Unlocking Teacherpreneur Potential in Higher Education: Validating a Competency Measurement Scale
Abstract
:1. Introduction
2. Literature Review
2.1. Concept of Teacherpreneur and the Synthetized Teacherpreneur Competency Model
2.2. Significance of Teacherpreneur Competency in China’s Higher Education
3. Methodology
3.1. Research Methodology, Population, and Sampling Technique, and the Demographic Profile of the Participants
3.2. Instrumental Development
4. Results
4.1. Data Cleaning
4.2. Exploratory Factor Analysis
4.3. Confirmatory Factor Analysis
4.4. Correlation Analysis
- Within Pedagogical Competency, significant moderate correlations were observed between understanding of learners (AA), instructional design (AB), and evaluation of learning (AC). For example, AA and AB showed a correlation of r = 0.552, and AA and AC demonstrated a correlation of r = 0.586, both indicating moderate relationships. These results suggest that a deeper understanding of learners is moderately associated with more effective instructional design and evaluation practices. This underscores the importance of a comprehensive approach to developing pedagogical skills to enhance teacher effectiveness.
- For Social Competency, the sub-competencies communication (BD), networking and partnership (BA), collaboration (BB), and organizational competencies (BC) exhibited moderate correlations. For instance, BD and BA had a correlation of r = 0.568, and BD and BC had a correlation of r = 0.581. These moderate correlations suggest that teachers who excel in communication are also proficient in networking, collaboration, and organizational abilities. This highlights the interconnectedness of Social Competencies, which are essential for building relationships and leading initiatives in educational settings—key traits of successful teacherpreneurs.
- The analysis of Personality Competency identified moderate correlations between innovation and proactivity (CA), strategic planning (CB), determination and dedication (CC), and identification of opportunities (CD). Notably, CA and CD had a correlation of r = 0.592, and CB and CD were correlated at r = 0.537, both reflecting moderate relationships. These findings emphasize the importance of a proactive and innovative mindset in identifying and leveraging opportunities in education, underscoring the role of these traits in teacherpreneurship.
- In Professional Competency, moderate correlations were observed among teacher leadership (DA), entrepreneurial leadership (DB), and learning competencies (DC). The correlation between DC and DA was r = 0.556, while DC and DB had a correlation of r = 0.542. These moderate correlations suggest that effective leadership is closely tied to entrepreneurial leadership and a commitment to continuous learning, both critical for driving educational innovation.
- Pedagogical and Social Competencies (r = 0.381): This indicates a weak but statistically significant positive relationship. It suggests that while effective teaching practices (Pedagogical Competency) are somewhat linked to social skills, the relationship is not particularly strong. Teachers with good instructional skills may also have some Social Competency, but these two areas develop somewhat independently.
- Pedagogical and Personality Competencies (r = 0.359): This also represents a weak correlation. While creativity, innovation, and personality traits like resilience are linked to pedagogical skills, they tend to develop separately. This suggests that teacher education programs should pay separate attention to personality traits alongside pedagogical development.
- Pedagogical and Professional Competencies (r = 0.341): This weak correlation implies that although leadership and Professional Competency are somewhat connected to pedagogical skills, they are still relatively distinct. Teachers who excel in teaching may show some professional leadership, but these competencies develop in parallel rather than together.
- Social and Personality Competencies (r = 0.301): This shows a weak correlation. Social skills (communication, networking, collaboration) and personality traits like proactivity and innovation tend to be weakly linked. Teachers who are strong in Social Competencies may not always be the most creative or proactive, emphasizing the importance of focusing on both areas separately in teacher education programs.
- Social and Professional Competencies (r = 0.360): This correlation is also weak but significant, indicating that teachers with strong social skills tend to have somewhat stronger Professional Competencies. Communication and collaboration are essential aspects of leadership in education, so there is some connection between these two dimensions.
- Personality and Professional Competencies (r = 0.302): Again, this is a weak correlation. Personality traits such as creativity and proactivity are not strongly correlated with professional leadership competencies. This suggests that developing leadership skills in teachers requires more than fostering personality traits alone; specific leadership training is necessary.
5. Discussion
5.1. Theoretical Contributions
5.2. Adoption of Teacherpreneur Competency Measurement Scale
5.3. Teacherpreneurship and Global Educational Reform: Implications for Future Policy and Innovation in Teacher Education
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
PEDAGOGICAL COMPETENCY | |||||
Understanding of Learners | |||||
1. I have a deep understanding of the diverse needs and backgrounds of my students. | 5 | 4 | 3 | 2 | 1 |
2. I consistently consider individual learning styles when planning my lessons. | 5 | 4 | 3 | 2 | 1 |
3. I tailor my teaching approach to accommodate various learning preferences. | 5 | 4 | 3 | 2 | 1 |
4. I actively seek feedback from students to improve my understanding of their needs. | 5 | 4 | 3 | 2 | 1 |
5. I regularly reflect on the effectiveness of my teaching methods to better address learner needs. | 5 | 4 | 3 | 2 | 1 |
Instructional Design Competencies | |||||
6. I am confident in my ability to design effective and engaging instructional materials. | 5 | 4 | 3 | 2 | 1 |
7. I routinely incorporate technology to enhance my instructional design. | 5 | 4 | 3 | 2 | 1 |
8. I adapt my instructional materials to cater to different learning preferences. | 5 | 4 | 3 | 2 | 1 |
9. I regularly update my teaching materials to align with the latest educational trends. | 5 | 4 | 3 | 2 | 1 |
10. I collaborate with colleagues to enhance the quality of instructional materials. | 5 | 4 | 3 | 2 | 1 |
Evaluation of Learning | |||||
11. I frequently assess student learning outcomes in my teaching practices. | 5 | 4 | 3 | 2 | 1 |
12. I use assessment data to refine and improve my teaching methods. | 5 | 4 | 3 | 2 | 1 |
13. I involve students in the assessment process to enhance their learning experience. | 5 | 4 | 3 | 2 | 1 |
14. I adapt my teaching strategies based on the feedback received from assessments. | 5 | 4 | 3 | 2 | 1 |
15. I actively seek innovative ways to assess student learning beyond traditional methods. | 5 | 4 | 3 | 2 | 1 |
SOCIAL COMPETENCY | |||||
Networks and Partnership Competencies | |||||
16. I actively participate in professional networks within the education community. | 5 | 4 | 3 | 2 | 1 |
17. I seek and establish partnerships with other educational institutions or organizations. | 5 | 4 | 3 | 2 | 1 |
18. I collaborate with professionals outside of my immediate educational circle. | 5 | 4 | 3 | 2 | 1 |
19. I share resources and best practices with colleagues in my network. | 5 | 4 | 3 | 2 | 1 |
20. I actively engage in conferences and workshops to expand my professional network. | 5 | 4 | 3 | 2 | 1 |
Collaborative Competencies | |||||
21. I frequently collaborate with colleagues on teaching projects. | 5 | 4 | 3 | 2 | 1 |
22. I actively contribute to a collaborative teaching environment. | 5 | 4 | 3 | 2 | 1 |
23. I encourage and support teamwork among my peers. | 5 | 4 | 3 | 2 | 1 |
24. I engage in joint lesson planning and resource development with fellow educators. | 5 | 4 | 3 | 2 | 1 |
25. I mentor less experienced colleagues to enhance their collaborative skills. | 5 | 4 | 3 | 2 | 1 |
Competencies to Organize | |||||
26. I possess strong organizational skills in coordinating educational events. | 5 | 4 | 3 | 2 | 1 |
27. I effectively manage and organize resources for optimal teaching outcomes. | 5 | 4 | 3 | 2 | 1 |
28. I efficiently plan and execute workshops or extracurricular activities. | 5 | 4 | 3 | 2 | 1 |
29. I create and maintain an organized and conducive learning environment. | 5 | 4 | 3 | 2 | 1 |
30. I delegate tasks and responsibilities efficiently when organizing educational events. | 5 | 4 | 3 | 2 | 1 |
Communication Competencies | |||||
31. I communicate effectively with students, colleagues, and parents. | 5 | 4 | 3 | 2 | 1 |
32. I use communication strategies to foster a positive and inclusive learning environment. | 5 | 4 | 3 | 2 | 1 |
33. I am responsive to the needs and concerns of students and parents. | 5 | 4 | 3 | 2 | 1 |
34. I utilize various communication channels to engage with the educational community. | 5 | 4 | 3 | 2 | 1 |
35. I seek feedback on my communication style to continuously improve its effectiveness. | 5 | 4 | 3 | 2 | 1 |
PERSONALITY COMPETENCY | |||||
Competencies of Being Innovative and Proactive | |||||
36. I consistently implement innovative teaching practices. | 5 | 4 | 3 | 2 | 1 |
37. I actively seek out opportunities to be proactive in adapting to educational changes. | 5 | 4 | 3 | 2 | 1 |
38. I encourage creativity and innovation in my students. | 5 | 4 | 3 | 2 | 1 |
39. I am quick to adapt to new and emerging educational trends. | 5 | 4 | 3 | 2 | 1 |
40. I regularly attend professional development sessions focused on innovation in education. | 5 | 4 | 3 | 2 | 1 |
Competencies for Strategic Planning and Analysis | |||||
41. I carefully plan for long-term educational goals in my teaching practices. | 5 | 4 | 3 | 2 | 1 |
42. I regularly analyze and adapt teaching strategies based on student performance. | 5 | 4 | 3 | 2 | 1 |
43. I set clear objectives and goals for my teaching practices. | 5 | 4 | 3 | 2 | 1 |
44. I assess the effectiveness of my teaching methods through strategic planning. | 5 | 4 | 3 | 2 | 1 |
45. I engage in continuous improvement by seeking feedback from peers and students. | 5 | 4 | 3 | 2 | 1 |
Competencies of Determination and Dedication | |||||
46. My determination positively impacts my teaching. | 5 | 4 | 3 | 2 | 1 |
47. I am dedicated to continuous professional development. | 5 | 4 | 3 | 2 | 1 |
48. I persist in overcoming challenges to ensure positive learning outcomes. | 5 | 4 | 3 | 2 | 1 |
49. I actively seek opportunities for personal and professional growth. | 5 | 4 | 3 | 2 | 1 |
50. I maintain a resilient and determined attitude even in the face of adversity. | 5 | 4 | 3 | 2 | 1 |
Competencies for the Identification of Opportunities | |||||
51. I identify and capitalize on opportunities for improvement in teaching. | 5 | 4 | 3 | 2 | 1 |
52. I stay informed about emerging opportunities in education. | 5 | 4 | 3 | 2 | 1 |
53. I am quick to recognize and utilize opportunities for professional development. | 5 | 4 | 3 | 2 | 1 |
54. I actively seek out opportunities to enhance the educational experience for my students. | 5 | 4 | 3 | 2 | 1 |
55. I am open to exploring and implementing innovative ideas to improve teaching. | 5 | 4 | 3 | 2 | 1 |
PROFESSIONAL COMPETENCY | |||||
Teacher Leadership Competencies | |||||
56. I demonstrate leadership qualities in my educational community. | 5 | 4 | 3 | 2 | 1 |
57. I actively contribute to the professional development of my colleagues. | 5 | 4 | 3 | 2 | 1 |
58. I mentor and guide less experienced colleagues in their teaching practices. | 5 | 4 | 3 | 2 | 1 |
59. I advocate for positive changes and improvements in the educational system. | 5 | 4 | 3 | 2 | 1 |
60. I collaborate with other educators to lead initiatives for educational improvement. | 5 | 4 | 3 | 2 | 1 |
Entrepreneurial Leadership Competencies | |||||
61. I integrate entrepreneurial thinking into my educational practices. | 5 | 4 | 3 | 2 | 1 |
62. I actively promote an entrepreneurial mindset among my students. | 5 | 4 | 3 | 2 | 1 |
63. I encourage students to explore and develop their innovative ideas. | 5 | 4 | 3 | 2 | 1 |
64. I am open to taking calculated risks to enhance the learning experience. | 5 | 4 | 3 | 2 | 1 |
65. I involve students in entrepreneurial projects to develop their practical skills. | 5 | 4 | 3 | 2 | 1 |
Learning Competencies | |||||
66. I am committed to continuous learning and professional growth. | 5 | 4 | 3 | 2 | 1 |
67. I actively seek out new learning strategies to enhance my teaching methods. | 5 | 4 | 3 | 2 | 1 |
68. I regularly participate in professional development opportunities. | 5 | 4 | 3 | 2 | 1 |
69. I encourage a culture of lifelong learning among my students. | 5 | 4 | 3 | 2 | 1 |
70. I actively share my learning experiences with colleagues to promote a culture of growth. | 5 | 4 | 3 | 2 | 1 |
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University | Number of Teacher Education Program | Numbers of Students * | Sample |
---|---|---|---|
UNI 1 | 37 | 3688 | 185 |
UNI 2 | 21 | 1418 | 71 |
UNI 3 | 19 | 1468 | 74 |
UNI 4 | 21 | 1400 | 70 |
Total | 98 | 7974 | 400 |
Subscale | Dimension | Item |
---|---|---|
Pedagogical Competency, A | Understanding of learners, AA | 1, 2, 3, 4, 5 |
Instructional competencies, AB | 6, 7, 8, 9, 10 | |
Evaluation of learning, AC | 11, 12, 13, 14, 15 | |
Social Competency, B | Networks and partnership competencies, BA | 16, 17, 18, 19, 20 |
Collaborative competencies, BB | 21, 22, 23, 24, 25 | |
Competencies to organize, BC | 26, 27, 28, 29, 30 | |
Communication competencies, BD | 31, 32, 33, 34, 35 | |
Personality Competency, C | Competencies of being innovative and proactive, CA | 36, 37, 38, 39, 40 |
Competencies for strategic planning and analysis, CB | 41, 42, 43, 44, 45 | |
Competencies of determination and dedication, CC | 46, 47, 48, 49, 50 | |
Competencies for the identification of opportunities, CD | 51, 52, 53, 54, 55 | |
Professional Competency, D | Teacher leadership competencies, DA | 56, 57, 58, 59, 60 |
Entrepreneurial competencies, DB | 61, 62, 63, 64, 65 | |
Learning competencies, DC | 66, 67, 68, 69, 70 |
Kaiser–Meyer–Olkin measure of sampling adequacy | 0.824 | |
Bartlett’s test of sphericity | Approx. Chi-square | 15,349.097 |
df | 2415 | |
Sig. | <0.001 |
Component | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
A1 | 0.755 | |||||||||||||
A2 | 0.816 | |||||||||||||
A3 | 0.754 | |||||||||||||
A4 | 0.757 | |||||||||||||
A5 | 0.753 | |||||||||||||
A6 | 0.816 | |||||||||||||
A7 | 0.747 | |||||||||||||
A8 | 0.821 | |||||||||||||
A9 | 0.838 | |||||||||||||
A10 | 0.826 | |||||||||||||
A11 | 0.792 | |||||||||||||
A12 | 0.741 | |||||||||||||
A13 | 0.806 | |||||||||||||
A14 | 0.815 | |||||||||||||
A15 | 0.737 | |||||||||||||
B1 | 0.781 | |||||||||||||
B2 | 0.783 | |||||||||||||
B3 | 0.762 | |||||||||||||
B4 | 0.831 | |||||||||||||
B5 | 0.775 | |||||||||||||
B6 | 0.801 | |||||||||||||
B7 | 0.804 | |||||||||||||
B8 | 0.729 | |||||||||||||
B9 | 0.786 | |||||||||||||
B10 | 0.758 | |||||||||||||
B11 | 0.807 | |||||||||||||
B12 | 0.771 | |||||||||||||
B13 | 0.686 | |||||||||||||
B14 | 0.803 | |||||||||||||
B15 | 0.769 | |||||||||||||
B16 | 0.765 | |||||||||||||
B17 | 0.769 | |||||||||||||
B18 | 0.811 | |||||||||||||
B19 | 0.805 | |||||||||||||
B20 | 0.781 | |||||||||||||
C1 | 0.826 | |||||||||||||
C2 | 0.762 | |||||||||||||
C3 | 0.836 | |||||||||||||
C4 | 0.837 | |||||||||||||
C5 | 0.673 | |||||||||||||
C6 | 0.808 | |||||||||||||
C7 | 0.821 | |||||||||||||
C8 | 0.776 | |||||||||||||
C9 | 0.811 | |||||||||||||
C10 | 0.811 | |||||||||||||
C11 | 0.785 | |||||||||||||
C12 | 0.743 | |||||||||||||
C13 | 0.761 | |||||||||||||
C14 | 0.759 | |||||||||||||
C15 | 0.721 | |||||||||||||
C16 | 0.755 | |||||||||||||
C17 | 0.762 | |||||||||||||
C18 | 0.751 | |||||||||||||
C19 | 0.761 | |||||||||||||
C20 | 0.732 | |||||||||||||
D1 | 0.814 | |||||||||||||
D2 | 0.784 | |||||||||||||
D3 | 0.766 | |||||||||||||
D4 | 0.761 | |||||||||||||
D5 | 0.770 | |||||||||||||
D6 | 0.796 | |||||||||||||
D7 | 0.796 | |||||||||||||
D8 | 0.742 | |||||||||||||
D9 | 0.780 | |||||||||||||
D10 | 0.778 | |||||||||||||
D11 | 0.770 | |||||||||||||
D12 | 0.815 | |||||||||||||
D13 | 0.787 | |||||||||||||
D14 | 0.779 | |||||||||||||
D15 | 0.756 |
Fit Index | Acceptable Range | Measurement Value |
---|---|---|
CMIN | 2714.953 | |
DF | 2325 | |
CMIN/DF | <3 | 1.168 |
GFI | >0.8 | 0.847 |
AGFI | >0.8 | 0.837 |
RMSEA | <0.08 | 0.021 |
IFI | >0.9 | 0.978 |
NFI | >0.8 | 0.866 |
TLI(NNFI) | >0.9 | 0.977 |
CFI | >0.9 | 0.978 |
SRMR | <0.05 | 0.039 |
Estimate | S.E. | C.R. | p | Factor Loading | CR | AVE | |||
---|---|---|---|---|---|---|---|---|---|
AA | <--- | A | 1.000 | 0.778 | 0.834 | 0.626 | |||
AB | <--- | A | 0.782 | 0.072 | 10.862 | *** | 0.776 | ||
AC | <--- | A | 1.124 | 0.094 | 11.956 | *** | 0.818 | ||
BA | <--- | B | 1.000 | 0.756 | 0.872 | 0.631 | |||
BB | <--- | B | 1.032 | 0.101 | 10.220 | *** | 0.815 | ||
BC | <--- | B | 1.280 | 0.124 | 10.310 | *** | 0.798 | ||
BD | <--- | B | 1.165 | 0.111 | 10.473 | *** | 0.807 | ||
CA | <--- | C | 1.000 | 0.791 | 0.855 | 0.595 | |||
CB | <--- | C | 0.750 | 0.074 | 10.161 | *** | 0.751 | ||
CC | <--- | C | 0.947 | 0.090 | 10.532 | *** | 0.730 | ||
CD | <--- | C | 1.247 | 0.105 | 11.898 | *** | 0.812 | ||
DA | <--- | D | 1.000 | 0.831 | 0.839 | 0.635 | |||
DB | <--- | D | 1.080 | 0.099 | 10.888 | *** | 0.796 | ||
DC | <--- | D | 0.975 | 0.094 | 10.358 | *** | 0.763 | ||
A1 | <--- | AA | 1.000 | 0.873 | 0.924 | 0.709 | |||
A2 | <--- | AA | 0.957 | 0.044 | 21.819 | *** | 0.836 | ||
A3 | <--- | AA | 1.009 | 0.047 | 21.607 | *** | 0.829 | ||
A4 | <--- | AA | 0.817 | 0.043 | 19.222 | *** | 0.775 | ||
A5 | <--- | AA | 1.075 | 0.044 | 24.533 | *** | 0.892 | ||
A6 | <--- | AB | 1.000 | 0.774 | 0.911 | 0.671 | |||
A7 | <--- | AB | 1.052 | 0.062 | 17.074 | *** | 0.803 | ||
A8 | <--- | AB | 1.114 | 0.064 | 17.497 | *** | 0.819 | ||
A9 | <--- | AB | 1.224 | 0.066 | 18.570 | *** | 0.862 | ||
A10 | <--- | AB | 1.209 | 0.068 | 17.904 | *** | 0.836 | ||
A11 | <--- | AC | 1.000 | 0.903 | 0.898 | 0.638 | |||
A12 | <--- | AC | 0.829 | 0.042 | 19.927 | *** | 0.786 | ||
A13 | <--- | AC | 0.844 | 0.042 | 20.120 | *** | 0.783 | ||
A14 | <--- | AC | 0.707 | 0.037 | 19.208 | *** | 0.766 | ||
A15 | <--- | AC | 0.714 | 0.039 | 18.367 | *** | 0.746 | ||
B1 | <--- | BA | 1.000 | 0.753 | 0.866 | 0.565 | |||
B2 | <--- | BA | 0.931 | 0.062 | 15.057 | *** | 0.771 | ||
B3 | <--- | BA | 1.027 | 0.072 | 14.202 | *** | 0.728 | ||
B4 | <--- | BA | 1.085 | 0.073 | 14.760 | *** | 0.753 | ||
B5 | <--- | BA | 0.959 | 0.065 | 14.638 | *** | 0.752 | ||
B6 | <--- | BB | 1.000 | 0.739 | 0.895 | 0.630 | |||
B7 | <--- | BB | 1.017 | 0.068 | 14.954 | *** | 0.760 | ||
B8 | <--- | BB | 1.228 | 0.074 | 16.559 | *** | 0.836 | ||
B9 | <--- | BB | 1.333 | 0.081 | 16.447 | *** | 0.834 | ||
B10 | <--- | BB | 1.319 | 0.083 | 15.809 | *** | 0.796 | ||
B11 | <--- | BC | 1.000 | 0.782 | 0.898 | 0.639 | |||
B12 | <--- | BC | 0.952 | 0.058 | 16.433 | *** | 0.777 | ||
B13 | <--- | BC | 1.038 | 0.059 | 17.701 | *** | 0.826 | ||
B14 | <--- | BC | 1.021 | 0.058 | 17.508 | *** | 0.820 | ||
B15 | <--- | BC | 0.992 | 0.059 | 16.765 | *** | 0.790 | ||
B16 | <--- | BD | 1.000 | 0.767 | 0.885 | 0.606 | |||
B17 | <--- | BD | 1.022 | 0.066 | 15.459 | *** | 0.762 | ||
B18 | <--- | BD | 1.076 | 0.065 | 16.586 | *** | 0.808 | ||
B19 | <--- | BD | 0.990 | 0.062 | 15.936 | *** | 0.783 | ||
B20 | <--- | BD | 1.073 | 0.068 | 15.848 | *** | 0.773 | ||
C1 | <--- | CA | 1.000 | 0.794 | 0.893 | 0.624 | |||
C2 | <--- | CA | 0.928 | 0.054 | 17.034 | *** | 0.794 | ||
C3 | <--- | CA | 1.174 | 0.066 | 17.766 | *** | 0.818 | ||
C4 | <--- | CA | 1.026 | 0.062 | 16.458 | *** | 0.776 | ||
C5 | <--- | CA | 0.879 | 0.053 | 16.471 | *** | 0.768 | ||
C6 | <--- | CB | 1.000 | 0.732 | 0.887 | 0.612 | |||
C7 | <--- | CB | 1.130 | 0.072 | 15.607 | *** | 0.809 | ||
C8 | <--- | CB | 1.293 | 0.082 | 15.858 | *** | 0.818 | ||
C9 | <--- | CB | 1.166 | 0.078 | 14.973 | *** | 0.776 | ||
C10 | <--- | CB | 1.293 | 0.087 | 14.953 | *** | 0.772 | ||
C11 | <--- | CC | 1.000 | 0.804 | 0.890 | 0.618 | |||
C12 | <--- | CC | 0.956 | 0.057 | 16.664 | *** | 0.769 | ||
C13 | <--- | CC | 0.988 | 0.057 | 17.461 | *** | 0.807 | ||
C14 | <--- | CC | 0.806 | 0.050 | 16.224 | *** | 0.762 | ||
C15 | <--- | CC | 0.887 | 0.052 | 17.054 | *** | 0.787 | ||
C16 | <--- | CD | 1.000 | 0.874 | 0.904 | 0.654 | |||
C17 | <--- | CD | 0.627 | 0.034 | 18.586 | *** | 0.767 | ||
C18 | <--- | CD | 0.791 | 0.040 | 19.625 | *** | 0.792 | ||
C19 | <--- | CD | 0.792 | 0.040 | 19.939 | *** | 0.802 | ||
C20 | <--- | CD | 0.871 | 0.044 | 19.851 | *** | 0.804 | ||
D1 | <--- | DA | 1.000 | 0.777 | 0.899 | 0.640 | |||
D2 | <--- | DA | 1.098 | 0.063 | 17.532 | *** | 0.828 | ||
D3 | <--- | DA | 1.042 | 0.061 | 16.957 | *** | 0.804 | ||
D4 | <--- | DA | 0.997 | 0.061 | 16.377 | *** | 0.784 | ||
D5 | <--- | DA | 0.910 | 0.054 | 16.976 | *** | 0.805 | ||
D6 | <--- | DB | 1.000 | 0.849 | 0.897 | 0.636 | |||
D7 | <--- | DB | 0.801 | 0.046 | 17.400 | *** | 0.759 | ||
D8 | <--- | DB | 0.747 | 0.041 | 18.381 | *** | 0.789 | ||
D9 | <--- | DB | 0.885 | 0.048 | 18.515 | *** | 0.788 | ||
D10 | <--- | DB | 0.921 | 0.049 | 18.730 | *** | 0.801 | ||
D11 | <--- | DC | 1.000 | 0.803 | 0.878 | 0.591 | |||
D12 | <--- | DC | 0.796 | 0.051 | 15.525 | *** | 0.745 | ||
D13 | <--- | DC | 0.808 | 0.052 | 15.608 | *** | 0.745 | ||
D14 | <--- | DC | 0.804 | 0.049 | 16.383 | *** | 0.770 | ||
D15 | <--- | DC | 0.806 | 0.048 | 16.722 | *** | 0.779 |
M | S.D. | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AAm (1) | 3.516 | 1.069 | 1 | |||||||||||||
ABm (2) | 3.666 | 0.975 | 0.552 *** | 1 | ||||||||||||
ACm (3) | 3.530 | 0.977 | 0.586 *** | 0.587 *** | 1 | |||||||||||
BAm (4) | 3.659 | 0.863 | 0.228 *** | 0.266 *** | 0.241 *** | 1 | ||||||||||
BBm (5) | 3.605 | 0.956 | 0.277 *** | 0.292 *** | 0.283 *** | 0.551 *** | 1 | |||||||||
BCm (6) | 3.424 | 1.027 | 0.247 *** | 0.244 *** | 0.255 *** | 0.498 *** | 0.601 *** | 1 | ||||||||
BDm (7) | 3.370 | 0.961 | 0.296 *** | 0.286 *** | 0.253 *** | 0.568 *** | 0.555 *** | 0.581 *** | 1 | |||||||
CAm (8) | 3.696 | 0.966 | 0.211 *** | 0.206 *** | 0.262 *** | 0.133 *** | 0.240 *** | 0.112 *** | 0.142 *** | 1 | ||||||
CBm (9) | 3.782 | 0.899 | 0.242 *** | 0.235 *** | 0.274 *** | 0.202 *** | 0.238 *** | 0.273 *** | 0.241 *** | 0.516 *** | 1 | |||||
CCm (10) | 3.619 | 0.920 | 0.254 *** | 0.208 *** | 0.254 *** | 0.158 *** | 0.211 *** | 0.143 *** | 0.189 *** | 0.525 *** | 0.492 *** | 1 | ||||
CDm (11) | 3.804 | 0.949 | 0.283 *** | 0.193 *** | 0.313 *** | 0.198 *** | 0.279 *** | 0.261 *** | 0.157 *** | 0.592 *** | 0.537 *** | 0.523 *** | 1 | |||
DAm (12) | 3.569 | 1.006 | 0.301 *** | 0.273 *** | 0.259 *** | 0.236 *** | 0.273 *** | 0.278 *** | 0.282 *** | 0.190 *** | 0.203 *** | 0.217 *** | 0.210 *** | 1 | ||
DBm (13) | 3.636 | 0.980 | 0.286 *** | 0.203 *** | 0.206 *** | 0.193 *** | 0.246 *** | 0.240 *** | 0.220 *** | 0.173 *** | 0.183 *** | 0.189 *** | 0.241 *** | 0.594 *** | 1 | |
DCm (14) | 3.346 | 0.902 | 0.291 *** | 0.179 *** | 0.168 *** | 0.204 *** | 0.266 *** | 0.301 *** | 0.227 *** | 0.194 *** | 0.235 *** | 0.203 *** | 0.225 *** | 0.556 *** | 0.542 *** | 1 |
M | S.D. | Am | Bm | Cm | Dm | |
---|---|---|---|---|---|---|
Am | 3.571 | 0.852 | 1 | |||
Bm | 3.515 | 0.779 | 0.381 *** | 1 | ||
Cm | 3.726 | 0.752 | 0.359 *** | 0.301 *** | 1 | |
Dm | 3.517 | 0.811 | 0.341 *** | 0.360 *** | 0.302 *** | 1 |
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Liu, D.; Chaemchoy, S.; Siribanpitak, P. Unlocking Teacherpreneur Potential in Higher Education: Validating a Competency Measurement Scale. Educ. Sci. 2024, 14, 1005. https://doi.org/10.3390/educsci14091005
Liu D, Chaemchoy S, Siribanpitak P. Unlocking Teacherpreneur Potential in Higher Education: Validating a Competency Measurement Scale. Education Sciences. 2024; 14(9):1005. https://doi.org/10.3390/educsci14091005
Chicago/Turabian StyleLiu, Dihui, Sukanya Chaemchoy, and Pruet Siribanpitak. 2024. "Unlocking Teacherpreneur Potential in Higher Education: Validating a Competency Measurement Scale" Education Sciences 14, no. 9: 1005. https://doi.org/10.3390/educsci14091005
APA StyleLiu, D., Chaemchoy, S., & Siribanpitak, P. (2024). Unlocking Teacherpreneur Potential in Higher Education: Validating a Competency Measurement Scale. Education Sciences, 14(9), 1005. https://doi.org/10.3390/educsci14091005