Measuring Cognitive Load in Embodied Learning Settings

被引:55
作者
Skulmowski, Alexander [1 ]
Rey, Guenter Daniel [1 ]
机构
[1] Tech Univ Chemnitz, Psychol Learning Digital Media, Chemnitz, Germany
关键词
embodied cognition; learning; cognitive load theory; cognitive load; measurement; INSTRUCTIONAL-DESIGN; VIRTUAL-REALITY; WORKING-MEMORY; MENTAL EFFORT; ANIMATIONS; PERFORMANCE; SIMULATION; GESTURES; EFFICIENCY; SUPPORT;
D O I
10.3389/fpsyg.2017.01191
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
In recent years, research on embodied cognition has inspired a number of studies on multimedia learning and instructional psychology. However, in contrast to traditional research on education and multimedia learning, studies on embodied learning (i.e., focusing on bodily action and perception in the context of education) in some cases pose new problems for the measurement of cognitive load. This review provides an overview over recent studies on embodied learning in which cognitive load was measured using surveys, behavioral data, or physiological measures. The different methods are assessed in terms of their success in finding differences of cognitive load in embodied learning scenarios. At the same time, we highlight the most important challenges for researchers aiming to include these measures into their study designs. The main issues we identified are: (1) Subjective measures must be appropriately phrased to be useful for embodied learning; (2) recent findings indicate potentials as well as problematic aspects of dual-task measures; (3) the use of physiological measures offers great potential, but may require mobile equipment in the context of embodied scenarios; (4) meta-cognitive measures can be useful extensions of cognitive load measurement for embodied learning.
引用
收藏
页数:6
相关论文
共 82 条
[51]   MEASUREMENT OF COGNITIVE LOAD IN INSTRUCTIONAL-RESEARCH [J].
PAAS, FGWC ;
VANMERRIENBOER, JJG ;
ADAM, JJ .
PERCEPTUAL AND MOTOR SKILLS, 1994, 79 (01) :419-430
[52]   THE EFFICIENCY OF INSTRUCTIONAL CONDITIONS - AN APPROACH TO COMBINE MENTAL EFFORT AND PERFORMANCE-MEASURES [J].
PAAS, FGWC ;
VANMERRIENBOER, JJG .
HUMAN FACTORS, 1993, 35 (04) :737-743
[53]   An Evolutionary Upgrade of Cognitive Load Theory: Using the Human Motor System and Collaboration to Support the Learning of Complex Cognitive Tasks [J].
Paas, Fred ;
Sweller, John .
EDUCATIONAL PSYCHOLOGY REVIEW, 2012, 24 (01) :27-45
[54]   Spatial memory training in a citizen science context [J].
Palermo, Eduardo ;
Laut, Jeffrey ;
Nov, Oded ;
Cappa, Paolo ;
Porfiri, Maurizio .
COMPUTERS IN HUMAN BEHAVIOR, 2017, 73 :38-46
[55]   The Rhythm Method: A New Method for Measuring Cognitive Load-An Experimental Dual-Task Study [J].
Park, Babette ;
Bruenken, Roland .
APPLIED COGNITIVE PSYCHOLOGY, 2015, 29 (02) :232-243
[56]   Design factors for educationally effective animations and simulations [J].
Plass J.L. ;
Homer B.D. ;
Hayward E.O. .
Journal of Computing in Higher Education, 2009, 21 (1) :31-61
[57]   Effects of simultaneously observing and making gestures while studying grammar animations on cognitive load and learning [J].
Post, Lysanne S. ;
van Gog, Tamara ;
Paas, Fred ;
Zwaan, Rolf A. .
COMPUTERS IN HUMAN BEHAVIOR, 2013, 29 (04) :1450-1455
[58]   Gesturing during mental problem solving reduces eye movements, especially for individuals with lower visual working memory capacity [J].
Pouw, Wim T. J. L. ;
Mavilidi, Myrto-Foteini ;
van Gog, Tamara ;
Paas, Fred .
COGNITIVE PROCESSING, 2016, 17 (03) :269-277
[59]   Augmenting Instructional Animations with a Body Analogy to Help Children Learn about Physical Systems [J].
Pouw, Wim T. J. L. ;
van Gog, Tamara ;
Zwaan, Rolf A. ;
Paas, Fred .
FRONTIERS IN PSYCHOLOGY, 2016, 7
[60]   Does (Non-)Meaningful Sensori-Motor Engagement Promote Learning With Animated Physical Systems? [J].
Pouw, Wimt. J. L. ;
Eielts, Charly ;
van Gog, Tamara ;
Zwaan, Rolf A. ;
Paas, Fred .
MIND BRAIN AND EDUCATION, 2016, 10 (02) :91-104