinking compared with RP participants. These findings suggest that the treatments may be equally effective at 3 months’ follow-up; both MBRP and RP, compared with TAU, blunt the probability and severity of relapses at the 6-month follow-up, with RP delaying time to first drug use; and MBRP may have a more enduring effect thereafter.
Quiz Ref IDSuch longer-term MBRP effects may be explained by the participants’ improved ability to recognize and tolerate discomfort associated with craving or negative affect.23,69- 73 Although focus on modifying responses to distressing symptoms through acceptance-based practices has been studied in other populations,74,75 it has been understudied in SUDs. The MBRP intervention integrates empirically tested cognitive behavioral and mindfulness-based approaches to increase awareness of individual internal and environmental events that precipitate relapse and alter responses to craving and negative affect via exposure-based processes facilitated through mindfulness practice. Continued practice over time can strengthen the ability to monitor and address factors contributing to an individual’s well-being, thus supporting long-term outcomes. Previous studies have assessed mindfulness-based SUD treatment; however, only one smoking cessation trial48 has compared mindfulness training with an empirically supported control condition. To our knowledge, the present study is the first to assess 12-month longitudinal outcomes of mindfulness meditation–based treatment vs an active evidence-based treatment for SUDs.
The following limitations are noteworthy. There were several differences between TAU and the active treatment groups, including therapist training and assignment of homework. However, RP and MBRP interventions were matched on time, structure, and therapist training, differing only in the intervention delivered, thus offering a rigorous test of MBRP. Another limitation is the self-report measures of main treatment outcomes and the limited urinalysis data, although research has shown76,77 that self-reported substance use and urinalysis documentation are often not significantly different.
The present randomized trial offers evidence that RP and MBRP are beneficial aftercare interventions compared with typical 12-step aftercare treatment. In addition, MBRP resulted in significantly less drug use and a lower probability of any heavy drinking than RP at a 12-month follow-up. These findings suggest that MBRP may support longer term sustainability of treatment gains for individuals with substance-use disorders.
Submitted for Publication: May 14, 2013; final revision received October 13, 2013; accepted November 14, 2013.
Corresponding Author: Sarah Bowen, PhD, Center for the Study of Health and Risk Behaviors, University of Washington, 1100 NE 45th St, Ste 300, Seattle, WA 98105 (firstname.lastname@example.org).
Published Online: March 19, 2014. doi:10.1001/jamapsychiatry.2013.4546.
Author Contributions: Drs Bowen and Witkiewitz had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
Study concept and design: Bowen, Witkiewitz, Clifasefi, Grow, Chawla, Collins, Larimer.
Acquisition, analysis, or interpretation of data: All authors.
Drafting of the manuscript: Bowen, Witkiewitz, Clifasefi, Grow, Chawla, Hsu, Carroll, Harrop, Collins, Lustyk.
Critical revision of the manuscript for important intellectual content: Bowen, Witkiewitz, Clifasefi, Grow, Hsu, Carroll, Collins, Lustyk, Larimer.
Statistical analysis: Bowen, Witkiewitz, Collins.
Obtained funding: Bowen, Witkiewitz, Clifasefi, Grow, Collins, Lustyk, Larimer.
Administrative, technical, or material support: Witkiewitz, Clifasefi, Grow, Carroll, Harrop, Lustyk.
Study supervision: Bowen, Clifasefi, Chawla, Collins, Larimer.
Conflict of Interest Disclosures: Drs Bowen, Grow, and Chawla 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 disclosures were reported.
Funding/Support: The National Institutes of Health/National Institute on Drug Abuse (NIH/NIDA) sponsored this research, which provided participant incentives, partial support for researchers (Drs Bowen, Witkiewitz, Clifasefi, Grow, Chawla, Collins, and Larimer), and all of the costs associated with conducting the study. National Institutes of Health supplemental grants (UL1RR025014 and 1K18DA031464-01) provided partial support for Dr Lustyk. Ms Carroll was partially supported by NIH supplemental grant UL1RR025014 awarded to Dr Lustyk. Ms Hsu was supported by NIH/National Institute of Alcohol Abuse and Alcoholism F31 fellowship AA 019608-03. Some salary support was provided through NIDA grant 5R01DA025764-02 for Ms Harrop through a consortium agreement to Recovery Centers of King County (RCKC). Recovery Centers of King County has also sponsored project research efforts among their administrators and staff in line with the consortium agreement. Additionally, RCKC provided space for participant groups and baseline and follow-up interviews.
Role of the Sponsor: The NIH/NIDA had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Additional Contributions: We dedicate this article to G. Alan Marlatt, PhD, whose innovative approaches and dedication to the field of addictive behaviors transformed many aspects of the study of addictive behaviors. Dr Marlatt died March 14, 2011. The following individuals located and interviewed study participants, entered data, and assisted with other necessary office tasks: Michelle Chan, BS, Matt Enkema, BA, and Sara Hoang, BS (University of Washington); Beth Dana, MS (Antioch University); David Dunkley, BFA (Cornish College of the Arts); Sarah Sanderson, BA (University of Washington–Tacoma); and Elizabeth Shilling, BA (Seattle Pacific University). These individuals received no additional financial compensation for their services. We acknowledge the RCKC for their collaboration. We also acknowledge all of our study therapists.