Evidence map›Paper›PMID 35241060›Full record

ArticleBMC medical education2022

Creating a better learning environment: a qualitative study uncovering the experiences of Master Adaptive Learners in residency.

Linda Regan, Laura R Hopson, Michael A Gisondi, Jeremy Branzetti

Abstract read
In one paragraph

Article in BMC medical education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Curriculum Innovation:Neurology. Education · 2026
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  16. Learning experiences of adaptive experts: a reflexive thematic analysis.Advances in health sciences education : theory and practice · 2022
    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

4 authors.

Linda ReganDepartment of Emergency Medicine, Johns Hopkins University School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21093, USA. lregan@jhmi.edu.ORCID https://orcid.org/0000-0003-0390-4243
Laura R HopsonDepartment of Emergency Medicine, University of Michigan Medical School, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0003-1745-0836
Michael A GisondiDepartment of Emergency Medicine, Stanford University School of Medicine, Stanford, CA, USA.ORCID https://orcid.org/0000-0002-6800-3932
Jeremy BranzettiDepartment of Emergency Medicine, New York University School of Medicine, New York City, NY, USA.ORCID https://orcid.org/0000-0002-2397-0566

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdaptive expertise is an important physician skill, and the Master Adaptive Learner (MAL) conceptual model describes learner skills and behaviors integral to the acquisition of adaptive expertise. The learning environment is postulated to significantly impact how MALs learn, but it is unclear how these successful learners experience and interact with it. This study sought to understand the authentic experience of MALs within the learning environment and translate those experiences into practical recommendations to improve the learning environment for all trainees.

methodsFollowing a constructivist paradigm, we conducted a thematic analysis of transcripts from focus groups composed of MALs to identify commonalities in experiences and practices of successful postgraduate trainees in the learning environment. Saturation was achieved after seven focus groups, consisting of thirty-eight participants representing fourteen specialties from four institutions. Researchers coded transcripts using constant comparison analysis, which served as the foundation for our thematic analysis.

resultsWe identified eight themes and situated them within a 4-component model of the learning environment. Four themes were identified within the personal component: (1) patients drive learning; (2) learning has no endpoint; (3) management of emotions is crucial for learning; (4) successful learning requires a structured approach. Two themes were identified in the social component: (5) positive social relationships are leveraged to maximize learning; (6) teaching facilitates personal learning. Two themes were identified in the organizational component: (7) transitions challenge learners to adapt; (8) the learning environment dictates goal setting strategy. No major themes were identified in the physical/virtual component, although participants frequently used technology when learning.

conclusionsMaster Adaptive Learners experience similar facilitators of, and barriers to, success in the learning environment. Overall, our data show that acquisition of many successful strategies and skills that support learning are relegated to the hidden curriculum of residency training. Educators could support a more effective learning environment for all trainees by: (1) highlighting patients as the focal point of learning, (2) building a professional 'learner' identity, (3) teaching learning skills, and (4) creating opportunities for collaborative learning.

Indexed as

Education, Medical, UndergraduateInternship and ResidencyCurriculumHumansLearningQualitative Research

Identifiers

PMID35241060
PMCPMC8895544

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.