Validity of Cognitive Load Measures in Simulation-Based Training: A Systematic Review. (November 2015)
- Record Type:
- Journal Article
- Title:
- Validity of Cognitive Load Measures in Simulation-Based Training: A Systematic Review. (November 2015)
- Main Title:
- Validity of Cognitive Load Measures in Simulation-Based Training
- Authors:
- Naismith, Laura M.
Cavalcanti, Rodrigo B. - Abstract:
- Abstract : 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 foundAbstract : 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. … (more)
- Is Part Of:
- Academic medicine. Volume 90(2015)Supplement
- Journal:
- Academic medicine
- Issue:
- Volume 90(2015)Supplement
- Issue Display:
- Volume 90, Issue 2015 (2015)
- Year:
- 2015
- Volume:
- 90
- Issue:
- 2015
- Issue Sort Value:
- 2015-0090-2015-0000
- Page Start:
- Page End:
- Publication Date:
- 2015-11
- Subjects:
- Medical education -- Periodicals
Medical policy -- Periodicals
Medical personnel -- Periodicals
Periodicals
610.711 - Journal URLs:
- http://gateway.ovid.com/ovidweb.cgi?T=JS&MODE=ovid&PAGE=toc&D=ovft&AN=00001888-000000000-00000 ↗
http://www.academicmedicine.org ↗
http://www.academicmedicine.org/contents-by-date.0.shtml ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/ACM.0000000000000893 ↗
- Languages:
- English
- ISSNs:
- 1040-2446
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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