Cited by 14Opioid Use Disorder TreatmentMindfulness and Compassion InterventionsSubstance Abuse Treatment and Outcomes

Feasibility and acceptability of mindful recovery opioid use care continuum (M-ROCC): A concurrent mixed methods study

Open access
Fatkin, Thomas, Moore, Sarah K., Okst, Kayley, Creedon, Timothy B, Samawi, Farah, Fredericksen, Alaine Kiera, Roll, David, Oxnard, Alexandra +2 more·2021·Journal of Substance Abuse Treatment

Abstract

As opioid overdose deaths increase, buprenorphine/naloxone (B/N) treatment is expanding, yet almost half of patients are not retained in B/N treatment. Mindfulness-based interventions (MBIs) designed to promote non-judgmental awareness of present moment experience may be complementary to B/N treatment and offer the potential to enhance retention by reducing substance use and addressing comorbid symptoms. In this pilot study, we examined the feasibility and acceptability of the Mindful Recovery OUD Care Continuum (M-ROCC), a trauma-informed, motivationally sensitive, 24-week MBI. Participants (N = 18) were adults with Opioid Use Disorder prescribed B/N. The study team conducted assessments of satisfaction, mindfulness levels, and home practice, as well as qualitative interviews at 4 and 24-weeks. M-ROCC was feasible in a sample with high rates of childhood trauma and comorbid psychiatric diagnoses with 89% of participants retained at 4-weeks and 72% at 24-weeks. Positive qualitative interview responses and a high rate of participants willing to refer a friend (100%) demonstrates program acceptability. Participant mindfulness increased from baseline to 24-weeks (β = 0.24, p = 0.001, d = 0.51), and increases were correlated with informal mindfulness practice frequency (r = 0.7, p < 0.01). Although limited by small sample size, this pilot study highlights the feasibility and acceptability of integrating MBIs into standard primary care Office-Based Opioid Treatment (OBOT) among a population with substantial trauma history.

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Crossref · 10.1016/j.jsat.2021.108415

Cites

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Claims the paper makes

0 of 61 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Participant mindfulness increased from baseline to 24 weeks (β = 0.24, p = 0.001, d = 0.51).

    “Participant mindfulness increased from baseline to 24-weeks (β = 0.24, p = 0.001, d = 0.51)”
    Quote in the paperSubstantial claim
  • Findingown data

    Benefits also applied to participants who prior to the program did not believe in the potential effectiveness of mindfulness.

    “Benefits also applied to those who, prior to the program, did not believe in the potential effectiveness of mindfulness.”
    Quote in the paperNot a substantial claim
  • Findingown data

    Many participants (11 of 13) remained in the 4-week, 1-hour LDM groups for at least two cycles before moving to the intensive MTPC-OUD group.

    “Many participants (n = 11 of 13) remained in the 4-week, 1-hour LDM groups for at least two cycles of the curriculum before moving on to the intensive MTPC-OUD group”
    Quote in the paperNot a substantial claim
  • Findingown data

    Open-ended response data suggested a pervasive theme that home practice was the hardest part of the program for participants (n = 11).

    “The open-ended response data suggested a pervasive theme that home practice was the hardest part of the program for participants (n = 11).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Participants used mindfulness to address comorbid anxiety.

    “One specific example of the use of mindfulness as a way to address the comorbid problem of anxiety among many patients with OUD surfaced during a 24-week interview”
    Quote in the paperNot a substantial claim
  • May combine two claims. 46
  • Classified as probably not a substantial claim. 30
  • The quote only partly states this claim. 2
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    Findingown data

    For depression, many participants either did not know how to apply mindfulness or were unsure if it was effective.

    “A notable exception was for those experiencing depression, in which case the message seemed to be that many either did not know how to apply mindfulness to address depression or if they did apply it, they were unsure if it was effective.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants perceived benefits including increased calm and well-being, control over sad or negative emotions, impulse control, self-esteem, open-mindedness, and patience.

    “The extent to which participants perceived M-ROCC as likely to achieve its purpose was exemplified by comments about perceived benefits including: increased feelings of calm and well-being, control over sad or negative emotions, impulse control, self-esteem, open-mindedness and patience.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Some participants were hesitant to transition to the 2-hour MTPC-OUD groups due to schedule conflicts, inability to stay focused, and potential loss of interest.

    “some were hesitant to transition to the 2-hour MTPC-OUD groups, citing schedule conflicts, ‘I work and go to school…just not sure if I could really fit that into my schedule right now’(08wk4), inability to stay focused, and potential loss of interest (09wk4) as reasons for not pursuing the more intensive group.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Outliers suggested some participants may have been more motivated at the beginning or suggested the need for AA, NA or a sponsor.

    “outliers suggested some may have been more motivated at the beginning, or suggested the need for AA, NA or a sponsor”
    Quote in the paperNot a substantial claim
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    Findingown data

    One participant experienced two serious adverse events (serial overdoses involving benzodiazepines and clonazepam) in the context of urine toxicology screen tampering, but neither overdose was related to the study or intervention.

    “One participant experienced two serious adverse events, which were serial overdoses involving benzodiazepines and clonazepam in the context of urine toxicology screen tampering, but neither overdose was related to the study or the intervention.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Over eight months of recruitment, providers referred 68 participants, and 25 provided informed consent.

    “Over the course of eight months of recruitment, providers referred 68 participants, of whom 25 provided informed consent.”
    Quote in the paperSubstantial claim
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    Findingown data

    Qualitative interviews were conducted at 4 weeks (n = 9) and 24 weeks (n = 7) with twelve unique participants (66% of the initial sample; 12/13 who completed the 24-week battery also completed a qualitative interview).

    “The study team conducted qualitative interviews at 4-weeks (n = 9) and 24-weeks (n = 7) with twelve unique participants (66% of initial sample: 12/13 who completed the 24-week battery also completed a qualitative interview).”
    Quote in the paperNot a substantial claim
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    Findingown data

    Among those who began the intervention, 77.8% (n = 14) had more than two comorbid DSM-V diagnoses in addition to OUD, and 55.6% (n = 10) had an ACE score greater than 4.

    “Of those who began the intervention, 77.8% (n = 14) had more than 2 comorbid DSM-V diagnoses in addition to OUD, and 55.6% (n = 10) had an ACE score greater than 4.”
    Quote in the paperNot a substantial claim
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    Findingown data

    The research team withdrew this participant due to ongoing urine tampering, need for a more intensive treatment program, and concern for safety.

    “The research team withdrew this participant from the study due to their ongoing urine tampering, need for a more intensive treatment program, and concern for the patient’s safety.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In a sample with high childhood trauma and comorbid psychiatric diagnoses, M-ROCC was feasible, with 89% retained at 4 weeks and 72% at 24 weeks.

    “M-ROCC was feasible in a sample with high rates of childhood trauma and comorbid psychiatric diagnoses with 89% of participants retained at 4-weeks and 72% at 24-weeks.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Participants who began the intervention averaged 47.4 years of age (SD = 12.8), and 94.4% (n = 17) were white.

    “Participants who began the intervention were 47.4 years of age (SD = 12.8) on average and 94.4% (n = 17) were white.”
    Quote in the paperNot a substantial claim
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    Findingown data

    Overall ratings of the facilitator(s) (M = 4.8) and of the group (M = 4.8) were both high.

    “Overall ratings of the facilitator(s) (M = 4.8) and of the group (M = 4.8) were both also high.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A few participants spoke positively of rolling admissions in the LDM.

    “A few participants spoke particularly positively of rolling admissions in the LDM”
    Quote in the paperNot a substantial claim
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    Findingreasoning

    A total of 16 interviews were conducted.

    “Thus, there were a total of 16 interviews conducted.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Changes in the FFMQ Observe subscale correlated most strongly with daily informal practice time.

    “The changes in Observe (r = 0.67, p = 0.017) and Act with Awareness (r = 0.56, p = 0.045) FFMQ subscales correlated most strongly with daily informal practice time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Themes characterizing home practice included the optimal amount of time to practice, the optimal time of day to practice, and the most helpful practices.

    “Themes characterizing home practice surfaced regarding the optimal amount of time to practice (see ‘the sweet spot’ referenced above), the optimal time of day to practice, and the most helpful practices.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants derived energy, support, focus, and/or motivation from peers within the group setting.

    “Individual M-ROCC participants derived energy, support, focus, and/or motivation from peers within the group setting, and explicitly recognized these benefits.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The most helpful practices identified were the body scan, grounding mindfulness practices, and mindful movement.

    “The most helpful practices identified across interviews were the body scan, grounding mindfulness practices (informal mindfulness of body sensations or 5 senses, e.g., touchpoints), and mindful movement.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Positive qualitative interview responses and a 100% rate of willingness to refer a friend demonstrate program acceptability.

    “Positive qualitative interview responses and a high rate of participants willing to refer a friend (100%) demonstrates program acceptability.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The external qualitative methods expert interviewed four participants at both timepoints.

    “The external qualitative methods expert interviewed four participants at both timepoints.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Most participants offered examples of informal practice that spread into daily routines and were associated with confidence in performing new skills.

    “Most participants also offered examples of informal practice that ‘spread out’ (14wk24) into their daily routines and were associated with assessments of confidence in their performance of new skills.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Several participants had prior meditation experience, with an overall average of 10.5 minutes of daily meditation practice and 6/18 (33%) practicing for 10 minutes a day or more.

    “Several participants reported a history of meditation experience, with an overall average of 10.5 minutes of daily meditation practice and with 6/18 (33%) participants practicing for 10 minutes a day or more.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The study team completed eight Adverse Event Reports.

    “The study team completed eight Adverse Event Reports.”
    Quote in the paperNot a substantial claim
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    Findingown data

    Seven participants did not complete screening and baseline measures and were not scheduled to begin the study.

    “Seven participants did not complete screening and baseline measures, so were not scheduled to begin the study.”
    Quote in the paperNot a substantial claim
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    Findingown data

    None of the adverse events were related to the protocol and six were non-serious.

    “Of these, none were related to the protocol and six were non-serious.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Of those enrolled, 17 came from the Somerville site and 8 from the Revere site.

    “Of those enrolled, 17 enrolled from the Somerville site, and 8 enrolled from the Revere site.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Changes in the FFMQ Act with Awareness subscale correlated most strongly with daily informal practice time.

    “The changes in Observe (r = 0.67, p = 0.017) and Act with Awareness (r = 0.56, p = 0.045) FFMQ subscales correlated most strongly with daily informal practice time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Among those who completed a satisfaction survey, 100% (n = 16) agreed they would recommend the program to a friend (M for 4-week LDM (n = 16) = 4.9, M for 24-week M-ROCC (n = 13) = 5.0).

    “Among those who completed a satisfaction survey, 100% (n = 16) of respondents agreed that they would recommend the program to a friend (M for 4-week LDM (n = 16) = 4.9, M for 24-week M-ROCC (n = 13) = 5.0).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Five of the six participants who declined the interview invitation had not completed the intervention.

    “It is important to note that five out of the six participants who declined the interview invitation were participants who did not complete the intervention”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants deemed home practice the most challenging component, but qualitative findings offer understanding of challenges and ability to overcome them, which all but one interviewed participant described.

    “Although participants deemed home practice to be the most challenging component of the M-ROCC intervention, the qualitative findings offer much greater understanding of these challenges, as well as the participants’ ability to overcome them, which all but one of the interviewed participants described.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    M-ROCC participants found these group variables to be on a continuum from neutral (gender) to favorable (pace, rolling admission, commitment matching), potentially supporting the noted high retention.

    “However, M-ROCC participants found these group variables to be on a continuum from neutral (gender) to favorable (pace, rolling admission, commitment matching), potentially supporting the noted high retention.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Most of those who completed the 8-week 2-hour per week MTPC-OUD intensive program at one site found the format particularly impactful and logistically feasible; another site required a 16-week model of 1-hour groups for logistical feasibility, which participants found more accessible.

    “Finally, most of those who completed the 8-week 2-hour per week MTPC-OUD intensive program at one site found the format particularly impactful and logistically feasible; while another primary care site required a 16-week model of 1-hour groups for clinician and site administrative logistical feasibility, which participants at that site also found to be more accessible.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Participants found the intervention acceptable in terms of flexibility of transition between groups and ability to identify optimal amount of formal practice at home.

    “Participants also found the intervention to be acceptable in terms of the flexibility of both the transition between different levels of groups (LDM, MTPC-OUD, and MCS) and their ability to identify the optimal amount of formal practice they could complete at home.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Participants found the intervention acceptable, allowing them to integrate the practices into their lives in meaningful ways.

    “Importantly, participants found the intervention to be acceptable, allowing them to integrate the practices into their lives in meaningful ways.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Extended buprenorphine/naloxone treatment raises abstinence and retention rates and lowers the risk of transmitting hepatitis C.

    “Extended treatment with B/N not only increases rates of abstinence and treatment retention, but also decreases risk of transmitting Hepatitis C (HCV) (Hallinan et al., 2005; Weiss et al., 2012).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hallinan et al., 2005 source

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    • cites Weiss et al., 2012

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  • May combine two claims.

    Premisecitation

    People with childhood trauma often struggle to manage emotions around those events, which fosters experiential avoidance and can lead some to abandon mindfulness practice when difficult emotions arise.

    “People with childhood traumatic experiences often have trouble managing their emotions around these events, which fosters experiential avoidance and leads some to abandon their mindfulness practice when difficult emotions arise (Banerjee et al., 2017; Lindahl et al., 2017; Lomas et al., 2015; Van Dam et al., 2018; Wyatt et al., 2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Banerjee et al., 2017 source

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    • cites Lindahl et al., 2017

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    • cites Lomas et al., 2015 source

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  • May combine two claims.

    Premisecitation

    Many participants in mindfulness-based interventions struggle to meet home practice requirements of about 30-45 minutes daily and say they lack time to fit practice into their routines.

    “Many participants experience difficulty meeting practice requirements (around 30–45 minutes per day), and report that they lack the time to integrate mindfulness practice into their daily routines (Dobkin et al., 2012; Kabat-Zinn et al., 2017; Lomas et al., 2015; Wyatt et al., 2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Dobkin et al., 2012 source

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    • cites Kabat-Zinn et al., 2017

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    • cites Lomas et al., 2015 source

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  • May combine two claims.

    Interpretationown data

    One site delivered MTPC-OUD in 8 weeks and another in 16 weeks, showing that M-ROCC has the flexibility needed for feasible implementation in diverse primary care clinics.

    “In the present study, one site implemented MTPC-OUD in an 8-week format, while another chose a 16-week format, demonstrating that M-ROCC has the necessary flexibility as designed for feasible implementation in diverse primary care clinic environments.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    There were very few disagreements between coders about which text to code or how to code it.

    “When comparing our respective coding of transcripts, there were very few disagreements about either relevant text to be coded or how to code relevant text.”
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    Study design and conductreasoning

    To prevent bias during analysis, a statistical consultant conducted the analysis in STATA.

    “To prevent bias during analysis, a statistical consultant (TC) conducted the analysis in STATA.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The high retention points towards intervention feasibility and the need for larger samples to study whether mindfulness training might enhance treatment retention.

    “This optimistic finding points towards intervention feasibility and the need for larger samples to study whether mindfulness training might enhance treatment retention.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    People with OUD have high rates of childhood abuse and psychological trauma and may be especially prone to dropout.

    “People with OUD have high rates of childhood abuse and psychological trauma, and may be particularly susceptible to dropout (Ecker & Hundt, 2018; Stein et al., 2017).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Ecker & Hundt, 2018

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    • cites Stein et al., 2017 source

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    Study design and conductnone given

    An independent data safety monitoring board reviewed adverse event reports.

    “An independent data safety monitoring board reviewed AERs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The study had a NCCIH-approved data safety monitoring plan with an independent monitoring committee, was approved by the hospital IRB, and was listed on ClinicalTrials.gov (NCT03798431).

    “This study had a NCCIH-approved data safety monitoring plan with an independent monitoring committee, was approved by the hospital Institutional Review Board and was listed on ClinicalTrials.gov (NCT03798431).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    To prevent bias, an external qualitative methods expert unaffiliated with CMC and not trained in mindfulness-based interventions conducted and oversaw the qualitative interview analysis.

    “To prevent bias, an external qualitative methods expert (SM) with experience in OUD qualitative studies, who was unaffiliated with CMC and had not been trained to deliver mindfulness-based interventions, conducted and oversaw analysis for qualitative interviews.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Between 47% and 90% of women aged 15-44 with a substance use disorder have experienced interpersonal violence, compared with 1-20% in non-SUD populations, and about 10% of men with a SUD have experienced IPV in their lifetime.

    “Furthermore, between 47% and 90% of women (15–44 years) with a SUD have experienced interpersonal violence (IPV) compared with 1–20% in non-SUD populations, and approximately 10% of men with a SUD have been victims of IPV across their lifetime (Klostermann, 2006; Lipsky et al., 2005; Schneider et al., 2009).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Klostermann, 2006

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    • cites Lipsky et al., 2005 source

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    • cites Schneider et al., 2009 source

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    Study design and conductnone given

    An experienced qualitative methods expert and a qualitative methodologist trainee independently reviewed all transcripts.

    “An experienced qualitative methods expert (SM) and a qualitative methodologist trainee (KO) independently reviewed all transcripts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    After reviewing the second batch, both analysts independently coded the third batch with the revised codebook to assess coder agreement, which was readily achieved.

    “Following review of the second batch, both analysts independently coded the third batch using the revised codebook to assess agreement between coders, which was readily achieved.”
    Quote in the paperNot a substantial claim
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    Study design and conductnone given

    Social desirability bias may have influenced participant reports of home practice as well as other aspects of the qualitative interviews.

    “Even though the interviewer was not related to the intervention in any way, social desirability bias may have influenced participant reports of home practice as well as other aspects of the qualitative interviews.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A recent systematic review and meta-analysis suggests that in standard format MBCT and MBSR, participants complete about 60% of assigned formal home practice.

    “A recent systematic review and meta-analysis suggests that in standard format MBCT and MBSR, participants complete about 60% of assigned formal home practice, where it is recorded and reported (Parsons et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Parsons et al., 2017 source

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  • May combine two claims.

    Premisecitation

    MTPC focuses more heavily on stress, anxiety, craving and behavior change in contrast to MBCT, which was designed specifically to target depression.

    “likely because MTPC focuses more heavily on stress, anxiety, craving and behavior change in contrast to MBCT, which researchers designed specifically to target depression (Teasdale et al., 2000).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Teasdale et al., 2000 source

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  • May combine two claims.

    Interpretationown data

    These findings demonstrate that the M-ROCC intervention can feasibly be integrated into a primary care OBOT setting in a way that is acceptable to the target population.

    “These findings demonstrate that the M-ROCC intervention can feasibly be integrated into a primary care OBOT setting in a way that is acceptable to the target population.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Though the demographics of those enrolled in the healthcare system's primary care OBOT programs are similarly imbalanced, this still limits generalizability.

    “Though the demographics of those enrolled in the healthcare system’s primary care OBOT programs are similarly imbalanced, this still limits generalizability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    This flexibility aligns with a trauma-informed approach and a patient-centered motivational interviewing approach, creating a therapeutic alliance with participants.

    “This flexibility aligns with both a trauma-informed approach ensuring choice and a patient-centered, evidence-based motivational interviewing [MI] approach to behavior change, which empowers the patient to develop his or her own motivation. It also creates a therapeutic alliance with participants - a partnership and collaboration rather than an expert/patient dynamic (Rollnick & Miller, 1995; Vanb”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Rollnick & Miller, 1995

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    • cites Vanbuskirk & Wetherell, 2014

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  • May combine two claims.

    Premisecitation

    Current research suggests that men may benefit from MBIs less than women, and that men are less likely to engage in and acknowledge the helpfulness of psychotherapies such as MBIs.

    “Current research suggests that men may benefit from MBIs less than women, and that men are less likely to engage in and acknowledge the helpfulness of psychotherapies such as MBIs (Addis & Mahalik, 2003; Pattyn et al., 2015; Rojiani et al., 2017).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Addis & Mahalik, 2003 source

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    • cites Pattyn et al., 2015 source

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    • cites Rojiani et al., 2017

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The different settings, populations, and primary care teams may have influenced the effectiveness of the M-ROCC curriculum at each site.

    “The different settings, populations, and primary care teams may have influenced the effectiveness of the M-ROCC curriculum at each site.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Home practice is one of the most essential components in MBIs to increase the therapeutic effects of the treatment.

    “Home practice is one of the most essential components in MBIs to increase the therapeutic effects of the treatment (Vettese et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Vettese et al., 2009 source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Childhood trauma is correlated with IPV among men.

    “is also correlated with IPV among men (Godbout et al., 2019).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Godbout et al., 2019 source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationcitation

    A larger sample is necessary to sufficiently power the quantitative results, specifically regarding the effectiveness of the intervention.

    “A larger sample is necessary to sufficiently power the quantitative results, specifically regarding the effectiveness of the intervention (Billingham et al., 2013).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Billingham et al., 2013

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  • May combine two claims.

    Interpretationreasoning

    This approach encourages retention in B/N treatment and allows participants to continue learning mindfulness skills beyond the standard 8-week MBI endpoint.

    “Not only does this approach encourage retention in B/N treatment, but it also allows participants to continue to learn mindfulness skills beyond the standard 8-week MBI endpoint.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Approximately 60-70% of those who enroll in standard opioid treatment programs are men, while in most MBI groups in the community for non-OUD populations only 30-40% of those who enroll are men.

    “Approximately 60–70% of those who enroll in standard opioid treatment programs are men; and yet, in most MBI groups in the community for non-OUD populations only 30–40% of those who enroll are men (Fiellin et al., 2013; Lomas et al., 2019; Waldron et al., 2018; Weiss et al., 2012).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Fiellin et al., 2013

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    • cites Lomas et al., 2019 source

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    • cites Waldron et al., 2018 source

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    Interpretationreasoning

    Those who did not complete the intervention may have possibly been more critical of M-ROCC.

    “Those who did not complete the intervention may have possibly been more critical of M-ROCC.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    As many as 50% of men in SUD treatment have perpetrated IPV in the previous year, and greater SUD severity can predict partner and non-partner violence.

    “As many as 50% of men in SUD treatment have perpetrated IPV in the previous year, and greater SUD severity can predict partner and non-partner violence (Chermack et al., 2000; Gondolf, 1999).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Chermack et al., 2000

      Not checked in the free run.

    • cites Gondolf, 1999 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationnone given

    Body scanning and grounding with mindfulness are fundamentally attuned to restructuring sensory experience and one's relationship with body sensations.

    “Both body scanning and grounding with mindfulness are fundamentally attuned to restructuring sensory experience and one’s relationship with body sensations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    This amount equates to around 30 minutes per day, six days a week, and this substantial time commitment represents a barrier to novice meditators.

    “This amount equates to around 30 minutes per day, six days a week and this substantial time commitment represents a barrier to novice meditators (Chen et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Chen et al., 2014 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    The finding that informal practice correlates with trait mindfulness is notable because informal practice may be easier for people in early recovery to integrate into their lives.

    “This finding is notable because informal practice may be easier for people in early recovery to integrate into their lives.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Participants' previous mindfulness experience may have contributed to high retention rates and willingness to engage in practice.

    “Participant’s previous mindfulness experience may also have contributed to this study’s high retention rates and participant willingness to engage in practice.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    We were unable to interview participants who did not complete the M-ROCC intervention, resulting in a selection bias that potentially skewed the results in an overly positive direction.

    “In terms of the qualitative methods, we were unable to interview participants who did not complete the M-ROCC intervention, resulting in a selection bias that potentially skewed the results in an overly positive direction.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    During recruitment, referring clinicians informed participants they would be participating in a MBI, which may have biased those who decided to join towards reporting high satisfaction.

    “During recruitment, referring clinicians informed participants that they would be participating in a MBI, which may have biased those who decided to join towards reporting high satisfaction.”
    Quote in the paperNot a substantial claim
69 of 69
  • The paper relies on this without support.

    The role of mindfulness in office-based opioid treatment with buprenorphine/naloxone is unclear.

    “While mindfulness has emerged as a popular mental health treatment, the role for mindfulness in OBOT with B/N remains unclear.”
  • The paper relies on this without support.

    If a mindfulness program moves too quickly, self-stigma, self-criticism, and avoidance may cause patients to give up and drop out, or they may lose momentum when the program ends.

    “If a program moves too fast, self-stigma, self-criticism, and avoidance may lead patients to give up and to dropout, or they might just begin to grasp key concepts as the program ends and subsequently lose momentum when the program is over.”
  • The paper relies on this without support.

    The FFMQ total score and its subscales validly measure trait mindfulness in this OUD population.

    “M-ROCC participants reported higher total FFMQ scores at 24-weeks compared to baseline (p < 0.01).”
  • The paper relies on this without support.

    Self-reported home practice amounts accurately reflect actual practice.

    “Participants reported an average daily practice of 15.4 minutes per day, as well as using informal practices an average of 1.9 times per day, mindfulness apps an average of 0.8 times per day, and online meditation recordings an average of 0.4 times per day.”
  • The paper relies on this without support.

    The qualitative interview data accurately capture participants' experiences and perceptions.

    “The data below provide substantial support for the acceptability of M-ROCC.”
5 of 5

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The study had a single-arm design, small sample size, lack of racial and gender diversity, lack of systematic tracking of adjunctive mental health treatment, and lack of participant blinding.

    “Notable limiting factors were the study’s single arm design, small sample size, lack of diversity (both racial and gender), lack of systematic tracking of adjunctive mental health treatment, and a lack of participant blinding 29.”

    From Effects of a trauma-informed mindful recovery program on comorbid pain, anxiety, and substance use during primary care buprenorphine treatment: A proof-of-concept study (2023) · cites this paper as [29]

    The Study Aims section calls this a single-arm pilot study, and the Limitations section identifies the small sample, predominantly white male participants, lack of a control group, and participants being told they would receive a mindfulness intervention. Those passages support the design, diversity, and participant-blinding points. Our copy does not identify a lack of systematic tracking of adjunctive mental health treatment as a limitation (searched: adjunctive mental health treatment, tracking). Page numbers were not available. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • The feasibility and acceptability of a 24-week M-ROCC program at two primary care sites has already been demonstrated.

    “we have already demonstrated the feasibility and acceptability of a 24-week Mindful Recovery OUD Care Continuum (M-ROCC) program, a trauma-informed, motivationally-sensitive MBI, at two primary care sites 29”

Cites

Flagged first, then by citations

3 of the 118 references couldn’t be matched to a known paper.

Research works printed but not linked: 1

  1. Weiss, 2018, The Role of Behavioral Interventions in Buprenorphine Treatment of Opioid Use Disorders., 174, 738

Cited by

Sorted by citations

Authors
Fatkin, T., Moore, S. K., Okst, K., Creedon, T. B., Samawi, F., Fredericksen, A. K., Roll, D., Oxnard, A., Lê Cook, B., & Schuman-Olivier, Z.
Affiliations
  • Cambridge Health Alliance (US)
  • Dartmouth College (US)
Corresponding author
  • Fatkin, Thomas
  • Moore, Sarah K.
  • Okst, Kayley
  • Creedon, Timothy B
  • Samawi, Farah
  • Fredericksen, Alaine Kiera
  • Roll, David
  • Oxnard, Alexandra
Venue
Journal of Substance Abuse Treatment
Publisher
Elsevier BV
Published
2021-11
Volume
130
Pages
108415
ISSN
0740-5472 (ISSN-L)
OpenAlex
W3152800788
Cited by
14
References
118
Citations by year
2025: 1 · 2024: 4 · 2023: 6 · 2022: 3
FWCI
2.80
Type
journal article
Language
en
Update notices
erratum (2022-02-01)
Open access
Locations
  • Journal of Substance Abuse Treatment (acceptedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institute on Drug Abuse
  • National Center for Complementary and Integrative Health
  • National Institutes of Health
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
  • Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
  • Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
Keywords
mindfulness-based interventions, opioid use disorder, buprenorphine/naloxone, office-based opioid treatment, treatment retention, childhood trauma, psychiatric comorbidity, trauma-informed care, mindfulness practice, feasibility and acceptability, opioid overdose prevention
MeSH terms
Adult, Analgesics, Opioid, Continuity of Patient Care, Feasibility Studies, Humans, Opioid-Related Disorders, Pilot Projects, Mindfulness

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

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