The Construction of Training and Assessment System of Informatization Teaching Ability of Language Teachers in Colleges and Universities
, , , oraz
29 wrz 2025
O artykule
Data publikacji: 29 wrz 2025
Otrzymano: 07 sty 2025
Przyjęty: 07 maj 2025
DOI: https://doi.org/10.2478/amns-2025-1105
Słowa kluczowe
© 2025 Liping Lei et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.

Figure 2.

Principal component 1 has the highest cumulative contribution of 56_458%_
Initial eigenvalue | Extract the sum of squares and load | Rotate the squares and load | |||||||
---|---|---|---|---|---|---|---|---|---|
Tot | VAR/% | CUM/% | Tot | VAR/% | CUM/% | Tot | VAR/% | CUM/% | |
1 | 3.589 | 56.458 | 56.458 | 3.589 | 56.458 | 56.458 | 2.089 | 30.411 | 30.411 |
2 | 0.859 | 14.568 | 71.026 | 0.859 | 14.568 | 71.026 | 1.359 | 21.598 | 52.099 |
3 | 0.785 | 12.569 | 83.595 | 0.785 | 12.569 | 83.595 | 1.082 | 19.457 | 71.466 |
4 | 0.523 | 9.584 | 93.179 | 0.523 | 9.584 | 93.179 | 1.021 | 15.541 | 87.007 |
5 | 0.389 | 6.821 | 100.000 | 0.389 | 6.821 | 100.000 | 1.019 | 12.993 | 100.000 |
Correlation matrix
X1 | X2 | X3 | X4 | X5 | ||
---|---|---|---|---|---|---|
Correlation | X1 | 1.000 | 0.785 | 0.665 | 0.521 | 0.423 |
X2 | 0.785 | 1.000 | 0.655 | 0.562 | 0.474 | |
X3 | 0.665 | 0.655 | 1.000 | 0.613 | 0.478 | |
X4 | 00521 | 0.562 | 0.613 | 1.000 | 0.587 | |
X5 | 0.423 | 0.474 | 0.478 | 0.587 | 1.000 | |
Sig. | X1 | 0.000 | 0.000 | 0.000 | 0.000 | |
X2 | 0.000 | 0.000 | 0.000 | 0.000 | ||
X3 | 0.000 | 0.000 | 0.000 | 0.000 | ||
X4 | 0.000 | 0.000 | 0.000 | 0.000 | ||
X5 | 0.000 | 0.000 | 0.000 | 0.000 |
The orderly regression of each dimension
Variable | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|---|
Personal characteristics | Gender | -0.185 | -0.125** | -0.043* | -1.685** | -0.599* |
0.383 | 0.514 | 0.218 | 0.094 | 0.185 | ||
Age | -0.156** | -2.37*** | -0.092* | -1.105** | -0.945** | |
0.058 | 0.125 | 0.165 | 0.225 | 0.334 | ||
Educational background | 0.045 | 0.998 | 0.187 | 0.013 | 0.016* | |
0.168 | 0.248 | 0.105 | 0.025 | 0.335 | ||
Educational title | 0.075 | 0.064 | 0.145 | 0.108 | 0.278 | |
0.356 | 0.475 | 0.215 | 0.224 | 0.065 | ||
Tenure | -0.225*** | -1.82*** | -0.008* | -0.203 | -0.047** | |
0.326 | 0.175 | 0.195 | 0.074 | 0.277 | ||
Teaching discipline | 0.123 | 0.008 | 0.638 | 0.598 | 0.021 | |
0.298 | 0.158 | 0.274 | 0.111 | 0.495 | ||
Business experience | 0.065 | 0.854 | 0.598 | 0.052* | 0.078 | |
0.337 | 0.095 | 0.115 | 0.274 | 0.415 | ||
Teaching competition experience | 0.098* | 1.063 | 0.984** | 0.734 | 0.071*** | |
0.035 | 0.058 | 0.074 | 0.015 | 0.135 | ||
Whether or not a teacher | 0.194* | 0.105 | 0.085 | 0.413** | 0.674* | |
0.115 | 0.927 | 0.074 | 0.077 | 0.164 | ||
Training experience | Training | 0.028* | 0.001 | 0.235 | 0.134 | 0.095 |
0.077 | 0.098 | 0.134 | 0.115 | 0.224 | ||
On-the-job training | 2.335** | 0.065* | 1.529** | 0.923* | 1.016* | |
0.012 | 0.034 | 0.023 | 0.017 | 0.131 | ||
Institutional characteristics | Hardware and hardware facilities | 0.154** | 0.075 | 0.182 | 0.092 | 0.077 |
0.097 | 0.143 | 0.075 | 0.062 | 0.148 | ||
Policy system | 0.515* | 0.005 | 0.575** | 0.854* | 1.725** | |
0.133 | 0.078 | 0.064 | 0.086 | 0.145 | ||
Information teaching atmosphere | 0.228*** | 0.042 | 0.954** | 0.775* | 0.028* | |
0.041 | 0.153 | 0.018 | 0.035 | 0.075 | ||
Psychological tendency | Personal interest | 0.995*** | 2.835*** | 0.526* | 0.184* | 0.056* |
0.054 | 0.175 | 0.027 | 0.053 | 0.099 | ||
Self-efficacy | 0.754** | 1.856* | 1.185** | 0.814** | 0.075** | |
0.016 | 0.125 | 0.045 | 0.038 | 0.105 | ||
Self-need | 0.234** | 1.012 | 1.056* | 0.998** | 0.118* | |
0.156 | 0.095 | 0.072 | 0.036 | 0.0114 | ||
Achievement motive | 0.024* | 0.998 | 0.516 | 0.845 | 0.037 | |
0.106 | 0.026 | 0.038 | 0.059 | 0.157 | ||
Compatibility | -0.335 | -0.103 | -0.054 | -0.195 | -0.043 | |
0.084 | 0.065 | 0.043 | 0.024 | 0.091 | ||
Constant term | — | 0.599** | 1.825* | 0.685* | 0.634* | 0.114 |
— | 1.053 | 0.902 | 0.061 | 0.035 | 1.023 | |
Pseudo R2 | — | 0.625 | 0.445 | 0.385 | 0.354 | 0.346 |
Logarithmic likelihood | — | -553.681 | -585.365 | -345.51 | -393.215 | -418.215 |
Various load component matrix
Component | |||||
---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |
X1 | 0.825 | -0.235 | -0.356 | -0.095 | 0.189 |
X2 | 0.851 | -0.175 | -0.275 | -0.205 | 0.075 |
X3 | 0.809 | -0.295 | -0.095 | 0.159 | -0.178 |
X4 | 0.775 | -0.228 | 0.339 | 0.251 | -0.288 |
X5 | 0.701 | -0.002 | 0.609 | -0.156 | 0.355 |
Teacher’s information teaching ability evaluation index system
Primary indicator | Secondary indicator |
---|---|
Basic ability of informationization teaching X1 | Information teaching consciousness and attitude Y1 |
Basic knowledge and skills of informationization teaching Y2 | |
Information teaching design ability X2 | Ability to acquire and integrate teaching resources Y3 |
Information teaching analysis ability Y4 | |
Information teaching design ability Y5 | |
Information teaching implementation ability X3 | Information teaching and monitoring ability Y6 |
Information teaching application ability Y7 | |
Information teaching evaluation and reflection ability Y8 | |
Information professional teaching skills X4 | Improve professional knowledge and skills Y9 |
Professional skills Y10 | |
Information innovation and development ability X5 | Informationization teaching research Y11 |
Professional development Y12 | |
Cooperation and communication Y13 |