Measuring Load on Working Memory: The Use of Heart Rate as a Means of Measuring Chemistry Students' Cognitive Load

被引:48
作者
Cranford, Kristen N. [1 ]
Tiettmeyer, Jessica M. [1 ]
Chuprinko, Bryan C. [1 ]
Jordan, Sophia [1 ]
Grove, Nathaniel P. [1 ]
机构
[1] Univ N Carolina, Dept Chem & Biochem, Wilmington, NC 28403 USA
基金
美国国家科学基金会;
关键词
Second-Year Undergraduate; Chemical Education Research; Learning Theories; DIFFICULTIES; CAPACITY;
D O I
10.1021/ed400576n
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Information processing provides a powerful model for understanding how learning occurs and highlights the important role that cognitive load plays in this process. In instances in which the cognitive load of a problem exceeds the available working memory, learning can be seriously hindered. Previously reported methods for measuring cognitive load have typically been collected posthoc and can be subjective. More recent methods, however, rely on the collection of physiological data such as blink rate, heat flow, galvanic skin response, or heart rate; these methods address many of the shortcomings associated with more traditional techniques. This manuscript presents our attempts to validate the use of heart rate as a means of measuring changes in cognitive load in chemistry students and faculty.
引用
收藏
页码:641 / 647
页数:7
相关论文
共 42 条
[1]  
[Anonymous], 2005, CAMBRIDGE HDB MULTIM, DOI DOI 10.1017/CBO9780511816819.003
[2]  
[Anonymous], 1999, Instructional design in technical areas
[3]  
Ausubel D. P., 1968, ED PSYCHOL COGNITIVE
[4]   Working memory [J].
Baddeley, Alan .
CURRENT BIOLOGY, 2010, 20 (04) :R136-R140
[5]   TASK-EVOKED PUPILLARY RESPONSES, PROCESSING LOAD, AND THE STRUCTURE OF PROCESSING RESOURCES [J].
BEATTY, J .
PSYCHOLOGICAL BULLETIN, 1982, 91 (02) :276-292
[6]   PUPILLOMETRIC SIGNS OF BRAIN ACTIVATION VARY WITH LEVEL OF COGNITIVE PROCESSING [J].
BEATTY, J ;
WAGONER, BL .
SCIENCE, 1978, 199 (4334) :1216-1218
[7]  
Beatty J., 2000, Handbook of Psychophysiology, P142
[8]  
Bretz S. L., 2001, J CHEM EDUC, V78, P1107, DOI DOI 10.1021/ED078P1107.6
[9]   Assessment of cognitive load in multimedia learning using dual-task methodology [J].
Brünken, R ;
Steinbacher, S ;
Plass, JL ;
Leutner, D .
EXPERIMENTAL PSYCHOLOGY, 2002, 49 (02) :109-119
[10]   Mental models and effects of presentation and retrieval cue codality in multimedia learning [J].
Brünken, R ;
Steinbacher, S ;
Schnotz, W ;
Leutner, D .
ZEITSCHRIFT FUR PADAGOGISCHE PSYCHOLOGIE, 2001, 15 (01) :16-27