Goal commitment predicts treatment outcome for adolescents with alcohol use disorder

A sex- and gender-based analysis of alcohol treatment intervention research involving youth: A methodological systematic review

BACKGROUND

While there is widespread consensus that sex- and gender-related factors are important for how interventions are designed, implemented, and evaluated, it is not currently known how alcohol treatment research accounts for sex characteristics and/or gender identities and modalities. This methodological systematic review documents and assesses how sex characteristics, gender identities, and gender modalities are operationalized in alcohol treatment intervention research involving youth.

METHODS AND FINDINGS

We searched MEDLINE, Embase, Cochrane Central Registry of Controlled Trials, PsycINFO, CINAHL, LGBT Life, Google Scholar, Web of Science, and grey literature from 2008 to 2023. We included articles that reported genders and/or sexes of participants 30 years of age and under and screened participants using AUDIT, AUDIT-C, or a structured interview using DSM-IV criteria. We limited the inclusion to studies that enrolled participants in alcohol treatment interventions and used a quantitative study design. We provide a narrative overview of the findings. Of 8,019 studies screened for inclusion, 86 articles were included in the review. None of the studies defined, measured, and reported both sex and gender variables accurately. Only 2 studies reported including trans participants. Most of the studies used gender or sex measures as a covariate to control for the effects of sex or gender on the intervention but did not discuss the rationale for or implications of this procedure.

CONCLUSIONS

Our findings identify that the majority of alcohol treatment intervention research with youth conflate sex and gender factors, including terminologically, conceptually, and methodologically. Based on these findings, we recommend future research in this area define and account for a spectrum of gender modalities, identities, and/or sex characteristics throughout the research life cycle, including during study design, data collection, data analysis, and reporting. It is also imperative that sex and gender variables are used expansively to ensure that intersex and trans youth are meaningfully integrated.

TRIAL REGISTRATION

Registration: PROSPERO, registration number: CRD42019119408.

Testing mediational processes of substance use relapse among youth who participated in a mobile texting aftercare project

BACKGROUND

The goal of this paper is to advance the understanding of mechanisms of action involved in behavioral-driven aftercare interventions for substance use disorders (SUDs) among youth populations. This paper reports data from a study that measured the impact of an aftercare intervention on primary substance use relapse among youth who completed treatment in Los Angeles County for SUDs. The aftercare intervention, Project ESQYIR-Educating and Supporting inQuisitive Youth In Recovery, utilized text messaging to monitor relapse and recovery processes, provide feedback, reminders, support, and education among youth from SUD specialty settings during the initial 3-month period following treatment completion.

Method: Mediational modeling informed by Baron and Kenny was used to examine the extent to which select recovery processes including participation in extracurricular activities and self-help, were impacted by the texting intervention, and if such processes helped sustain recovery and prevent primary substance use relapse. The data come from a two-group randomized controlled pilot study testing the initial efficacy of a mobile health texting aftercare intervention among 80 youth (M_age= 20.7, SD = 3.5, range: 14-26 years) who volunteered to participate after completing SUD treatment between 2012 and 2013.

Results: Among the two recovery processes examined in the mediational modeling, only involvement in extracurricular activities mediated the effects of the texting aftercare intervention on reductions in primary substance use relapse; not self-help participation.

Conclusion: Findings from this pilot study offer greater understanding about potential recovery-related mechanisms of action of mobile aftercare interventions. Mobile texting was found to promote increased engagement in recovery-related behaviors such as participation in extracurricular activities, which mediated the effects of the mobile aftercare intervention on decreasing primary substance use relapse. Findings suggest mobile approaches may be effective for increasing adherence to a wide-array of recovery behavioral regiments among youth populations challenged by complex behavioral issues.

Increasing Older Adult Involvement in Geriatric Assessment: A Mixed-Methods Process Evaluation

Objectives: Goal setting and motivational interviewing (MI) may increase well-being by promoting healthy behavior. Since we failed to show improved well-being in a proactive assessment service for community-dwelling older adults applying these techniques, we studied whether implementation processes could explain this. Methods: Goals set during the comprehensive geriatric assessment were evaluated on their potential for behavior change. MI and goal setting adherence wasassessed by reviewing audiotaped interactions and interviewing care professionals. Results: Among the 280 goals set with 230 frail older adults (mean age 77 ± 6.9 years, 59% women), more than 90% had a low potential for behavior change. Quality thresholds for MI were reached in only one of the 11 interactions. Application was hindered by the context and the limited proficiency of care professionals. Discussion: Implementation was suboptimal for goal setting and MI. This decreased the potential for improved well-being in the participating older adults.

Recovery and Youth: An Integrative Review

Although rates of alcohol and other substance use disorders in adolescents have been estimated for decades, little is known about the prevalence, pathways, and predictors of remission and long-term recovery among adolescents. This article provides an integrative review of the literature on youth recovery. A final selection of 39 relevant articles was grouped into five sections: treatment outcomes, special emphasis populations, recovery-oriented systems of care, families, and non-abstinence-based approaches. The review recommends more adolescent research in three basic areas: more research about medication-assisted treatment and recovery as well as harm reduction approaches for adolescents; expansion of research on recovery practices for youth who do not receive treatment due to personal choice or societal disparities; and more life course research, which may begin with adolescent participants and extend across the life span. Additionally, the authors suggest the recovery capital model for adolescents and the neuroscience of addiction may provide additional precision and direction for the study of youth recovery.

Goal commitment evolution in a Spanish adolescent sample with cannabis use disorder

INTRODUCTION

The treatment of adolescents with Cannabis Use Disorder (CUD) presents a variety of challenges. The identification of a patient's treatment goal might be an important predictor of cannabis consumption and a key factor when designing the intervention. This paper aims to present the psychometric properties of the Spanish version of the Adolescent Substance Abuse Goal Commitment (ASAGC) questionnaire in adolescent consumers of cannabis and to report the association of goal commitment with the treatment outcome.

METHOD

A sample of 115 adolescents between 13 and 18 years old with CUD in outpatient treatment were evaluated. Psychometric properties including exploratory and confirmatory factor analysis, predictive validity, reliability and stability over time were analyzed.

RESULTS

ASAGC shows good psychometric properties, with excellent reliability (Cronbach's α of >0.95 for both subscales, Abstinence and Harm Reduction) at baseline and 3 and 6 months (>0.95 for both subscales) and good stability at 3 and 6 months (K = 0.572 and 0.659). Higher scores in Commitment to abstinence at baseline are associated with lower scores of THC in urine at 3 and 6 months (p < .001).

CONCLUSION

The ASAGC is a useful tool to study treatment commitment in adolescents that present a CUD. Abstinence commitment is a reliable prognostic factor. However, adolescents committed to HR remain a therapeutic challenge.

Outcome in Relation to Drinking Goals in Alcohol-Dependent Individuals: A Follow-up Study 2.5 and 5 Years After Treatment Entry

AIMS

To evaluate the long-term treatment outcome (up to 5 years) with respect to different drinking goals of patients.

METHODS

Alcohol-dependent individuals (n = 349) were recruited from three alcohol treatment units. They were interviewed using the Addiction Severity Index (ASI). They were sub-grouped according to their goal at treatment entry: abstinence, low- risk drinking and no decided goal.

RESULTS

Patients with abstinence as a goal at treatment entry reported at 2.5 years follow-up a higher abstinence rate, a more pronounced reduction in alcohol consumption, reduction in total number of DSM-IV criteria, higher frequency of low-risk drinking and fewer diagnoses of alcohol dependence compared to the groups who had low risk drinking as a goal or no decided goal. This improvement remained basically unchanged in all three groups at 5 years follow-up, suggesting long-term stability after the treatment interventions.

CONCLUSIONS

The findings suggest that: (1) alcohol-dependent patients who have abstinence as their own drinking goal have a more favorable treatment outcome than those who have low-risk drinking as a goal or no decided goal. (2) Abstinence as a drinking goal should be considered for those who have a longer duration (for example more than 10 years) of their alcohol-related problems. (3) Patients who have no decided goal should be recommended abstinence as a drinking goal.

Predictors of treatment response in a web-based intervention for cannabis users

BACKGROUND

Trials demonstrate the effectiveness of web-based interventions for cannabis-related disorders. For further development of these interventions, it is of vital interest to identify user characteristics which predict treatment response.

METHODS

Data from a randomized factorial trial on a web-based intervention for cannabis-users (n = 534) was reanalyzed. As potential predictors for later treatment response, 31 variables from the following categories were tested: socio-demographics, substance use and cognitive processing. The association of predictors and treatment outcome was analyzed using unbiased recursive partitioning and represented as classification tree. Predictive performance of the tree was assessed by comparing its cross-validated results to models derived with all-subsets logistic regression and random forest.

RESULTS

Goal commitment (p < .001), the extent of self-reflection (p < .001), the preferred effect of cannabis (p = .005) and initial cannabis use (p = .015) significantly differentiate between successful and non-successful participants in all three analysis methods. The predictive accuracy of all three models is comparable and modest.

CONCLUSIONS

Participants who commit to quit using cannabis, who at least have moderate levels of self-reflection and who prefer mild intoxicating effects were most likely to respond to treatment. To predict treatment response on an individual level, the classification tree should only be used as one of several sources of information.Trial registration: http://www.isrctn.com/ISRCTN99818059.

Using Health and Well-Being Apps for Behavior Change: A Systematic Search and Rating of Apps

Background

Smartphones have allowed for the development and use of apps. There is now a proliferation of mobile health interventions for physical activity, healthy eating, smoking and alcohol cessation or reduction, and improved mental well-being. However, the strength or potential of these apps to lead to behavior change remains uncertain.

Objective

The aim of this study was to review a large sample of healthy lifestyle apps at a single point in time (June to July 2018) to determine their potential for promoting health-related behavior change with a view to sharing this information with the public. In addition, the study sought to test a wide range of apps using a new scale, the App Behavior Change Scale (ABACUS).

Methods

Apps focusing on 5 major modifiable lifestyle behaviors were identified using a priori key search terms across the Australian Apple iTunes and Google Play stores. Lifestyle behavior categories were selected for their impact on health and included smoking, alcohol use, physical activity, nutrition, and mental well-being. Apps were included if they had an average user rating between 3 and 5, if they were updated in the last 18 months, if the description of the app included 2 of 4 behavior change features, and if they were in English. The selected behavior change apps were rated in 2 ways using previously developed rating scales: the Mobile App Rating Scale (MARS) for functionality and the ABACUS for potential to encourage behavior change.

Results

The initial search identified 212,352 apps. After applying the filtering criteria, 5018 apps remained. Of these, 344 were classified as behavior change apps and were reviewed and rated. Apps were given an average MARS score of 2.93 out of 5 (SD 0.58, range 1.42-4.16), indicating low-to-moderate functionality. Scores for the ABACUS ranged from 1 to 17, out of 21, with an average score of 7.8 (SD 2.8), indicating a low-to-moderate number of behavior change techniques included in apps. The ability of an app to encourage practice or rehearsal, in addition to daily activities, was the most commonly identified feature across all apps (310/344, 90.1%), whereas the second most common feature was the ability of the user to easily self-monitor behavior (289/344, 84.0%).

Conclusions

The wide variety of apps included in this 2018 study and the limited number of behavior change techniques found in many apps suggest an opportunity for improvement in app design that will promote sustained and significant lifestyle behavior change and, therefore, better health. The use of the 2 scales for the review and rating of the apps was successful and provided a method that could be replicated and tested in other behavior change areas.

Goal commitment predicts cannabis use for adolescents in treatment

Background: Commitment to change is an innovative potential mediator and mechanism of behavior change (MOBC) that has not been examined in adolescents with cannabis use. The Adolescent Substance Abuse Goal Commitment (ASAGC) questionnaire is a reliable and valid 2-scale measure developed to assess the adolescent's commitment to either abstinence or harm reduction model for adolescents, which in addition to decrease in negative consequences includes consumption reduction as a stated treatment goal. The objective of this paper is to examine the ASAGC's ability to predict adolescent substance use treatment outcome. Methods: During Sessions 3 and 9 of a 10-week treatment program, therapists completed the ASAGC for 170 adolescents 13-18 years of age with alcohol use disorders, the majority of whom (82%) were diagnosed with co-occurring cannabis use disorder (CUD). Results: Logistic regression analyses assessing goal commitment regarding cannabis use at Session 3 indicated that commitment to both abstinence and harm reduction predicted cannabis use at Session 3. However, only commitment to abstinence predicted later cannabis use (assessed at Session 9 and during aftercare). When goal commitment at Session 9 was examined, only commitment to abstinence predicted cannabis use, concurrently and longitudinally. These results indicated that adolescents who had higher scores for commitment to abstinence were less likely to be positive for cannabis use. In contrast, harm reduction was not a significant predictor of cannabis use. Conclusions: Findings demonstrate that goal commitment consistently predicts cannabis use treatment outcome. Commitment to abstinence specifically is a salient predictor for concurrent and future cannabis use. Further prospective study is necessary to determine whether harm reduction may be an attainable goal for some youth given normative delayed neurodevelopmental processes of inhibitive behaviors.

Evidence Base on Outpatient Behavioral Treatments for Adolescent Substance Use, 2014-2017: Outcomes, Treatment Delivery, and Promising Horizons

This article updates the evidence base on outpatient behavioral treatments for adolescent substance use (ASU) since publication of the previous review completed for this journal by Hogue, Henderson, Ozechowski, and Robbins (2014). It first summarizes the Hogue et al. findings along with those from recent literature reviews and meta-analytic studies of ASU treatments. It then presents study design and methods criteria used to select 11 comparative studies subjected to Journal of Clinical Child and Adolescent Psychology level of support evaluation. These 11 studies are detailed in terms of their sample characteristics, methodological quality, and substance use outcomes. Cumulative level of support designations are then made for each identified treatment approach. These cumulative designations are virtually identical to those of the previous review: ecological family-based treatment, individual cognitive-behavioral therapy, and group cognitive-behavioral therapy remain well-established; behavioral family-based treatment and motivational interviewing remain probably efficacious; drug counseling remains possibly efficacious; and an updated total of 5 multicomponent treatments combining more than 1 approach (3 of which include contingency management) are deemed well-established or probably efficacious. Treatment delivery issues associated with evidence-based approaches are then reviewed, focusing on client engagement, fidelity and mediator, and predictor and moderator effects. Finally, to help accelerate innovation in ASU treatment science and practice, the article outlines promising horizons in improving youth identification and access, specifying and implementing pragmatic treatment in community settings, and leveraging emerging lessons from implementation science.