Evidence map›Paper›PMID 42831076›Full record

ArticleAdvances in medical education and practice2026

Transformative Learning Through Implementation: A Realist Case Study of Frostbite Care Protocol Implementation.

Beatrice M Rivera, Jessalyn K Holodinsky, Catherine Patocka

Abstract read
In one paragraph

Article in Advances in medical education and practice, 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
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.

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

3 authors.

Beatrice M RiveraDepartment of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
Jessalyn K HolodinskyDepartment of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0003-1748-5211
Catherine PatockaDepartment of Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0003-4683-5655

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Learning Health Systems (LHS) emphasize continuous improvement through cycles of evidence generation, implementation, and evaluation, yet relatively little attention has been paid to the educational processes through which clinicians and organizations learn during implementation. This study examined how implementation of a frostbite treatment protocol functioned as a process of transformative learning within a LHS. Methods: We conducted a realist case study of implementation of a frostbite treatment protocol across four tertiary-care hospitals within a Canadian health system. Semi-structured realist interviews were conducted with nine interest holders representing six professional groups and analyzed alongside implementation documents, including clinical protocols, electronic health record order sets, and educational materials. Data were analyzed iteratively using Context-Mechanism-Outcome Configurations (CMOCs), which were synthesized into program theories explaining how implementation generated learning and organizational change. Results: Eighty-five CMOCs were synthesized into five program theories describing an iterative learning process through which interest holders: (1) recognized deficiencies in existing frostbite care, (2) overcame organizational barriers, (3) mobilized collective action, (4) institutionalized new clinical practice, and (5) reinforced and sustained transformation through improved patient outcomes. A chance clinical encounter functioned as a disorienting dilemma, challenging assumptions about appropriate frostbite care and motivating change. Trust, professional credibility, multidisciplinary collaboration, and distributed leadership enabled interest holders to reinterpret uncertainty, navigate organizational barriers, and develop new clinical pathways. Rather than occurring before implementation, transformative learning emerged through participation in implementation itself. Improved patient outcomes subsequently reinforced confidence, facilitated dissemination, and stimulated continued organizational learning. Conclusions: This study begins to extend transformative learning beyond formal educational settings by demonstrating how implementation can function as a collective learning process within healthcare organizations. By integrating realist inquiry, transformative learning theory, and LHS, we propose implementation as a mechanism through which clinicians and organizations collectively question assumptions, reinterpret evidence, and sustain system transformation.

Indexed as

learning health systemLHSrealist case studytransformative learning

Identifiers

PMID42831076
PMCPMC13634313

What OpenQuestion holds

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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.