Study on the Path of Ideological and Political Education Content Diversification Construction in Colleges and Universities under New Media Technology Support
and
Mar 19, 2025
About this article
Published Online: Mar 19, 2025
Received: Oct 20, 2024
Accepted: Jan 30, 2025
DOI: https://doi.org/10.2478/amns-2025-0363
Keywords
© 2025 Jing Yu et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 1.

Figure 2.

Figure 3.

Figure 4.

Regression analysis results of influencing factors
| Dimension | Index | Regression coefficient | R2 | F |
|---|---|---|---|---|
| Course quality satisfaction | X1 | 0.047 | 0.953 | 428.834*** |
| X2 | 0.938** | |||
| Teaching satisfaction | X3 | 0.565 | 0.946 | 204.605*** |
| X4 | 0.541 | |||
| X5 | 0.684** | |||
| X6 | 0.745** | |||
| Learning satisfaction | X7 | 0.652** | 0.928 | 348.798*** |
| X8 | 0.479 |
Results of linear regression a
| Nonnormalized coefficient | Normalized coefficient | |||||
|---|---|---|---|---|---|---|
| S.E. | Beta | |||||
| Constant | 2.661 | 1.076 | - | 2.114 | 0.006*** | - |
| Content quality | 0.575 | 0.073 | 0.425 | 3.546 | 0.002*** | 5.075 |
| Usage frequency | 0.339 | 0.089 | 0.457 | 3.042 | 0.004*** | 4.339 |
| Usage experience | 0.055 | 0.067 | 0.003 | 2.659 | 0.211 | 6.555 |
Analysis result of structural equation model
| Hypothesis | Influence path | Normalized regression coefficient | P | Test result |
|---|---|---|---|---|
| H1 | X2→Satisfaction | 0.191 | 0.005 | Support |
| H2 | X5→Satisfaction | 0.265 | 0.002 | Support |
| H3 | X6→Satisfaction | 0.309 | 0.013 | Support |
| H4 | X7→Satisfaction | 0.152 | 0.009 | Support |
Results of single factor test
| Variable name | Variable value | Number | Mean | S.D. | Variance test | Welch’s Variance test |
|---|---|---|---|---|---|---|
| Usage frequency | High grade | 52 | 18.689 | 3.497 | F=3.504, P=0.003** | F=4.817, P=0.003** |
| Low grade | 55 | 17.744 | 3.504 | |||
| Total | 107 | 18.217 | 3.451 | |||
| Content quality | High grade | 52 | 17.544 | 2.892 | F=4.276, P=0.148 | F=4.739, P=0.154 |
| Low grade | 55 | 17.359 | 2.653 | |||
| Total | 107 | 17.452 | 2.771 | |||
| Course effect | High grade | 52 | 17.887 | 3.328 | F=5.606, P=0.004** | F=5.117, P=0.002** |
| Low grade | 55 | 16.575 | 3.908 | |||
| Total | 107 | 17.231 | 3.604 | |||
| Usage experience | High grade | 52 | 17.792 | 3.425 | F=4.529, P=0.015** | F=3.874, P=0.011** |
| Low grade | 55 | 16.706 | 3.619 | |||
| Total | 107 | 17.249 | 3.442 | |||
| Total | High grade | 52 | 71.912 | 6.224 | F=3.863, P=0.025** | F=4.173, P=0.039** |
| Low grade | 55 | 68.384 | 6.556 | |||
| Total | 107 | 70.148 | 6.485 |
