Dr. Compeau et Ca. Higgins, APPLICATION OF SOCIAL COGNITIVE THEORY TO TRAINING FOR COMPUTER SKILLS, Information systems research, 6(2), 1995, pp. 118-143
While computer training is widely recognized as an essential contribut
or to the productive use of computers in organizations, very little re
search has focused on identifying the processes through which training
operates, and the relative effectiveness of different methods for suc
h training. This research examined the training process, and compared
a behavior modeling training program, based on Social Cognitive Theory
(Bandura 1977, 1978, 1982, 1986), to a more traditional, lecture-base
d program. According to Social Cognitive Theory, watching others perfo
rming a behavior, in this case interacting with a computer system, inf
luences the observers' perceptions of their own ability to perform the
behavior, or self-efficacy, and the expected outcomes that they perce
ive, as well as providing strategies for effective performance. The fi
ndings provide only partial support for the research model. Self-effic
acy exerted a strong influence on performance in both models. In addit
ion, behavior modeling was found to be more effective than the traditi
onal method for training in Lotus 1-2-3, resulting in higher self-effi
cacy and higher performance. For WordPerfect, however, modeling did no
t significantly influence performance. This finding was unexpected, an
d several possible explanations are explored in the discussion. Of par
ticular surprise were the negative relationships found between outcome
expectations and performance. Outcome expectations were expected to p
ositively influence performance, but the results indicated a strong ne
gative effect. Measurement limitations are presented as the most plaus
ible explanation for this result, but further research is necessary to
provide conclusive explanations.