This study attempted to develop a new scale to capture foreign language learners'
attitudes toward Computer-Assisted Language Learning (CALL). We first conducted
two large-scale questionnaire surveys, targeting Japanese university students who
learned English (
n = 841), and determined the constructs of a Computer Assisted
Language Learning Attitude Scale (CALLAS) using both exploratory and
confirmatory factor analyses. The results of our factor analyses yielded the five factors
as follows: (a) self-perceived computer skills, (b) beliefs about social significance of
computer skills, (c) beliefs about the effectiveness of CALL, (d) attitudes toward
computer-mediated communication, and (e) attitudes toward multimedia. Then, we
further tested the reliability and the factorial structures of this new scale among
multiple groups (junior high school, high school, and university students). The multiple
groups structure equation modeling with the data of our follow-up survey (
n = 1,487)
supported the factorial validity of the scale among the groups with high reliability for
each factor, showing that the factorial structure and loadings were invariant over the
three groups. Pedagogical implications, especially in light of Aptitude-Treatment
Interaction (ATI), are also discussed.
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