The Factors Affecting Students’ Online Learning Outcomes during the COVID-19 Pandemic: A Bayesian Exploratory Factor Analysis

Table 6

Multivariate regression analysis results.

Variable	Unstandardized coefficients		Standardized coefficients	t	Sig.	Collinearity statistics
	Beta	Std. error				Tolerance	VIF
(Constant)	−0.618	0.192	—	−3.221	0.001	—	—
EOU	0.150	0.039	0.137	3.822	0.001	0.789	1.267
PU	0.290	0.045	0.242	6.480	0.001	0.729	1.372
FC	0.098	0.037	0.098	2.640	0.009	0.739	1.353
CC	0.215	0.044	0.182	4.943	0.001	0.751	1.331
CD	0.150	0.034	0.146	4.398	0.001	0.920	1.087
LC	0.296	0.039	0.335	7.530	0.001	0.514	1.945

R² = 59.7%, F-test: value = 0.001, Durbin–Watson d = 2.020, Breusch–Pagan/Cook–Weisberg test for heteroskedasticity: value = 0.1709.