Evidence map›Paper›PMID 35841043›Full record

ArticleImplementation science : IS2022

Study protocol for a type III hybrid effectiveness-implementation trial to evaluate scaling interoperable clinical decision support for patient-centered chronic pain management in primary care.

Ramzi G Salloum, Lori Bilello, Jiang Bian, Julie Diiulio, Laura Gonzalez Paz, Matthew J Gurka, Maria Gutierrez, Robert W Hurley, Ross E Jones, Francisco Martinez-Wittinghan and 10 more

Registry-linked trialOpen access · goldAbstract readClinical Trial Protocol
In one paragraph

Article in Implementation science : IS, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05256394 (Scaling Interoperable Clinical Decision Support for Patient-Centered Chronic Pain Care), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.8field-weighted citation impact, top 6% of its field
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.

NCT05256394 nacompletednot on this mapstarted 2025, after this paper: background citation

Scaling Interoperable Clinical Decision Support for Patient-Centered Chronic Pain Care

TypeinterventionalSponsorUniversity of FloridaRan2025 to 2025Enrolled39ConditionsChronic Pain, Opioid Use, Musculoskeletal PainArmsPain Manager + tailored implementation support
3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 12 citations in OpenAlex.

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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

20 authors at 5 institutions in 1 country.

Ramzi G SalloumDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA.ORCID 0000-0002-8139-2418
Lori BilelloDepartment of Medicine, University of Florida College of Medicine, Jacksonville, FL, USA.
Jiang BianDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA.
Julie DiiulioApplied Decision Science, Cincinnati, OH, USA.
Laura Gonzalez PazDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA.
Matthew J GurkaDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA.
Maria GutierrezDepartment of Medicine, University of Florida College of Medicine, Jacksonville, FL, USA.
Robert W HurleyDepartment of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Ross E JonesDepartment of Community Health and Family Medicine, University of Florida College of Medicine, Jacksonville, FL, USA.
Francisco Martinez-WittinghanDepartment of Community Health and Family Medicine, University of Florida College of Medicine, Jacksonville, FL, USA.
Laura MarcialRTI International, Research Triangle Park, NC, USA.
Ghania MasriDepartment of Medicine, University of Florida College of Medicine, Jacksonville, FL, USA.
Cara McDonnellDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA.
Laura G MilitelloApplied Decision Science, Cincinnati, OH, USA.
François ModaveDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA.
Khoa NguyenDepartment of Pharmacotherapy and Translational Research, University of Florida College of Pharmacy, Gainesville, FL, USA.
Bryn RhodesAlphora, Orem, UT, USA.
Kendra SilerCommunityHealth IT, Kennedy Space Center, Merritt Island, FL, USA.
David WillisCommunityHealth IT, Kennedy Space Center, Merritt Island, FL, USA.
Christopher A HarleDepartment of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, 2004 Mowry Road, Gainesville, FL, 32610, USA. charle@ufl.edu.
University of Florida · USApplied Decision Science (United States) · USKennedy Space Center · USRTI International · USWake Forest University · US

Funding

Scaling Interoperable Clinical Decision Support for Patient-Centered Chronic Pain CareR18HS028584 · AHRQ · UNIVERSITY OF FLORIDA · PI HARLE, CHRISTOPHER ALBERT, SALLOUM, RAMZI GEORGE · 2021 to 2023
$3.0M
AHRQ HHS R18 HS028584
6 · The paper itself

Abstract

backgroundThe US continues to face public health crises related to both chronic pain and opioid overdoses. Thirty percent of Americans suffer from chronic noncancer pain at an estimated yearly cost of over $600 billion. Most patients with chronic pain turn to primary care clinicians who must choose from myriad treatment options based on relative risks and benefits, patient history, available resources, symptoms, and goals. Recently, with attention to opioid-related risks, prescribing has declined. However, clinical experts have countered with concerns that some patients for whom opioid-related benefits outweigh risks may be inappropriately discontinued from opioids. Unfortunately, primary care clinicians lack usable tools to help them partner with their patients in choosing pain treatment options that best balance risks and benefits in the context of patient history, resources, symptoms, and goals. Thus, primary care clinicians and patients would benefit from patient-centered clinical decision support (CDS) for this shared decision-making process.

methodsThe objective of this 3-year project is to study the adaptation and implementation of an existing interoperable CDS tool for pain treatment shared decision making, with tailored implementation support, in new clinical settings in the OneFlorida Clinical Research Consortium. Our central hypothesis is that tailored implementation support will increase CDS adoption and shared decision making. We further hypothesize that increases in shared decision making will lead to improved patient outcomes, specifically pain and physical function. The CDS implementation will be guided by the Exploration, Preparation, Implementation, Sustainment (EPIS) framework. The evaluation will be organized by the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. We will adapt and tailor PainManager, an open source interoperable CDS tool, for implementation in primary care clinics affiliated with the OneFlorida Clinical Research Consortium. We will evaluate the effect of tailored implementation support on PainManager's adoption for pain treatment shared decision making. This evaluation will establish the feasibility and obtain preliminary data in preparation for a multi-site pragmatic trial targeting the effectiveness of PainManager and tailored implementation support on shared decision making and patient-reported pain and physical function. DISCUSSION: This research will generate evidence on strategies for implementing interoperable CDS in new clinical settings across different types of electronic health records (EHRs). The study will also inform tailored implementation strategies to be further tested in a subsequent hybrid effectiveness-implementation trial. Together, these efforts will lead to important new technology and evidence that patients, clinicians, and health systems can use to improve care for millions of Americans who suffer from pain and other chronic conditions.

trial registrationClinicalTrials.gov, NCT05256394 , Registered 25 February 2022.

Indexed as

Chronic PainDecision Support Systems, ClinicalAnalgesics, OpioidHumansPain ManagementPatient-Centered CarePragmatic Clinical Trials as TopicPrimary Health CareAnalgesics, Opioid

Identifiers

PMID35841043
PMCPMC9287973
OpenAlexW4285491952

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.