Conceptual framework for telehealth strategies to increase family involvement in treatment and recovery for youth opioid use disorder

Feasibility and acceptability of the delivery of a group telehealth intervention for support persons of patients receiving buprenorphine for opioid use disorder

BACKGROUND

Opioid-related overdoses increased substantially during the COVID-19 pandemic, eliciting an urgent demand for accessible treatment for individuals with opioid use disorder (OUD) and those who support them (support persons). Support persons can improve treatment initiation and retention in their individuals with OUD. Additionally, support persons may have their own mental health needs related to their loved one's OUD. Unfortunately, few treatment options exist for support persons of individuals with an OUD. A support person-focused group telehealth intervention (referred to as eINSPIRE) that is accessible and feasible could help fill the treatment gap for support persons and bolster outcomes for individuals with OUD.

METHODS

The study interviewed patients receiving buprenorphine (n = 9), their support persons (n = 12), and clinic staff members (n = 6) about their perceptions on a group telehealth intervention designed for support persons. Patient and support person dyads were recruited from two community health clinics to participate in a qualitative interview and/or focus group. Using classic content analysis, we then analyzed this data to evaluate the feasibility, acceptability, and usability of a group telehealth intervention for support persons.

RESULTS

The eINSPIRE intervention was deemed generally acceptable, feasible, and usable. All support persons (n = 12) agreed that group telehealth was acceptable and those who completed an eINSPIRE demo session found it usable (IUS = 72.5). Patients indicated that eINSPIRE would be beneficial for support persons, and could provide services that are unattainable to them in their immediate community, but that groups sometimes lacked intimacy. Participants also found group telehealth to be more accessible than in-person alternatives and suggested how to improve the delivery of the intervention.

CONCLUSIONS

Group telehealth may be a feasible and acceptable option for delivering an intervention to support persons and could reduce barriers to treatment that this population often experiences due to competing demands. However, due to sample size limitations, more participant perspectives and future research are needed.

"I need as much support as I can get": A qualitative study of young adult perspectives on family involvement in treatment for opioid use disorder

BACKGROUND

Opioid use disorder (OUD) among young adults (YAs) continues to persist as a national health crisis. Best practice recommendations for YA OUD treatment highlight the importance of medication for OUD (MOUD) and family involvement across the treatment services continuum for better treatment retention and outcomes. Yet, concerned significant others (CSOs) such as family members, romantic partners, and family-of-choice members are not routinely involved in OUD and MOUD treatment for YAs.

METHOD

We used convenience sampling to recruit 25 YAs (ages 21 to 36) in treatment for OUD from two urban treatment centers. We discussed with YAs the identities of their CSOs and the dynamics of those relationships, their perspectives on CSO involvement in their OUD treatment, and the beliefs and attitudes they hold about family involvement in treatment and recovery. Thematic content analysis was deductive-dominant based on a semi-structured qualitative interview guide. Group consensus coding was followed by matrix analysis.

RESULTS

We identified five main themes: (1) YA and CSO relationships were supportive, evolving, and complex. (2) CSO support motivated treatment engagement and participation. (3) Only a small proportion of CSOs participated in treatment activities despite actively supporting treatment in other ways. (4) YAs experienced their CSOs as supportive of their treatment and recovery goals, including MOUD. (5) YAs believed family involvement is essential to treatment and many were unsatisfied with current family involvement in their care.

CONCLUSIONS

In this qualitative study of OUD treatment experiences among YAs, we learned that many YAs have CSOs who are invested in their treatment and recovery and yet are not routinely involved in treatment. Moreover, YAs often expressed family involvement is essential to OUD treatment, and many expressed a desire for greater family involvement in their own treatment. Clinical recommendations for relationship-oriented treatment are presented.

Engagement, initiation, and retention in medication treatment for opioid use disorder among young adults: A narrative review of challenges and opportunities

INTRODUCTION

Opioid Use Disorder (OUD) is a catastrophic public health problem for young adults (YAs) and their families. While medication for OUD (MOUD) is safe, effective, and recognized as the standard of care, its' uptake and success have been limited in YAs compared to older adults.

METHODS

This narrative review summarizes the existing literature and highlights select studies regarding barriers to YA MOUD, potential explanations for those barriers, and strategies to overcome them.

RESULTS

Barriers are prominent along the entire cascade of care, including: treatment engagement and entry, MOUD initiation, and MOUD retention. Hypothesized explanations for barriers include: developmental vulnerability, inadequate treatment system capacity, stigma against MOUD, among others. Interventions to address barriers include: promotion of family involvement, increasing provider capacity, integration of MOUD into primary care, assertive outreach, and others.

CONCLUSIONS

Integrating an adapted version of family coaching from the Community Reinforcement Approach and Family Training (CRAFT) and other models into YA MOUD treatment serves as an example of an emerging novel practice that holds promise for broadening the funnel of engagement in treatment and initiation of MOUD, and enhancing treatment outcomes. This and other developmentally-informed approaches should be evaluated as part of a high-priority clinical and research agenda for improving OUD treatment for YAs.

It takes a village: A pilot study of a group telehealth intervention for support persons affected by opioid use disorder

INTRODUCTION

Opioid use disorder (OUD) has devastating effects on individuals, families, and communities. The Community Reinforcement and Family Training (CRAFT) is a Support Person (SP)-focused intervention that aims to increase SPs' communication strategies, positive reinforcement/rewards, and social support. This pilot study, called eINSPIRE (INtegrating Support Persons Into REcovery), adapted CRAFT for delivery via group telehealth. The aims were to evaluate the feasibility, acceptability, and preliminary effectiveness of this intervention on patient buprenorphine retention and SP mental health.

METHODS

The study recruited patients receiving buprenorphine treatment in a primary care setting across five community health centers with their SP (N = 100 dyads). SP participants were randomly assigned to receive usual care (UC) or the eINSPIRE intervention. We interviewed Patients and SPs at baseline and three months later. The study collected patient buprenorphine retention data from the electronic medical record three months post-baseline.

RESULTS

About 88 % (656/742) of potentially eligible patients were able to nominate a SP and 69 % (100/145) of nominated SPs were eligible and consented to the study. eINSPIRE groups had low reach (25 % of SPs attended), but high exposure (M = 7 of 10 sessions attended) and acceptability (classes helped them with their patient's OUD). The proportion of eINSPIRE patients (68 %) and UC patients (53 %) retained on buprenorphine at follow-up were similar (p = 0.203). SPs in both conditions reported similar reductions in their depression, anxiety, and impairment symptoms.

CONCLUSIONS

Preliminary data suggest that eINSPIRE groups may not be feasible in primary care without further adaptations for this population. A future study with a larger sample size is needed to elucidate the observed distribution differences in buprenorphine retention. Future research should also explore methods to reduce barriers to SP session attendance to improve the reach of this evidence-based intervention.

Multidimensional Family Therapy for Justice-Involved Young Adults with Substance Use Disorders

The present study explored the acceptability, feasibility, fidelity, and outcomes of a young adult adaptation of multidimensional family therapy (MDFT), an evidence-based family treatment originally developed for adolescents. Participants included 22 individuals between the ages of 19 to 25 who were enrolled in a criminal drug court program. MDFT was found to be feasible and was delivered with strong fidelity to young adults and their families. Participants reported high satisfaction with MDFT, and 95% completed treatment. Analyses revealed statistically significant decreases in substance use on all indicators from baseline to the 6-month follow-up. Significant improvements were also noted in vocational functioning, including a 73% increase in full-time employment from baseline to 6-month follow-up. Criminal justice outcomes included a significant decrease in legal risk, and 86% of study participants had no rearrests from baseline through the 18-month follow-up period. The article concludes with recommendations for implementing family-based interventions with young adults, as well as future research directions in this important area.

Technology Access and Perceptions of Telehealth Services Among Young Adults Involved in the Court System

PURPOSE

This study examined access to technology and telehealth among young adults (ages 18-24) who were court-involved and were recruited from an alternative sentencing program in New York City.

METHODS

Using sequential mixed methods design, we examined demographic factors linked with access to technology and perceived usefulness of the Internet among n = 321 young adults who were court-involved (75% male, 65% African American, 35% Latinx). We then conducted in-depth interviews with 27 young adults to elicit first-person account of their access to, interest in, and experience with technology and telehealth.

RESULTS

Although most participants had access to a phone with a data plan, a substantial proportion reported inconsistent access to the technology critical to telehealth. Certain young adults were more likely to lack consistent access to the technology needed for telehealth, including Black young adults, males, those with less than a high school diploma, those with a history of homelessness, and those who had difficulties paying for basic necessities. Qualitative interviews revealed that most had a strong self-efficacy using technology, while distrust of technology, inexperience with and skepticism of telehealth, low perceived need for care, and medical mistrust were common significant barriers in this underserved population.

DISCUSSION

Findings underscored the critical need to address medical mistrust and increase access to and utilization of care among young adults who are court-involved. Results can inform the development and implementation of interventions designed to improve accessibility and acceptability of telehealth.

Relationship-Oriented Recovery System for Youth (RORSY): Clinical Protocol for Transition-Age Youth with Opioid Use Disorders

This article introduces the Relationship-Oriented Recovery System for Youth (RORSY) protocol, which is designed to increase uptake of Medications for Opioid Use Disorder (MOUD) and related services among adolescents and young adults. Youth exhibit alarmingly poor rates of MOUD initiation and adherence, OUD services involvement and long-term recovery success. RORSY attends to three developmentally unique recovery needs of this age group: assess and bolster youth recovery capital, prioritize involvement of concerned significant others, and use digital direct-to-consumer recovery supports. RORSY contains five evidence-informed intervention modules that can be flexibly tailored to meet the individual and relationship needs of a given youth: Relational Orientation, Youth Recovery Management Planning, Relational Recovery Management Planning, Relationship Skills Building, and Digital Recovery Support Planning. The article concludes with practice and policy recommendations for making relationship-building a top clinical priority for addressing youth OUD.

Using Machine Learning of Online Expression to Explain Recovery Trajectories: Content Analytic Approach to Studying a Substance Use Disorder Forum

BACKGROUND

Smartphone-based apps are increasingly used to prevent relapse among those with substance use disorders (SUDs). These systems collect a wealth of data from participants, including the content of messages exchanged in peer-to-peer support forums. How individuals self-disclose and exchange social support in these forums may provide insight into their recovery course, but a manual review of a large corpus of text by human coders is inefficient.

OBJECTIVE

The study sought to evaluate the feasibility of applying supervised machine learning (ML) to perform large-scale content analysis of an online peer-to-peer discussion forum. Machine-coded data were also used to understand how communication styles relate to writers' substance use and well-being outcomes.

METHODS

Data were collected from a smartphone app that connects patients with SUDs to online peer support via a discussion forum. Overall, 268 adult patients with SUD diagnoses were recruited from 3 federally qualified health centers in the United States beginning in 2014. Two waves of survey data were collected to measure demographic characteristics and study outcomes: at baseline (before accessing the app) and after 6 months of using the app. Messages were downloaded from the peer-to-peer forum and subjected to manual content analysis. These data were used to train supervised ML algorithms using features extracted from the Linguistic Inquiry and Word Count (LIWC) system to automatically identify the types of expression relevant to peer-to-peer support. Regression analyses examined how each expression type was associated with recovery outcomes.

RESULTS

Our manual content analysis identified 7 expression types relevant to the recovery process (emotional support, informational support, negative affect, change talk, insightful disclosure, gratitude, and universality disclosure). Over 6 months of app use, 86.2% (231/268) of participants posted on the app's support forum. Of these participants, 93.5% (216/231) posted at least 1 message in the content categories of interest, generating 10,503 messages. Supervised ML algorithms were trained on the hand-coded data, achieving F1-scores ranging from 0.57 to 0.85. Regression analyses revealed that a greater proportion of the messages giving emotional support to peers was related to reduced substance use. For self-disclosure, a greater proportion of the messages expressing universality was related to improved quality of life, whereas a greater proportion of the negative affect expressions was negatively related to quality of life and mood.

CONCLUSIONS

This study highlights a method of natural language processing with potential to provide real-time insights into peer-to-peer communication dynamics. First, we found that our ML approach allowed for large-scale content coding while retaining moderate-to-high levels of accuracy. Second, individuals' expression styles were associated with recovery outcomes. The expression types of emotional support, universality disclosure, and negative affect were significantly related to recovery outcomes, and attending to these dynamics may be important for appropriate intervention.

Launching Relationship-Oriented Behavioral Services for Youth Opioid Use Disorder: Innovations in Medication Decision-Making and Adherence Planning

This article presents behavioral interventions designed to enhance uptake and retention on medication for opioid use disorder (MOUD) among transition-age youth (16-25 years) enrolled in treatment services. The article describes three relationship-oriented interventions designed to address barriers to MOUD uptake, enhance MOUD adherence planning, and strengthen OUD recovery among youth: Relational Orientation; Medication Education and Decision-making Support, and Family Leadership and Ownership of Adherence to Treatment. These interventions are inter-connected can be delivered flexibly. The article concludes with three case examples that illustrate how these modular interventions can be tailored to meet the needs of diverse client profiles.

The comparative effectiveness of Core versus Core+Enhanced implementation strategies in a randomized controlled trial to improve substance use treatment receipt among justice-involved youth

BACKGROUND

Most justice-involved youth are supervised in community settings, where assessment and linkage to substance use (SU) treatment services are inconsistent and fragmented. Only 1/3 of youth with an identified SU need receive a treatment referral and even fewer initiate services. Thus, improving identification and linkage to treatment requires coordination across juvenile justice (JJ) and behavioral health (BH) agencies. The current study examines the comparative effectiveness of two bundled implementation intervention strategies for improving SU treatment initiation, engagement, and continuing care among justice-involved youth supervised in community settings. Exploration, Preparation, Implementation, Sustainment (EPIS) served as the conceptual framework for study design and selection/timing of implementation intervention components, and the BH Services Cascade served as the conceptual and measurement framework for identifying and addressing gaps in service receipt.

METHODS

Part of a larger Juvenile-Justice Translational Research on Interventions for Adolescents in the Legal System (JJ-TRIALS) Cooperative, this study involved a multisite, cluster-randomized control trial where sites were paired then randomly assigned to receive Core (training teams on the BH Services Cascade and data-driven decision making; supporting goal selection) or Core+Enhanced (external facilitation of implementation teams) intervention components. Youth service records were collected from 20 JJ community supervision agencies (in five states) across five study phases (baseline, pre-randomization, early experiment, late experiment, maintenance). Implementation teams comprised of JJ and BH staff collaboratively identified goals along the BH Cascade and used data-driven decision-making to implement change.

RESULTS

Results suggest that Core intervention components were effective at increasing service receipt over time relative to baseline, but differences between Core and Core+Enhanced conditions were non-significant. Time to service initiation was shorter among Core+Enhanced sites, and deeper Cascade penetration occurred when external facilitation (of implementation teams) was provided. Wide variation existed in the degree and nature of change across service systems.

CONCLUSIONS

Findings demonstrate the criticality of early EPIS phases, demonstrating that strategies provided during the formative exploration and preparation phases produced some improvement in service receipt, whereas implementation-focused activities produced incremental improvement in moving youth farther along the Cascade.

Coronavirus disease pandemic and adolescent substance use

PURPOSE OF REVIEW

Substance use is common in adolescence and has distinct developmental, cognitive, and health consequences. Over the last 2 years, the coronavirus disease 2019 pandemic has isolated adolescents, disrupted typical developmental milestones, and caused pervasive stress and anxiety. Healthcare providers can help by recognizing and addressing these effects on adolescent mental health and substance use. This update reviews the immediate effects of the pandemic on adolescent substance use, potential future implications, and opportunities to use new strategies to improve care for adolescents with problematic use.

RECENT FINDINGS

Initial findings suggest that fewer teens started using substances during the pandemic. This was likely influenced by stay at home orders that reduced opportunities for social use. However, increased time at home was not beneficial for all adolescents. Furthermore, adolescents who used substances prepandemic, experienced material hardship, or reported higher pandemic-related stress tended to intensify substance use during this time.

SUMMARY

The adverse effects of pandemic isolation, anxiety, and developmental disruption will likely have consequences for adolescent substance use for many years to come. To comprehensively address adolescent health, healthcare providers can be sensitive to these realities and use existing screening and brief intervention strategies to address use. Innovative telehealth strategies that allow for the expansion of substance use treatment offer promising opportunities to improve care for adolescents with substance use disorder.