The Effects of Blended Learning on Learning Engagement in Physical Education Among University Students in China: The Mediating Role of Attitudes
Abstract
:1. Introduction
2. Literature Review
2.1. Learning Engagement
2.2. Teaching Strategy
2.3. Attitudes
2.4. Blended Learning
2.4.1. Face-to-Face
2.4.2. Course Design
2.4.3. Learning Experience (LE)
2.5. The Intermediary Role of Attitude
3. Research Methodology
3.1. Population and Sampling
3.2. Participants
3.3. Measurements
3.4. Data Collection
3.5. Data Analysis
4. Results
4.1. Assessment of Measurement Model
4.1.1. Internal Consistency Reliability and Convergent Validity
4.1.2. Discriminant Validity
4.2. Assessment of Structural Model
4.2.1. Direct Effect Assessment
4.2.2. Mediating Effect Assessment
5. Discussion
6. The Strategy of Blended Learning in Physical Education
7. Implications of Study
7.1. Theoretical Implications
7.2. Practical Implications
8. Conclusions
9. Future Works
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variables | Indicator | Outer Loadings | α | CR | AVE | Mean | SD | Rating |
---|---|---|---|---|---|---|---|---|
CD | CD1 | 0.921 | 0.951 | 0.952 | 0.873 | 4.377 | 0.809 | effective |
CD2 | 0.936 | |||||||
CD3 | 0.935 | |||||||
CD4 | 0.946 | |||||||
F2F | F2F1 | 0.946 | 0.925 | 0.925 | 0.870 | 4.366 | 0.770 | effective |
F2F2 | 0.940 | |||||||
F2F5 | 0.911 | |||||||
LE | LE1 | 0.928 | 0.951 | 0.951 | 0.872 | 4.345 | 0.813 | effective |
LE2 | 0.940 | |||||||
LE3 | 0.937 | |||||||
LE4 | 0.929 | |||||||
ATT | ATT1 | 0.909 | 0.966 | 0.966 | 0.831 | 4.313 | 0.792 | effective |
ATT2 | 0.922 | |||||||
ATT3 | 0.907 | |||||||
ATT4 | 0.930 | |||||||
ATT5 | 0.929 | |||||||
ATT6 | 0.881 | |||||||
ATT7 | 0.901 | |||||||
LEPE | BLE1 | 0.875 | 0.981 | 0.981 | 0.800 | 4.369 | 0.693 | effective |
BLE2 | 0.903 | |||||||
BLE3 | 0.888 | |||||||
BLE4 | 0.883 | |||||||
BLE5 | 0.908 | |||||||
CLE1 | 0.929 | |||||||
CLE2 | 0.897 | |||||||
CLE3 | 0.907 | |||||||
CLE4 | 0.912 | |||||||
CLE5 | 0.911 | |||||||
ELE1 | 0.894 | |||||||
ELE2 | 0.828 | |||||||
ELE3 | 0.920 | |||||||
ELE4 | 0.864 |
ATT | CD | F2F | LE | LEPE | |
---|---|---|---|---|---|
ATT | 0.911 | ||||
CD | 0.839 | 0.934 | |||
F2F | 0.907 | 0.848 | 0.933 | ||
LE | 0.882 | 0.881 | 0.907 | 0.934 | |
LEPE | 0.878 | 0.767 | 0.838 | 0.808 | 0.894 |
Hypothesis | Path Description (Standard β) | Path Coefficient | Standard Error | f2 | t Values | p Values | Decision |
---|---|---|---|---|---|---|---|
H1 | ATT → LEPE | 0.665 | 0.071 | 0.358 | 9.433 | 0.000 ** | Accepted |
H2a | F2F → LEPE | 0.234 | 0.076 | 0.044 | 3.087 | 0.001 ** | Accepted |
H3a | F2F → ATT | 0.561 | 0.083 | 0.343 | 6.717 | 0.000 ** | Accepted |
H3b | CD → ATT | 0.154 | 0.083 | 0.033 | 1.859 | 0.032 * | Accepted |
H3c | LE → ATT | 0.238 | 0.088 | 0.049 | 2.710 | 0.003 ** | Accepted |
Hypothesis | Path Description (Standard β) | Path Coefficient | Standard Error | t Values | p Values | Decision |
---|---|---|---|---|---|---|
H4a | CD → ATT → LEPE | 0.103 | 0.059 | 1.751 | 0.040 * | Accepted |
H4b | LE → ATT → LEPE | 0.158 | 0.061 | 2.591 | 0.005 ** | Accepted |
H4c | F2F → ATT → LEPE | 0.373 | 0.064 | 5.834 | 0.000 ** | Accepted |
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Yu, Y.; Che Tak, K.B.; Bailey, R.P.; Samsudin, N.; Ren, C. The Effects of Blended Learning on Learning Engagement in Physical Education Among University Students in China: The Mediating Role of Attitudes. Sustainability 2025, 17, 378. https://doi.org/10.3390/su17020378
Yu Y, Che Tak KB, Bailey RP, Samsudin N, Ren C. The Effects of Blended Learning on Learning Engagement in Physical Education Among University Students in China: The Mediating Role of Attitudes. Sustainability. 2025; 17(2):378. https://doi.org/10.3390/su17020378
Chicago/Turabian StyleYu, Yanan, Khairudin Bin Che Tak, Richard Peter Bailey, Nadia Samsudin, and Ce Ren. 2025. "The Effects of Blended Learning on Learning Engagement in Physical Education Among University Students in China: The Mediating Role of Attitudes" Sustainability 17, no. 2: 378. https://doi.org/10.3390/su17020378
APA StyleYu, Y., Che Tak, K. B., Bailey, R. P., Samsudin, N., & Ren, C. (2025). The Effects of Blended Learning on Learning Engagement in Physical Education Among University Students in China: The Mediating Role of Attitudes. Sustainability, 17(2), 378. https://doi.org/10.3390/su17020378