Evidence map›Paper›PMID 40837074›Full record

ArticleFrontiers in health services2025

Organizational readiness for implementing clinical decision support tools in chronic pain care: a mixed methods evaluation.

Miranda J Reid, Jyotsna Gutta, Katy Ellis Hilts, Magda Knight, Julie DiIulio, Lori Bilello, Mario El Hayek, Khoa A Nguyen, Christopher A Harle, Ramzi G Salloum

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Article in Frontiers in health services, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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

10 authors.

Miranda J ReidHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States.
Jyotsna GuttaHealth Policy and Management, Indiana University, Indianapolis, IN, United States.
Katy Ellis HiltsHealth Policy and Management, Indiana University, Indianapolis, IN, United States.
Magda KnightHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States.
Julie DiIulioApplied Decision Science, Cincinnati, OH, United States.
Lori BilelloHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States.
Mario El HayekHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States.
Khoa A NguyenHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States.
Christopher A HarleHealth Policy and Management, Indiana University, Indianapolis, IN, United States.
Ramzi G SalloumHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Clinical decision support (CDS) tools have the potential to enhance treatment outcomes in chronic pain care, yet their successful implementation depends on the readiness of both providers and clinical staff. The purpose of this study was to assess the readiness for a CDS tool and identify implementation strategies. Methods: A mixed methods approach combined Organizational Readiness for Implementing Change (ORIC) surveys ( Results: Both the ORIC surveys and semi-structured interviews revealed high perceived organizational readiness for implementation across clinics and roles. There was variation in change efficacy, commitment to change, and overall readiness by clinics ( Discussion: The study highlights the benefits of a mixed methods approach to assessing the readiness. Variation in ORIC scores can help target support resources to clinics and roles with lower perceived readiness. Interviews provide an essential opportunity to identify local barriers and acceptable implementation strategies to build stakeholder support. Combined, these approaches allow for a holistic approach to inform tailored implementation support.

Indexed as

chronic painclinical decision supportimplementation sciencemixed methodsorganizational readiness

Identifiers

PMID40837074
PMCPMC12361197

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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.