Psychophysiological Measures of Workload during Continuous Manual Performance

Twelve subjects (six female) participated in an experiment designed to separate the effects of perceptual/central and physical demands on psychophysiological measures of peripheral nervous system activity. The difficulty of a single-axis continuous manual tracking task was varied in two ways: order of control was manipulated to vary perceptual/central processing demand, and disturbance amplitude was manipulated to vary physical demand. Physiological measures were sensitive to the imposition of a task and were more sensitive to physical than to perceptual/central demands. A principal components analysis identified five factors (three of them physiological) that accounted for 83.1% of the observed variance. Perceptual/central processing demands specifically affected the component identified with sympathetic cardiovascular control, whereas physical demands were reflected in the component identified with parasympathetic cardiovascular control. This finding suggests that dissociations observed among cardiovascular measures in manual performance tasks are attributable to differential activation of the autonomic control systems.

[1]  G. C. Drew,et al.  Variations in Reflex Blink-Rate during Visual-Motor Tasks , 1951 .

[2]  R. Gregory,et al.  Blinking during Visual Tracking , 1952 .

[3]  R. Wilcott,et al.  Relation of Integrated Surface Electromyography and Muscle Tension , 1957 .

[4]  F. J. Clark,et al.  On the regulation of depth and rate of breathing , 1972, The Journal of physiology.

[5]  H. Ursin,et al.  Additional heart rate--an indicator of psychological activation. , 1974, Aerospace medicine.

[6]  P. Boyce Sinus arrhythmia as a measure of mental load. , 1974, Ergonomics.

[7]  B. W. Hyndman,et al.  Spectral analysis of sinus arrhythmia during mental loading. , 1975, Ergonomics.

[8]  Daniel G Bobrow,et al.  On data-limited and resource-limited processes , 1975, Cognitive Psychology.

[9]  W W Wierwille,et al.  Physiological Measures of Aircrew Mental Workload , 1979, Human factors.

[10]  Reidun Ursin,et al.  Physiological Indicators of Mental Workload , 1979 .

[11]  Andries F. Sanders,et al.  Some Remarks on Mental Load , 1979 .

[12]  E. Donchin,et al.  P300 and tracking difficulty: evidence for multiple resources in dual-task performance. , 1980, Psychophysiology.

[13]  P. Obrist Cardiovascular Psychophysiology: A Perspective , 1981 .

[14]  L. Mulder,et al.  Information processing and cardiovascular control. , 1981, Psychophysiology.

[15]  Christopher D. Wickens,et al.  The cognitive demands of second order manual control: Applications of the event related brain potential , 1981 .

[16]  N. Moray Subjective Mental Workload , 1982 .

[17]  E. Donchin,et al.  Performance of concurrent tasks: a psychophysiological analysis of the reciprocity of information-processing resources. , 1983, Science.

[18]  A. H. Roscoe,et al.  Assessing Pilot Workload in Flight , 1984 .

[19]  J. Stern,et al.  The endogenous eyeblink. , 1984, Psychophysiology.

[20]  Daniel Gopher,et al.  Workload: An examination of the concept. , 1986 .

[21]  D. Carroll,et al.  Heart rate and oxygen consumption during active psychological challenge: the effects of level of difficulty. , 1986, Psychophysiology.

[22]  J. Furedy,et al.  Beyond Heart Rate in the Cardiac Psychophysiological Assessment of Mental Effort: The T-Wave Amplitude Component of the Electrocardiogram , 1987, Human factors.

[23]  R. I. Kitney,et al.  The beat-by-beat investigation of cardiovascular function : measurement, analysis, and applications , 1987 .

[24]  P. Grossman,et al.  Respiratory sinus arrhythmia as an index of parasympathetic cardiac control during active coping. , 1987, Psychophysiology.

[25]  K. J. Vicente,et al.  Spectral Analysis of Sinus Arrhythmia: A Measure of Mental Effort , 1987, Human factors.

[26]  G. Wilson,et al.  Measurement of Operator Workload with the Neuropsychological Workload Test Battery , 1988 .

[27]  C. Wickens,et al.  Dissociation of Performance and Subjective Measures of Workload , 1988 .

[28]  William L. Derrick,et al.  Dimensions of Operator Workload , 1988 .

[29]  S. Porges,et al.  The analysis of periodic processes in psychophysiological research , 1989 .

[30]  N. Clayton Silver,et al.  A FORTRAN 77 program for averaging correlation coefficients , 1989 .

[31]  E Donchin,et al.  Resource reciprocity: an event-related brain potentials analysis. , 1989, Acta psychologica.

[32]  D. H. Lee,et al.  Multivariate analysis of mental and physical load components in sinus arrhythmia scores. , 1990, Ergonomics.

[33]  P. Grossman,et al.  Paced respiratory sinus arrhythmia as an index of cardiac parasympathetic tone during varying behavioral tasks. , 1990, Psychophysiology.

[34]  J. Cacioppo,et al.  Principles of psychophysiology : physical, social, and inferential elements , 1990 .

[35]  J. Cacioppo,et al.  Autonomic determinism: the modes of autonomic control, the doctrine of autonomic space, and the laws of autonomic constraint. , 1991, Psychological review.

[36]  P. Jorna Spectral analysis of heart rate and psychological state: A review of its validity as a workload index , 1992, Biological Psychology.

[37]  C. Wientjes Respiration in psychophysiology: methods and applications , 1992, Biological Psychology.

[38]  Arthur M. Ryan,et al.  Multimodal Measures of Mental Workload during Dual-Task Performance: Energetic Demands of Cognitive Processes , 1992 .

[39]  James A. Green Testing whether correlation matrices are different from each other. , 1992 .