Here, the conceptual model of perceived task complexity, which incorpo
rates the user, task, and system into a comprehensive unit of analysis
, is used to investigate how, when, and why computer-assisted instruct
ion (CAI) systems provide effective support. The work is based on data
provided by 156 experimental subjects; information system (IS) use wa
s found to vary by user groups depending on task performance. In addit
ion, the effects of task presentation on task behavior and performance
were found to vary between groups, based on their performance. The fi
ndings imply that user, task, and system dynamically interact in provi
ding effective IS support. A comprehensive model of perceived task com
plexity that includes a user's domain knowledge is developed. This sho
uld help in further investigating into how, when, and why IS are effec
tive. (C) 1998 Published by Elsevier Science B.V. All rights reserved.