Professional Development Paths and Teacher Competence Enhancement of Vocational School Teachers under the Integration of Intelligent Technology
17 mar 2025
O artykule
Data publikacji: 17 mar 2025
Otrzymano: 27 paź 2024
Przyjęty: 10 lut 2025
DOI: https://doi.org/10.2478/amns-2025-0212
Słowa kluczowe
© 2025 Lingyu Zhou, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
The weight of the characteristics of teachers’ ability
| Elements | Number | Variable score | Factor score | Weights /% | Ranking |
|---|---|---|---|---|---|
| Research and career development ability | 7 | 26.44 | 3.78 | 19.98% | 4 |
| Personal trait | 4 | 15.55 | 3.89 | 20.56% | 2 |
| Vocational teaching ability | 6 | 23.73 | 3.96 | 20.93% | 1 |
| Professional quality | 4 | 13.93 | 3.48 | 18.39% | 5 |
| Professional practice | 4 | 15.23 | 3.81 | 20.14% | 3 |
Key elements of teacher’s l ability
| Symbol | Element | Symbol | Element | Symbol | Element |
|---|---|---|---|---|---|
| X1 | Professional title | X10 | Practical teaching skills | X19 | Combining theory with practice |
| X2 | Professional knowledge | X11 | Business practical experience | X20 | Education research ability |
| X3 | Basic knowledge | X12 | Professional training | X21 | Academic communication ability |
| X4 | Education expertise | X13 | Industry communication ability | X22 | Sense of responsibility |
| X5 | Teaching method ability | X14 | Communication skills | X23 | Dedication |
| X6 | Teaching design ability | X15 | Social service capacity | X24 | The ability of ideological and moral education |
| X7 | Advanced teaching concept | X16 | Organizational management | X25 | Self-control ability |
| X8 | Teaching management capabilities | X17 | Information update ability | ||
| X9 | Verbal ability | X18 | Self-learning ability |
The eigenvalue and the variance contribution rate of the public factor
| Total variance interpretation | ||||||
|---|---|---|---|---|---|---|
| Module | Initial eigenvalue | Rotational load squared | ||||
| Total | Variance | Cumulation | Total | Variance | Cumulation | |
| 1 | 8.268 | 0.351 | 0.351 | 7.262 | 0.351 | 0.351 |
| 2 | 5.402 | 0.208 | 0.559 | 5.571 | 0.264 | 0.615 |
| 3 | 3.297 | 0.161 | 0.720 | 2.352 | 0.125 | 0.740 |
| 4 | 2.285 | 0.096 | 0.816 | 1.566 | 0.084 | 0.824 |
| 5 | 1.319 | 0.051 | 0.867 | 1.036 | 0.043 | 0.867 |
The component matrix after rotation
| Module | |||||
|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | |
| X17 | 0.961 | ||||
| X15 | 0.941 | ||||
| X20 | 0.915 | ||||
| X19 | 0.911 | ||||
| X18 | 0.894 | ||||
| X21 | 0.851 | ||||
| X16 | 0.798 | ||||
| X5 | 0.931 | ||||
| X9 | 0.915 | ||||
| X7 | 0.908 | ||||
| X10 | 0.893 | ||||
| X6 | 0.841 | ||||
| X8 | 0.834 | ||||
| X13 | 0.925 | ||||
| X14 | 0.878 | ||||
| X12 | 0.862 | ||||
| X11 | 0.848 | ||||
| X24 | 0.959 | ||||
| X25 | 0.932 | ||||
| X23 | 0.915 | ||||
| X22 | 0.889 | ||||
| X4 | 0.945 | ||||
| X3 | 0.884 | ||||
| X1 | 0.859 | ||||
| X2 | 0.778 | ||||