Electrophysiological, behavioral, and subjective indexes of workload when performing multiple tasks: manipulations of task difficulty and training

被引:116
作者
Fournier, LR [1 ]
Wilson, GF
Swain, CR
机构
[1] Washington State Univ, Dept Psychol, Pullman, WA 99164 USA
[2] USAF, Res Lab, Dayton, OH USA
[3] Logicon Tech Serv Inc, Dayton, OH USA
关键词
EEG; ERD; ERS; EGG; alpha; work load; theta; training;
D O I
10.1016/S0167-8760(98)00049-X
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
This study examined whether alpha event-related desynchronization (ERD) and theta event-related synchronization (ERS) could successfully measure changes in cognitive workload and training while an operator was engaged in a continuous, interactive, control task(s). Alpha 1 (8-10 Hz) ERD, alpha 2 (10-12 Hz) ERD, and theta (3-7 Hz) ERS were determined for a communications event that occurred during multiple task workload conditions or as a single task. Other measures (alpha and theta EEG power, heart rate, respiration, eye blinks, behavioral performance, and subjective workload ratings) were also evaluated. Results showed that alpha 2 EEG, heart rate, behavioral, and subjective measures were sensitive to changes in workload in the multiple tasks. In addition, eye blink rate and behavioral measures were sensitive to training. Alpha ERD and theta ERS were not sensitive to workload and training in our interactive, multiple task environment. However, they we re effective indexes of cognitive/behavioral demands within an interactive single task. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:129 / 145
页数:17
相关论文
共 46 条
[1]  
[Anonymous], ELECTROENCEPHALOGR C
[2]  
BERGER H, 1969, ELECTROENCEPH CLIN S, V28
[3]   EVENT-RELATED DESYNCHRONIZATION - THE EFFECTS OF ENERGETIC AND COMPUTATIONAL DEMANDS [J].
BOITEN, F ;
SERGEANT, J ;
GEUZE, R .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1992, 82 (04) :302-309
[4]   Psychophysiological responses to changes in workload during simulated air traffic control [J].
Brookings, JB ;
Wilson, GF ;
Swain, CR .
BIOLOGICAL PSYCHOLOGY, 1996, 42 (03) :361-377
[5]  
CONSTOCK JR, 1992, 104174 NASA
[6]   EFFECT OF AGING ON THE SPATIOTEMPORAL PATTERN OF EVENT-RELATED DESYNCHRONIZATION DURING A VOLUNTARY MOVEMENT [J].
DERAMBURE, P ;
DEFEBVRE, L ;
DUJARDIN, K ;
BOURRIEZ, JL ;
JACQUESSON, JM ;
DESTEE, A ;
GUIEU, JD .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1993, 89 (03) :197-203
[7]   SPECTRAL AND MULTIVARIATE-ANALYSIS OF EEG CHANGES DURING MENTAL ACTIVITY IN MAN [J].
DOLCE, G ;
WALDEIER, H .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1974, 36 (06) :577-584
[8]  
DUJARDIN K, 1995, ELECTROEN CLIN NEURO, V96, P196
[9]   THE EFFECT OF SEX AND TASK-DIFFICULTY ON EEG ALPHA-ACTIVITY IN ASSOCIATION WITH ARITHMETIC [J].
EARLE, JBB ;
PIKUS, AA .
BIOLOGICAL PSYCHOLOGY, 1982, 15 (1-2) :1-14
[10]  
Eggemeier FT, 1991, Multiple-task performance, P217, DOI DOI 10.1201/9781003069447-13/PERFORMANCE-BASED-SUBJECTIVE-ASSESSMENTWORKLOAD-MULTI-TASK-ENVIRONMENTS-THOMAS-EGGEMEIER