One of the main contributions of this study is that it provides valuable empirical
evidence to prove that the TPB-based research model can well handle up to ten external
beliefs with combining the partial least squares (PLS) statistical analysis. According to
the findings, it is reasonable to conclude the TPB-based model has high potential to
manipulate more than ten external beliefs without compromising the model’s goodness of
fit.