Data analysis
Descriptive statistics and related analysis were conducted with the
variables of web-based learning for the total sample. Bivariate
correlations between key variables were acted to test the impact on the
significant relationship between different variables. All statistical
analyses were conducted in the software of SPSS 25.0 and Mplus 8.3. SEM,
CFA, EFA, multiple linear regression model, and Hierarchical regression
model was performed to test the hypothesis in this study. Hu & Bentler
(1999) suggested that the criteria of indexes which was designed to
examine the goodness of fit in a model are the value close to 0.95 for
CFI (comparative fit index) and GFI, 0.06-0.08 for SRMR and 0.06 for
RMSEA. This criterion was widely accepted in the field of psychology
(Zadworna-Cieślak, 2020; Bacikova-sleskova & Bavolar, 2020).