Making the most of ecological interface design: the role of individual differences.
As advanced control rooms for new process control plants are being designed, the question arises as to whether operators of the future need to have a particular set of cognitive characteristics to make the most of those advanced control rooms. This issue was investigated by examining the interaction between ecological interface design (EID) and individual differences in the context of a process control microworld. A number of potential predictors of performance were investigated, including: demographic data, type of interface, type of instruction, and data from two cognitive style tests. Eight linear regression analyses were conducted to determine which variables were the strongest predictors of performance. The results indicate that the strongest and most consistent predictor of performance was the interaction between a holist cognitive style score and an interface based on the principles of EID. That is, individuals who used an EID interface and who had high holist scores were the best performers. It seems that these individuals have the relational thinking ability that is required to exploit the value of the higher-order functional information provided by an EID interface. This empirical result has practical implications for operator selection.
Torenvliet
G L
GL
Department of Mechanical and Industrial Engineering, University of Toronto, Ontario, Canada.
Jamieson
G A
GA
Vicente
K J
KJ
D003071:Cognition; D005260:Female; D006801:Humans; D016014:Linear Models; D008297:Male; D013647:Task Performance and Analysis