Evidence map›Paper›PMID 41723468›Full record

ArticleImplementation science : IS2026

The HEALing Measurement Center: a stepped wedge cluster randomized study protocol to enhance opioid use disorder recovery through measurement based care.

Renee M Cloutier, Arnie Aldridge, Ani Lessley, David Loveland, Rebekah Sedlock, Kelli Scott

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in Implementation science : IS, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06965010 (Hybrid Clinical Effectiveness Trial Type II of Measurement Based Care in Opioid Treatment Programs), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

NCT06965010 naenrolling by invitationnot on this map

Hybrid Clinical Effectiveness Trial Type II of Measurement Based Care in Opioid Treatment Programs

TypeinterventionalSponsorUniversity of PittsburghRan2025 to 2028Enrolled3,650ConditionsOpioid Use DisorderArmsMeasurement-based care, Measurement As Usual
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Renee M CloutierSchool of Medicine, University of Pittsburgh, Center for Health Services Research, Pittsburgh, PA, 15206, USA.
Arnie AldridgeRTI International, Research Triangle Park, Durham, NC, 27709, USA.
Ani LessleyCenter for Dissemination and Implementation Science, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
David LovelandHaymarket Center, Chicago, IL, 60607, USA.
Rebekah SedlockCommunity Care Behavioral Health Organization (CCBH), UPMC Insurance Services Division, Pittsburgh, PA, 15219, USA.
Kelli ScottCenter for Dissemination and Implementation Science, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. kelli.scott@northwestern.edu.

Funding

HEALing Measurement Center: Enhancing Opioid Use Disorder Recovery through Measurement Based CareRM1DA059395 · NIDA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Arnie Paul Aldridge, Renee M Cloutier · 2023 to 2026
$6.3M
NIDA NIH HHS RM1DA059395
6 · The paper itself

Abstract

backgroundOpioid use disorder (OUD) remains a critical public health crisis across the United States. To address this challenge, the HEALing Measurement Center, funded by the National Institutes of Health (NIH) Helping to End Addiction Long-term (HEAL) Initiative, aims to enhance the quality, equity, and sustainment of care delivered in Pennsylvania opioid treatment programs (OTPs) through the implementation of measurement-based care (MBC). This initiative leverages interdisciplinary collaboration among academic researchers, state and community partners, payers, and OTP providers to address critical gaps in OUD treatment and implementation science.

methodsThree research projects were designed to address immediate implementation support needs expressed by community partners while simultaneously meeting critical research gaps. Research Project 1 develops an MBC implementation blueprint co-designed with key constituents to address barriers such as paperwork burden and facilitate technical assistance and learning networks. Research Project 2 evaluates the effectiveness and implementation of an enhanced MBC implementation strategy (MBC +) compared to measurement implementation as usual (MAU) through a hybrid type 2 stepped-wedge effectiveness-implementation trial. Research Project 3 focuses on the clinical impact of MBC + on patients with OUD and co-occurring mental health conditions, exploring mechanisms underlying treatment success. DISCUSSION: This protocol provides an overview of the research design as well as the unique community partnerships leveraged to enhance MBC implementation. Overall, the projects within the HEALing Measurement Center aim to establish a foundation for future MBC scale-up and sustainment across Pennsylvania, provide learnings that can inform other implementation efforts, and enhance the quality of interventions for individuals with OUD.

trial registrationClinicaltrials.gov, NCT06965010, Registered 11 May 2025, https://clinicaltrials.gov/study/NCT06965010 .

Indexed as

Opioid-Related DisordersHumansImplementation ScienceOpiate Substitution TreatmentPennsylvaniaRandomized Controlled Trials as TopicResearch DesignUnited StatesHybrid effectiveness implementation trialMeasurement-based careMedicationsOpioid use disorder

Identifiers

PMID41723468
PMCPMC13040839

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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.