Evidence map›Paper›PMID 38934486›Full record

ArticlePM & R : the journal of injury, function, and rehabilitation2025

Use of the iPRISM webtool in a learning community to assess implementation context and fit of a novel clinical decision support tool for physical therapy triage in acute care hospitals.

Joshua K Johnson, Jennifer L Sullivan, Katy E Trinkley, Brittany Lapin, Sandra Passek, Valerie Asp, Bryan Ford, Borsika A Rabin

Abstract readMulticenter Study
In one paragraph

Article in PM & R : the journal of injury, function, and rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. An introduction to implementation science in rehabilitation medicine.PM & R : the journal of injury, function, and rehabilitation · 2025
    Article
  5. 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.

Joshua K JohnsonDepartment of Physical Medicine and Rehabilitation, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA.ORCID https://orcid.org/0000-0001-7077-232X
Jennifer L SullivanDepartment of Health Services, Policy, & Practice, School of Public Health, Brown University, Providence, Rhode Island, USA.
Katy E TrinkleyDepartment of Family Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
Brittany LapinDepartment of Medicine, Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, Ohio, USA.
Sandra PassekRehabilitation and Sports Therapy, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA.
Valerie AspRehabilitation and Sports Therapy, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA.
Bryan FordAdult and Child Center for Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, Colorado, USA.
Borsika A RabinAdult and Child Center for Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, Colorado, USA.

Funding

LeaRRN: the Learning Health Systems Rehabilitation Research NetworkP2CHD101895 · NICHD · BROWN UNIVERSITY · PI SLAVIN, MARY D · 2020 to 2024
$6.4M
Pragmatic Implementation Science Approaches to Assess and Enhance Value of Cancer Prevention and Control in Rural Primary CareP50CA244688 · NCI · UNIVERSITY OF COLORADO DENVER · PI GLASGOW, RUSSELL E · 2019 to 2023
$4.9M
Personalizing Clinical Decision Support for Heart Failure Treatment to Clinicians' NeedsK23HL161352 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI Katy E Trinkley · 2022 to 2026
$869k
NCI NIH HHS P50 CA244688NHLBI NIH HHS K23 HL161352NIA NIH HHS 1P2CHD101895-01NICHD NIH HHS P2C HD101895
6 · The paper itself

Abstract

backgroundThe iPRISM webtool is an interactive tool designed to aid the process of applying the Practical, Robust Implementation and Sustainability Model (PRISM) for the assessment of and fit with context. A learning community (LC) is a multidisciplinary group of partners addressing a complex problem. Our LC coproduced the Physical TheraPy frEqueNcy Clinical decIsion support tooL (PT-PENCIL) to guide the use of physical therapist services in acute care hospitals.

objectiveTo describe our LC's activities to co-produce the PT-PENCIL, use of the iPRISM webtool to assess its preimplementation context and fit, and develop a multicomponent implementation strategy for the PT-PENCIL.

designA descriptive research design.

settingThree tertiary care hospitals.

participantsThirteen LC partners: six clinical physical therapists, three rehabilitation managers, three researchers, and a bioinformaticist.

interventionsNot applicable. OUTCOME MEASURES: Using the iPRISM webtool, expected fit of the PT-PENCIL was rated 1 (not aligned) to 6 (well aligned) for each PRISM domain and expected reach, effectiveness, adoption, implementation, and maintenance were rated 1 (not likely at all) to 6 (very likely). Discrete implementation strategies were identified from the Expert Recommendations for Implementing Change.

resultsThe process spanned 18 meetings over 8 months. Ten LC partners completed the iPRISM webtool. PRISM domains with the lowest expected alignment were the "implementation and sustainability infrastructure" (mean = 4.7 out of 6; range = 3-6) and the "external environment" (mean = 4.9 of 6; range = 4-6). Adoption was the outcome with the lowest expected likelihood (mean = 4.5 out of 6; range = 1-6). Six discrete implementation strategies were identified and combined into a multicomponent strategy.

conclusionsWithin a LC, we used existing implementation science resources to co-produce a novel clinical decision support tool for acute care physical therapists and develop a strategy for its implementation. Our methodology can be replicated for similar projects given the public availability of each resource used.

Indexed as

Decision Support Systems, ClinicalPhysical Therapy ModalitiesTriageHumansTertiary Care Centers

Identifiers

PMID38934486
PMCPMC11671615

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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 OpenQuestion graph.