Measuring Mental Workload: Problems, Progress, and Promises

An overview is given of the problems of defining, quantifying, and measuring mental workload during interactive human/machine tasks, based on the author's work in the areas of: aircraft handling qualities; human operator modelling, measurement, and prediction; multi-display scanning; and psychophysiological correlates of mental workload. The frustrating cycle of promises–then–problems with psychophysiological measures of mental effort is assessed, and the importance of workload rating techniques is emphasized. The lack of a unifying theoretical approach is identified as the main impediment to progress, and an approach is suggested that can handle both continuous and discrete task loads. A review is given of some “new” (c 1980) workload measurement concepts such as: multi-dimensional ratings, the “imbedded surrogate” auxiliary task method, and the measurement of “workload margin” via the Cross-Coupled-Instability Task (CCIT).

[1]  H. R. Jex,et al.  A ``Critical'' Tracking Task for Manual Control Research , 1966 .

[2]  Thomas B. Sheridan,et al.  Toward the definition and measurement of the mental workload of transport pilots , 1979 .

[3]  Warren F. Clement,et al.  Pilot Experiments for a Theory of Integrated Display Format , 1971 .

[4]  Donald L. Parks,et al.  Current Workload Methods and Emerging Challenges , 1979 .

[5]  J. L. Ward,et al.  Human visual sampling processes: a simulation validation study. NASA CR-1258. , 1968, NASA contractor report. NASA CR. United States. National Aeronautics and Space Administration.

[6]  Duane T. McRuer,et al.  Human dynamics in man-machine systems , 1980, Autom..

[7]  M CLYNES,et al.  Respiratory control of heart rate: laws derived from analog computer simulation. , 1960, IRE transactions on medical electronics.

[8]  S. Sternberg Memory-scanning: mental processes revealed by reaction-time experiments. , 1969, American scientist.

[9]  Henry R. Jex A Proposed Set of Standardized Sub-Critical Tasks for Tracking Workload Calibration , 1979 .

[10]  H R Jex,et al.  A "critical" tracking task for man-machine research related to the operator's effective delay time. I. Theory and experiments with a first-order divergent controlled element. NASA CR-616. , 1966, NASA contractor report. NASA CR. United States. National Aeronautics and Space Administration.

[11]  Ronald A. Hess,et al.  Error Quantization Effects in Compensatory Tracking Tasks , 1974, IEEE Trans. Syst. Man Cybern..

[12]  William H. Levison,et al.  An Optimal Control Methodology for Analyzing the Effects of Display Parameters on Performance and Workload in Manual Flight Control , 1975, IEEE Transactions on Systems, Man, and Cybernetics.

[13]  Warren F. Clement,et al.  Defining and Measuring Perceptual-Motor Workload in Manual Control Tasks , 1979 .

[14]  John D McDonnell,et al.  PILOT RATING TECHNIQUES FOR THE ESTIMATION AND EVALUATION OF HANDLING QUALITIES , 1968 .

[15]  Duane T. McRuer,et al.  A Review of Quasi-Linear Pilot Models , 1967 .

[16]  W. F. Clement Investigation of the use of an electronic multifunction display and an electromechanical horizontal situation indicator for guidance and control of powered-lift short-haul aircraft , 1976 .

[17]  E. Donchin,et al.  COGNITIVE PSYCHOPHYSIOLOGY: THE ENDOGENOUS COMPONENTS OF THE ERP , 1978 .