Evidence map›Paper›PMID 41583900›Full record

ArticlePerspectives on medical education2026

Collaborative Micro-Practices of Expert Healthcare Dyads: Implications for Medical Education.

Katie Walker, Maryam Asoodar, Michael Meguerdichian, Michaela Kolbe, Jenny Rudolph, Pim Teunissen

Abstract read
In one paragraph

Article in Perspectives on medical education, 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

6 authors.

Katie WalkerSchool of Health Professions Education, Maastricht University, Australia.ORCID 0000-0003-2107-8061
Maryam AsoodarFaculty, School of Health Professions Education, Maastricht University, Maastricht, Netherlands.ORCID 0000-0001-6044-6790
Michael MeguerdichianSimulation, NYC Health+Hospitals, New York City, New York, USA.ORCID 0000-0003-1107-8666
Michaela KolbeSimulation Center, University Hospital Zurich, Switzerland.ORCID 0000-0001-6654-6370
Jenny RudolphCenter for Medical Simulation, Boston, USA.ORCID 0000-0003-1933-7650
Pim TeunissenSchool of Health Professions Education, Maastricht University, Maastricht, Netherlands.ORCID 0000-0002-0930-0048

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Despite widespread investment in teamwork training, coordination failures persist in acute healthcare environments. Traditional team-based education tends to focus on large teams or isolated technical skills, often overlooking the smallest and arguably most critical unit of collaboration: the healthcare dyad. This study explored how expert healthcare dyads; two individuals working closely in high-stakes clinical settings developed and sustained collaborative expertise. Furthermore, we considered how their practices might have an impact on health professions education. Methods: We conducted a limited realist-perspective study comprising 10 semi-structured dyadic interviews (20 participants) of expert healthcare dyads in acute care settings. Participants were purposively sampled. Using template analysis, we began with a preliminary coding template based on relational coordination and distributed cognition, then iteratively revised it. We undertook deductive indexing using the template, followed by open coding of uncaptured data. Codes were charted, and our analytical framework constructed by clustering themes, and refining relationships. Interpretation was theory driven. Results: Using template analysis, we identified four core collaborative strategies: connectedness, situation awareness, physical communication, and reflective practice, all embedded in a foundation of trust. From these findings, we developed the Expert Dyad Framework (EDF), which characterizes relational and cognitive behaviors, comprising of collaborative micro-practices, essential to high-functioning clinical partnerships. Discussion: The expert dyad framework contributes a practice-informed conceptual tool for educators, highlighting dyadic collaboration as a developmental target for those conducting health professions' education. This study extends existing models of teamwork by focusing on the micro-interactions that underpin team performance.

Indexed as

Cooperative BehaviorEducation, MedicalPatient Care TeamFemaleGroup DynamicsHumansInterprofessional RelationsInterviews as TopicQualitative Research

Identifiers

PMID41583900
PMCPMC12829451

What OpenQuestion holds

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LicenceCC BY
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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.