Pa. Hancock, EFFECTS OF CONTROL ORDER, AUGMENTED FEEDBACK, INPUT DEVICE AND PRACTICE ON TRACKING PERFORMANCE AND PERCEIVED WORKLOAD, Ergonomics, 39(9), 1996, pp. 1146-1162
Virtual interfaces to advanced human-machine systems will present oper
ators with a variety of perceptual-motor challenges. To inform the vir
tual interface design processes, the present experiments examined the
effects of track order, level of knowledge of performance, type of con
trol device, and the extent of practice on tracking performance and as
sociated mental workload. Tracking was assessed by root mean square er
ror. Subjective workload was measured using both the NASA Task Load In
dex (TLX) and the Subjective Workload Assessment Technique (SWAT), Res
ults indicated non-linear effects, where tracking error and subjective
workload both increased non-proportionally with track order. Trackbal
l use resulted in more accurate performance and was judged to be of lo
wer subjective workload than input using a mouse. Augmented knowledge
of performance had little effect on either performance or workload. Th
ere were a number of interactions affecting performance that were repl
icated in perceived workload. Over acquisition trials, second-order tr
acking exhibited continuous improvement. This capability was retained
even after a 30-day rest interval. Decrease in workload followed perfo
rmance improvement in both initial acquisition and subsequent retentio
n phases. The two subjective workload scales were essentially equivale
nt in terms of their sensitivity to task manipulations. These results
support the direct association between workload and performance and co
nfirms the use of workload in helping to evaluate the influence of div
erse task-related demands. The implications for the design of virtual
interfaces to real-world systems are examined in the light of these fi
ndings.