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

被引:72
作者
Naismith, Laura M. [1 ]
Cavalcanti, Rodrigo B. [1 ]
机构
[1] Toronto Western Hosp 8E 427C, 399 Bathurst St, Toronto, ON M5T 2S8, Canada
关键词
MENTAL WORKLOAD; LEARNING OUTCOMES; PERFORMANCE; TASK; EDUCATION; SKILLS; IMPACT; ANESTHETISTS; PRINCIPLES; SELECTION;
D O I
10.1097/ACM.0000000000000893
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
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.
引用
收藏
页码:S24 / S35
页数:12
相关论文
共 75 条
[1]   Simulating Geriatric Home Safety Assessments in a Three-Dimensional Virtual World [J].
Andrade, Allen ;
Cifuentes, Pedro ;
Mintzer, Michael ;
Roos, Bernard ;
Anam, Ramanakumar ;
Ruiz, Jorge .
GERONTOLOGY & GERIATRICS EDUCATION, 2012, 33 (03) :233-252
[2]  
[Anonymous], 2014, Medical Education
[3]  
[Anonymous], 2011, INT J INTELL COMPUT, DOI DOI 10.1080/1931308X.2008.10644186
[4]  
[Anonymous], 2007, THESIS CAPELLA U MIN
[5]  
[Anonymous], THESIS G MASON U FAI
[6]  
[Anonymous], HUMAN MENTAL WORKLOA
[7]  
[Anonymous], APPL COGNITIVE LOAD
[8]  
[Anonymous], INSTR SCI
[9]   Systematic mathematical errors and cognitive load [J].
Ayres, PL .
CONTEMPORARY EDUCATIONAL PSYCHOLOGY, 2001, 26 (02) :227-248
[10]   Gait training improves performance in healthy adults exposed to novel sensory discordant conditions [J].
Batson, Crystal D. ;
Brady, Rachel A. ;
Peters, Brian T. ;
Ploutz-Snyder, Robert J. ;
Mulavara, Ajitkumar P. ;
Cohen, Helen S. ;
Bloomberg, Jacob J. .
EXPERIMENTAL BRAIN RESEARCH, 2011, 209 (04) :515-524