Evidence map›Paper›PMID 38258323›Full record

ArticleJournal of telemedicine and telecare2025

Referral of patients from rural primary care clinics to telemedicine vendors for opioid use disorder treatment: A mixed-methods study.

Chunqing Lin, Yuhui Zhu, Larissa J Mooney, Allison Ober, Sarah E Clingan, Laura-Mae Baldwin, Stacy Calhoun, Yih-Ing Hser

Abstract read
In one paragraph

Article in Journal of telemedicine and telecare, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Chunqing LinDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.ORCID 0000-0003-3158-0020
Yuhui ZhuDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.
Larissa J MooneyDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.
Allison OberRAND Corporation, Santa Monica, CA, USA.
Sarah E ClinganDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.
Laura-Mae BaldwinDepartment of Family Medicine, University of Washington, Seattle, WA, USA.
Stacy CalhounDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.
Yih-Ing HserDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.

Funding

UCLA Rapid, Relevant, Rigorous Implementation Science HubP30MH058107 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Sung-Jae Lee · 1997 to 2026
$53.5M
Greater Southern California Node of the Clinical Trials NetworkUG1DA049435 · NIDA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI YIH-ING HSER · 2019 to 2026
$16.7M
NIDA NIH HHS UG1 DA049435NIMH NIH HHS P30 MH058107
6 · The paper itself

Abstract

IntroductionRural primary care clinics can expand their medication treatment for opioid use disorder (MOUD) capacity by coordinating care with external telemedicine (TM) vendors specializing in addiction medicine. This study used mixed methods to identify factors that influence patient referrals from rural primary care clinics to TM vendors for MOUD.MethodsBetween July/August 2020 and January/February 2021, 582 patients with OUD were identified across six primary care sites; that included 68 referred to an external TM vendor to receive MOUD. Mixed effects logistic regression identified individual and site-level factors associated with being referred to the TM vendor. Clinic providers and staff participated in in-depth interviews and focus groups to discuss their considerations for referring patients to the TM vendor.ResultsPatient referrals were positively associated with local household broadband coverage (OR = 2.55, p < 0.001) and negatively associated with local population density (OR = 0.01, p  =  0.003) and the number of buprenorphine prescribers in the county (OR = 0.85, p < 0.001). Clinic personnel expressed appreciation for psychiatric expertise and the flexibility to access MOUD brought by the TM vendor. Perceived concerns about TM referral included a lack of trust with external providers, uncertainty about TM service quality, workflow delays, and patients' technological and insurance challenges.ConclusionThis study revealed several clinic-level factors that may potentially influence patient referral to TM vendor services for MOUD. To facilitate the referral process and utilization of TM vendors, efforts should be made to foster open communication and trust between clinic providers and TM vendors, streamline workflows, and improve Internet access for patients.

Indexed as

Opiate Substitution TreatmentOpioid-Related DisordersPrimary Health CareReferral and ConsultationRural Health ServicesTelemedicineAdultBuprenorphineFemaleFocus GroupsHumansMaleMiddle AgedRural PopulationBuprenorphinemixed methodsopioid use disorderprimary carerural areasTelemedicine

Identifiers

PMID38258323
PMCPMC11416800

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Registered trials

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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.