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Learning Echocardiography in the Workplace

A Cognitive Load Perspective

Bibliographic Data

ID21612357
AuthorsSarah Blissett (0000-0002-2465-1487, S. Blissettwas an adult congenital heart disease fellow, Department of Medicine, University of California, San Francisco, San Francisco, California, at the time of this study. The author is now assistant professor, Department of Medicine, Division of Cardiology, and a researcher at the Centre for Education Research and Innovation, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada., corresponding author), Sebastián Rodríguez (0000-0002-7063-0177, University of California System), Atif Qasim (University of California System), Patricia O’sullivan (0000-0002-8706-4095, University of California System)
Year2021
Volume96
Issue3
Pages441-448
Publication date2021-03-01
Open AccessNo
TypeARTICLE
VenueAcademic Medicine (JOURNAL)
Journal identifiersISSN: 1040-2446 • E-ISSN: 1938-808X
PublisherOxford University Press (OUP) (PUBLISHER)
DOI10.1097/acm.0000000000003789
PMID33031115
OpenAlexW3091910042
LanguageEN
Citations received4
References cited25

PURPOSE: Although workplace learning environments provide authentic tasks to promote learning, elements of clinical settings may distract trainees and impede learning. The characteristics of workplace learning environments that require optimization are ill-defined. Applying principles of cognitive load theory (CLT) to optimize learning environments by managing intrinsic load (complexity of the task matched to learner knowledge and skill), minimizing extraneous load (any aspect that is not part of task completion), and increasing germane load (processing for storage in long-term memory) could be advantageous. The authors explored trainee perceptions of characteristics that helped or impaired learning from a cognitive load perspective. Echocardiography interpretation was used as a model. METHOD: The authors conducted semistructured interviews between December 2018 and March 2019 with a purposeful sample of 10 cardiology trainees at the University of California, San Francisco, School of Medicine until thematic sufficiency was achieved. Participants represented a range of training levels (3 fourth-year trainees, 2 fifth-year trainees, 3 sixth-year trainees, and 2 advanced echocardiography fellows) and career aspirations (4 desired careers in imaging). Two independent coders analyzed interview transcripts using template analysis. Codes were mapped to CLT subcomponents. RESULTS: Trainees selected their own echocardiograms to interpret; if trainees' skill levels and the complexity of the selected echocardiograms were mismatched, excess intrinsic load could result. Needing to look up information essential for task completion, interruptions, reporting software, and time pressures were characteristics that contributed to extraneous load. Characteristics that related to increasing germane load included the shared physical space (facilitating reading echocardiograms with attendings and just-in-time guidance from near peers) and the availability of final reports to obtain feedback independent of teachers. CONCLUSIONS: As interpreted from a cognitive load perspective, findings highlight characteristics of workplace learning environments that could be optimized to improve learning. The findings have direct application to redesigning these learning environments

Cognition · Cognitive Load · Cognitive psychology · Medical education · Perception · Qualitative research · Thematic analysis · Computer Science · Learning Styles and Cognitive Differences · Medicine · Psychology · Radiology practices and education · Visual and Cognitive Learning Processes · Artificial Intelligence

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    Open Access•Sarah Blissett, Emma Mensour et al.•Medical Education•2024

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  • Modelling the complex dynamic effect of L2 speaking anxiety in metaverse on students' academic enjoyment, pronunciation anxiety, speaking performance, and task load

    Open Access•Ferdi Çelık, Meltem Huri Baturay et al.•British Educational Research…•2025

  • Cognitive Architecture and Instructional Design

    Open Access•John Sweller, Jeroen J G Van Merriënboer et al.•Educational Psychology Review•2019

  • Cognitive load theory in health professional education

    Open Access•Jeroen J G Van Merriënboer, Jeroen J G Van Merrià nboer et al.•Medical Education•2010

  • Effects of the Physical Environment on Cognitive Load and Learning

    Open Access•Hwan-Hee Choi, Jeroen J G Van Merriënboer et al.•Educational Psychology Review•2014

  • The Distinctions Between Theory, Theoretical Framework, and Conceptual Framework

    Lara Varpio, Elise Paradis et al.•Academic Medicine•2020

  • Cognitive Load During Problem Solving

    Open Access•John Sweller•Cognitive Science•1988

  • The magical number seven, plus or minus two

    George A Miller, George Miller•Psychological Review•1956

  • The Utility of Template Analysis in Qualitative Psychology Research

    Joanna Brooks, Serena McCluskey et al.•Qualitative Research in Psychology•2015

  • Sample Size in Qualitative Interview Studies

    Open Access•Kirsti Malterud, Volkert Dirk Siersma et al.•Qualitative Health Research•2016

Citations per year2
Citation span2024 - 2025 (2)
Highly citedNo

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