TABLE 5.
The results of logistic regression analysis of SDL ability and depression, anxiety, and stress among students (n = 5,558).
Dependent variable | Independent variable | Group | Prevalence (%) |
Model 1
|
Model 2
|
Model 3
|
|||||||||
R2/AR2 | P | OR | 95% CI | R2/AR2 | P | OR | 95% CI | R2/AR2 | P | OR | 95% CI | ||||
Depression | Self- management ability | Q1 | 783 (58.78) | 0.140/0.192 | Ref. | 0.159/0.219 | Ref. | 0.174/0.240 | Ref. | ||||||
Q2 | 454 (41.58) | <0.001 | 0.595 | 0.500-0.708 | <0.001 | 0.595 | 0.498-0.710 | <0.001 | 0.635 | 0.531-0.759 | |||||
Q3 | 436 (30.47) | <0.001 | 0.459 | 0.381-0.554 | <0.001 | 0.465 | 0.384-0.562 | <0.001 | 0.504 | 0.415-0.611 | |||||
Q4 | 281 (16.50) | <0.001 | 0.290 | 0.233-0.363 | <0.001 | 0.291 | 0.233-0.365 | <0.001 | 0.312 | 0.248-0.392 | |||||
Information capability | Q1 | 497 (59.74) | Ref. | Ref. | Ref. | ||||||||||
Q2 | 736 (46.06) | <0.001 | 0.682 | 0.565-0.822 | <0.001 | 0.676 | 0.559-0.817 | <0.001 | 0.654 | 0.540-0.794 | |||||
Q3 | 491 (32.82) | <0.001 | 0.551 | 0.450-0.675 | <0.001 | 0.549 | 0.446-0.675 | <0.001 | 0.560 | 0.454-0.690 | |||||
Q4 | 230 (14.09) | <0.001 | 0.233 | 0.182-0.299 | <0.001 | 0.220 | 0.171-0.284 | <0.001 | 0.233 | 0.181-0.301 | |||||
Cooperative learning ability | Q2 | 569 (45.56) | Ref. | Ref. | Ref. | ||||||||||
Q1 | 554 (55.57) | 0.001 | 1.383 | 1.147-1.668 | 0.003 | 1.331 | 1.100-1.611 | 0.001 | 1.382 | 1.138-1.678 | |||||
Q3 | 482 (28.59) | 0.616 | 0.954 | 0.794-1.147 | 0.516 | 0.94 | 0.779-1.133 | 0.822 | 0.978 | 0.809-1.183 | |||||
Q4 | 349 (21.46) | 0.076 | 1.224 | 0.979-1.531 | 0.196 | 1.162 | 0.926-1.459 | 0.051 | 1.257 | 0.999-1.583 | |||||
Anxiety | Self-management ability | Q1 | 744 (55.86) | 0.098/0.134 | Ref. | 0.120/0.165 | Ref. | 0.135/0.184 | Ref. | ||||||
Q2 | 432 (39.57) | <0.001 | 0.602 | 0.507-0.715 | <0.001 | 0.601 | 0.504-0.716 | <0.001 | 0.639 | 0.535-0.764 | |||||
Q3 | 495 (34.59) | <0.001 | 0.596 | 0.496-0.716 | <0.001 | 0.6 | 0.498-0.723 | <0.001 | 0.653 | 0.540-0.789 | |||||
Q4 | 348 (20.43) | <0.001 | 0.390 | 0.315-0.483 | <0.001 | 0.39 | 0.313-0.485 | <0.001 | 0.421 | 0.338-0.525 | |||||
Information capability | Q1 | 455 (54.69) | |||||||||||||
Q2 | 756 (47.31) | 0.021 | 0.805 | 0.670-0.968 | 0.020 | 0.800 | 0.663-0.965 | 0.011 | 0.781 | 0.646-0.945 | |||||
Q3 | 523 (34.96) | <0.001 | 0.599 | 0.490-0.731 | <0.001 | 0.602 | 0.491-0.738 | <0.001 | 0.616 | 0.501-0.757 | |||||
Q4 | 285 (17.46) | <0.001 | 0.272 | 0.214-0.346 | <0.001 | 0.261 | 0.204-0.333 | <0.001 | 0.276 | 0.216-0.353 | |||||
Cooperative learning ability | Q2 | 580 (46.44) | Ref. | Ref. | Ref. | ||||||||||
Q1 | 498 (49.95) | 0.295 | 1.104 | 0.917-1.328 | 0.534 | 1.062 | 0.879-1.282 | 0.332 | 1.100 | 0.908-1.332 | |||||
Q3 | 532 (31.55) | 0.824 | 0.980 | 0.818-1.174 | 0.728 | 0.968 | 0.805-1.163 | 0.931 | 1.008 | 0.837-1.214 | |||||
Q4 | 409 (25.15) | 0.058 | 1.233 | 0.993-1.532 | 0.164 | 1.170 | 0.938-1.459 | 0.042 | 1.260 | 1.008-1.576 | |||||
Stress | Self-management ability | Q1 | 380 (28.53) | 0.068/0.113 | Ref. | 0.085/0.142 | Ref. | 0.098/0.163 | Ref. | ||||||
Q2 | 208 (19.05) | <0.001 | 0.631 | 0.513-0.778 | <0.001 | 0.609 | 0.493-0.754 | <0.001 | 0.649 | 0.523-0.805 | |||||
Q3 | 203 (14.19) | <0.001 | 0.522 | 0.414-0.657 | <0.001 | 0.532 | 0.421-0.672 | <0.001 | 0.579 | 0.457-0.733 | |||||
Q4 | 167 (9.81) | <0.001 | 0.435 | 0.331-0.572 | <0.001 | 0.445 | 0.338-0.587 | <0.001 | 0.482 | 0.364-0.637 | |||||
Information capability | Q1 | 316 (37.98) | Ref. | Ref. | Ref. | ||||||||||
Q2 | 272 (17.02) | <0.001 | 0.456 | 0.369-0.563 | <0.001 | 0.448 | 0.361-0.555 | <0.001 | 0.444 | 0.357-0.553 | |||||
Q3 | 229 (15.31) | <0.001 | 0.444 | 0.352-0.561 | <0.001 | 0.442 | 0.349-0.562 | <0.001 | 0.454 | 0.357-0.578 | |||||
Q4 | 141 (8.64) | <0.001 | 0.267 | 0.199-0.358 | <0.001 | 0.254 | 0.188-0.342 | <0.001 | 0.272 | 0.202-0.368 | |||||
Cooperative learning ability | Q2 | 190 (15.21) | Ref. | Ref. | Ref. | ||||||||||
Q1 | 327 (32.80) | <0.001 | 2.099 | 1.674-2.630 | <0.001 | 2.006 | 1.594-2.526 | <0.001 | 2.002 | 1.583-2.532 | |||||
Q3 | 260 (15.42) | 0.001 | 1.612 | 1.270-2.047 | <0.001 | 1.554 | 1.219-1.981 | <0.001 | 1.600 | 1.252-2.044 | |||||
Q4 | 181 (11.13) | <0.001 | 1.665 | 1.245-2.227 | 0.004 | 1.535 | 1.143-2.063 | 0.001 | 1.674 | 1.243-2.255 |
R2, R-squared; AR2, Adjusted R-squared; CI, Confidence interval. Model 1: Crude; Model 2: adjust for gender, age, school type and grade; Model 3: adjust for gender, age, school type, grade, birthplace, students’ daily online learning time, students’ satisfaction with teacher preparations, and students’ satisfaction with online learning effects.