ArticleJMIR formative research2025
The Development of a Patient-Centered Digital Health Care Technology for Young Adults in Opioid Use Disorder Treatment: Qualitative Study.
Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Young adults, defined as individuals between the ages of 18 and 29 years, drop out of opioid use disorder (OUD) treatment more often than older adults. Premature treatment drop-out substantially increases fatal overdose risk. Self-monitoring through text messaging has been researched extensively among people with OUD to identify drop-out risk factors. Self-monitoring could potentially improve methadone treatment engagement among young adults, who are a population that is both hard to reach and more likely to use technology compared to older adults. Self-monitoring can increase risk factor awareness and help patients and counselors develop targeted coping strategies and treatment plans. However, embedding a discussion of risk factor information into existing counseling sessions has been limited and may offer a promising opportunity to improve engagement among young adults. Objective: This pilot proof-of-concept study examined the implementation of self-monitoring intervention, AWARE (Awareness and Response to the Environment), designed to bring attention to treatment drop-out risk factors among young adults and create discussion about risk factors with their existing treatment counselor. Methods: In this formative research, a convenience sample (N=8) of young adults (n=3, 38%) in methadone treatment, their counselors (n=3, 38%), and clinic leadership (n=2, 25%) were recruited from an opioid treatment program after referral from treatment staff. Participants were interviewed to obtain feedback as AWARE was developed. In semistructured interviews, perspectives regarding barriers to treatment for young adults and AWARE utility were obtained. Concurrently, 3 dyads of young adults (n=3, 38%) and counselors (n=3, 38%) piloted the intervention daily for 4 weeks. Results: The 3 consented young adults with OUD participants (n=2, 67% female; n=2, 67% Latino/a) were sent daily surveys for 28 days (53% overall completion rate). Young adults and counselors found AWARE relevant to their treatment experience and acceptable to complete over 4 weeks. The most reported daily stressors included concerns about the health and well-being of a family member, challenges with staying organized, and feeling overwhelmed by responsibilities without adequate support. In qualitative interviews, counselors and clinic leadership reported that AWARE presented a relevant, new way to engage young adults daily, in addition to weekly counseling sessions. Young adults felt that prompts sent by AWARE offered a type of social support they lacked, like "someone checking in on them." Conclusions: Overall, young adult and counselor participants were able to engage in AWARE in a busy clinic environment, and participants and clinic leadership found it valuable. By addressing common stressors and providing a sense of social connection, AWARE may help fill a gap in support between counseling sessions. However, the study was limited by the small number of young adults engaging in methadone treatment. Further research is needed to refine the measures and methods of AWARE and evaluate its effectiveness.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.