Evidence mapPaperPMID 41005181Full record

ArticleDrug and alcohol dependence2025

Preferences for clinical trial participation among people who use drugs in rural Oregon and Appalachian Ohio.

Kathryn E Lancaster, Caroline W Koudelka, Miriam R Elman, Madison N Enderle, Sarann Bielavitz, Angela T Estadt, Ryan R Cook, P Todd Korthuis, April M Young

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 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

9 authors.

Kathryn E LancasterDepartment of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, United States. Electronic address: klancast@wakehealth.edu.
Caroline W KoudelkaSchool of Public Health, Oregon Health & Science University, Portland, OR, United States. Electronic address: wallacca@ohsu.edu.
Miriam R ElmanSchool of Public Health, Oregon Health & Science University, Portland, OR, United States. Electronic address: elmanm@ohsu.edu.
Madison N EnderleDepartment of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, United States. Electronic address: menderle@wakehealth.edu.
Sarann BielavitzSchool of Public Health, Oregon Health & Science University, Portland, OR, United States. Electronic address: bielavit@ohsu.edu.
Angela T EstadtDivision of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, United States. Electronic address: estadt.24@osu.edu.
Ryan R CookDepartment of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, OR, United States. Electronic address: cookry@ohsu.edu.
P Todd KorthuisDepartment of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, OR, United States. Electronic address: korthuis@ohsu.edu.
April M YoungDepartment of Epidemiology and Environmental Health, College of Public Health, University of Kentucky, Lexington, KY, United States. Electronic address: april.young@uky.edu.

Funding

Western States Node of the National Drug Abuse Treatment Clinical Trials Network (TMS for CUD) UG1DA015815 · OREGON HEALTH & SCIENCE UNIVERSITY · 2025 to 2025
$2.7M
Peer-based Retention of people who Use Drugs in Rural Research (PROUD-R2)U01TR002631 · NCATS · OREGON HEALTH & SCIENCE UNIVERSITY · PI Philip Todd Korthuis, April Marie Young · 2023 to 2023
$937k
The role of injection partnerships and preferences for reducing HCV risk: Giving a voice to young women in rural AppalachiaK01DA048174 · NIDA · OHIO STATE UNIVERSITY · PI Kathryn Elizabeth Lancaster · 2022 to 2023
$190k
NCATS NIH HHS U01 TR002631NIDA NIH HHS F31 DA054752NIDA NIH HHS K01 DA048174NIDA NIH HHS R21 DA053708NIDA NIH HHS R36 DA060059NIDA NIH HHS UG1 DA015815NIDA NIH HHS UG3 DA044798NIDA NIH HHS UG3 DA044831NIDA NIH HHS UH3 DA044798NIDA NIH HHS UH3 DA044831
6 · The paper itself

Abstract

backgroundRural communities in the United States face significant challenges in participating in clinical trials, despite being heavily impacted by opioid and injection drug use epidemics. Barriers such as transportation, stigma, and limited resources often deter rural people who use drugs (PWUD) from engaging in research. Discrete choice experiments (DCEs) can help identify trial design features that support participation by eliciting participant preferences.

methodsWe selected DCE attributes and attribute levels through literature review and qualitative interviews. Peer-based Retention of People who Use Drugs in Rural Research (PROUD-R

resultsOverall, 478 participants completed the DCE and most (71 %; n = 337) were from Oregon. The majority were male (63 %; n = 299) and were white (85 %; n = 404). Overall, transportation support, particularly travel reimbursement (preference weight=0.87; p < 0.01; relative utility versus videochat=1.15), was the most valued feature for clinical trial participation. Participants also preferred shorter appointments (relative utility of 1-hour versus 3-hour=0.44) and evening over morning appointments (relative utility=0.29).

conclusionsRural PWUD preferences underscore the need to redesign clinical trial protocols with equity and feasibility at the forefront. Direct transportation support emerged as the top priority, reflecting how rural poverty and isolation limit access. Preferences for shorter and later-day appointments suggest a need for low-burden, flexible scheduling. Incorporating participant-centered features can improve trust, enrollment, and retention, ensuring rural PWUD are included in research that addresses their needs.

Indexed as

Clinical trialDiscrete choice experimentRecruitmentRetentionRuralSubstance use

Identifiers

PMID41005181
PMCPMC12940545

What Socratic holds

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Registered trials

None linked

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 Socratic graph.