4.6 Article Proceedings Paper

Validity of Cognitive Load Measures in Simulation-Based Training: A Systematic Review

Journal

ACADEMIC MEDICINE
Volume 90, Issue 11, Pages S24-S35

Publisher

LIPPINCOTT WILLIAMS & WILKINS
DOI: 10.1097/ACM.0000000000000893

Keywords

-

Ask authors/readers for more resources

Background Cognitive load theory (CLT) provides a rich framework to inform instructional design. Despite the applicability of CLT to simulation-based medical training, findings from multimedia learning have not been consistently replicated in this context. This lack of transferability may be related to issues in measuring cognitive load (CL) during simulation. The authors conducted a review of CLT studies across simulation training contexts to assess the validity evidence for different CL measures. Method PRISMA standards were followed. For 48 studies selected from a search of MEDLINE, EMBASE, PsycInfo, CINAHL, and ERIC databases, information was extracted about study aims, methods, validity evidence of measures, and findings. Studies were categorized on the basis of findings and prevalence of validity evidence collected, and statistical comparisons between measurement types and research domains were pursued. Results CL during simulation training has been measured in diverse populations including medical trainees, pilots, and university students. Most studies (71%; 34) used self-report measures; others included secondary task performance, physiological indices, and observer ratings. Correlations between CL and learning varied from positive to negative. Overall validity evidence for CL measures was low (mean score 1.55/5). Studies reporting greater validity evidence were more likely to report that high CL impaired learning. Conclusions The authors found evidence that inconsistent correlations between CL and learning may be related to issues of validity in CL measures. Further research would benefit from rigorous documentation of validity and from triangulating measures of CL. This can better inform CLT instructional design for simulation-based medical training.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Education, Scientific Disciplines

Incentives for recruiting trainee participants in medical education research

R. G. Stovel, S. Ginsburg, L. Stroud, R. B. Cavalcanti, L. A. Devine

MEDICAL TEACHER (2018)

Letter Medicine, General & Internal

Methodologic Issues Relating to Outcomes in Severe Hyponatremia With and Without Desmopressin Reply

Thomas E. MacMillan, Rodrigo B. Cavalcanti

AMERICAN JOURNAL OF MEDICINE (2018)

Article Medicine, General & Internal

Outcomes in Severe Hyponatremia Treated With and Without Desmopressin

Thomas E. MacMillan, Rodrigo B. Cavalcanti

AMERICAN JOURNAL OF MEDICINE (2018)

Article Medicine, General & Internal

Diastolic Hypotension May Attenuate Benefits from Intensive Systolic Targets: Secondary Analysis of a Randomized controlled Trial

Todd C. Lee, Rodrigo B. Cavalcanti, Emily G. McDonald, Louise Pitote, James M. Brophy

AMERICAN JOURNAL OF MEDICINE (2018)

Article Medicine, General & Internal

Reduction in Unnecessary Red Blood Cell Folate Testing by Restricting Computerized Physician Order Entry in the Electronic Heath Record

Thomas E. MacMillan, Patrick Gudgeon, Paul M. Yip, Rodrigo B. Cavalcanti

AMERICAN JOURNAL OF MEDICINE (2018)

Letter Medicine, General & Internal

How Do We Analyze Effects of Low Diastolic Blood Pressure? Reply

Todd C. Lee, Rodrigo B. Cavalcanti, Emily G. McDonald, James M. Brophy

AMERICAN JOURNAL OF MEDICINE (2019)

Article Urology & Nephrology

Derivation and Validation of a Novel Risk Score to Predict Overcorrection of Severe Hyponatremia: The Severe Hyponatremia Overcorrection Risk (SHOR) Score

Jason D. Woodfine, Manish M. Sood, Thomas E. MacMillan, Rodrigo B. Cavalcanti, Carl van Walraven

CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY (2019)

Article Health Care Sciences & Services

Participant Perspectives on the Contributions of Physical, Psychological, and Sociological Fidelity to Learning in Interprofessional Mental Health Simulation

Laura M. Naismith, Christopher Kowalski, Sophie Soklaridis, Alyssa Kelly, Catharine M. Walsh

SIMULATION IN HEALTHCARE-JOURNAL OF THE SOCIETY FOR SIMULATION IN HEALTHCARE (2020)

Article Medicine, General & Internal

Principles for clinical care of patients with COVID-19 on medical units

David W. Frost, Rupal Shah, Lindsay Melvin, Miguel Galan de Juana, Thomas E. MacMillan, Tarek Abdelhalim, Alison Lai, Shail Rawal, Rodrigo B. Cavalcanti

CANADIAN MEDICAL ASSOCIATION JOURNAL (2020)

Review Education, Scientific Disciplines

Curricular needs for training telemedicine physicians: A scoping review

Rebecca G. Stovel, Nadia Gabarin, Rodrigo B. Cavalcanti, Howard Abrams

MEDICAL TEACHER (2020)

Article Education, Scientific Disciplines

The deliberately developmental organization: A conceptual framework for CBME

Brent Thoma, Holly Caretta-Weyer, Daniel J. Schumacher, Eric Warm, Andrew K. Hall, Stanley J. Hamstra, Rodrigo Cavalcanti, Teresa M. Chan

Summary: This paper discusses leveraging CBME assessment data to transform healthcare and educational organizations into digitally integrated DDOs. By investing in the digitalization of assessment data and the development of individuals within organizations, the goal is to promote a culture of developmental evolution within the organizations.

MEDICAL TEACHER (2021)

Article Medicine, General & Internal

Melatonin Increasingly Used in Hospitalized Patients

Thomas E. Macmillan, Philip Lui, Robert C. Wu, Rodrigo B. Cavalcanti

JOURNAL OF HOSPITAL MEDICINE (2020)

Article Education, Scientific Disciplines

Cognitive load predicts point-of-care ultrasound simulator performance

Sara Aldekhyl, Rodrigo B. Cavalcanti, Laura M. Naismith

PERSPECTIVES ON MEDICAL EDUCATION (2018)

Article Education & Educational Research

Motivation and emotion predict medical students' attention to computer-based feedback

Laura M. Naismith, Susanne P. Lajoie

ADVANCES IN HEALTH SCIENCES EDUCATION (2018)

No Data Available