Evidence map›Paper›PMID 42251416›Full record

ArticleImplementation science communications2026

Assessing PRISM context domains and RE-AIM outcomes: data from use of the iterative PRISM webtool.

Russell E Glasgow, Bryan S Ford, Jun Ying, Carlos Rodriguez, Borsika A Rabin, Katy E Trinkley

Abstract read
In one paragraph

Article in Implementation science communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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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.

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

5 · Who and what money

Authors and funding

6 authors.

Russell E GlasgowDepartment of Family Medicine, University of Colorado Anschutz, 12631 E 17th Ave, Aurora, CO, 80045, USA. russell.glasgow@cuanschutz.edu.ORCID http://orcid.org/0000-0003-4218-3231
Bryan S FordAdult and Child Center for Outcomes Research and Delivery Science, University of Colorado Anschutz, 1890 North Revere Court Ste P12-3200, Aurora, CO, 80045, USA.
Jun YingDepartment of Family Medicine, University of Colorado Anschutz, 12631 E 17th Ave, Aurora, CO, 80045, USA.
Carlos RodriguezDepartment of Family Medicine, University of Colorado Anschutz, 12631 E 17th Ave, Aurora, CO, 80045, USA.
Borsika A RabinHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, Gilman Dr, La Jolla, CA, 9500, USA.
Katy E TrinkleyDepartment of Family Medicine, University of Colorado Anschutz, 12631 E 17th Ave, Aurora, CO, 80045, USA.

Funding

Personalizing Clinical Decision Support for Heart Failure Treatment to Clinicians' NeedsK23HL161352 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI Katy E Trinkley · 2022 to 2026
$869k
NHLBI NIH HHS K23 HL161352
6 · The paper itself

Abstract

backgroundUse of an implementation science (IS) theory, model, or framework (TMF) is one of the hallmarks of a well-executed IS study. Although TMFs are frequently used in IS studies, the TMFs themselves are seldom evaluated. Understanding the relationships between the constructs within an IS TMF and their effect on the implementation and effectiveness outcomes can help to refine the TMF, advance IS and assist implementers.

methodsWe evaluated several hypotheses pertinent to the context domains and Reach, Effectiveness Adoption, Implementation, and Maintenance (RE-AIM) outcomes from the Practical, Robust Implementation and Sustainability Framework (PRISM). Data for these evaluations emerged from the use of the Iterative PRISM (iPRISM) webtool, which includes 21 assessment questions that operationalize PRISM context and outcomes constructs. We tested 11 'a priori' hypotheses including relationships within and between different framework constructs and considered whether some of the webtool's assessment questions could be refined or changed to make the assessment more pragmatic and helpful.

resultsA total of 348 clinical, community, and public health respondents completed the iPRISM survey using the publicly available webtool. They reported on projects from a wide variety of clinical, community, and public health settings; in English and Spanish; and in different project phases. Seven of the 11 hypotheses were fully or partially supported (e.g. that ratings for Maintenance would be lower than other RE-AIM outcomes). One exception was that the hypothesis that the correlation between Reach and Effectiveness would be the lowest among RE-AIM outcomes was not supported. As hypothesized, scores on the equity items on the various RE-AIM dimensions (e.g. Reach) were consistently lower than general ratings for that dimension. Fewer of the hypotheses about the PRISM context items were supported, possibly due to there being only one item per contextual domain.

conclusionsThe webtool questions provide a standardized way to operationalize PRISM constructs and initial norms for different items. Future research, including qualitative evaluation, is needed to replicate, explore, and understand the complex relationships found within RE-AIM outcomes, within PRISM context domains, and between PRISM context ratings and RE-AIM outcomes.

Indexed as

ContextImplementation frameworkImplementation outcomesPRISMRE-AIMSurvey

Identifiers

PMID42251416
PMCPMC13465186

What OpenQuestion holds

Textmetadata
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Registered trials

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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.