Explaining Effects of Transformational Leadership on Teachers’ Cooperative Professional Development through Structural Equation Model and Phantom Model Approach
Abstract
:1. Introduction
2. Literature Review
2.1. Transformational Leadership and ESD
2.2. Relationship between Transformational Leadership and Teachers’ CPD
2.3. Relationship among Transformative Leadership, Teachers’ Efficacy, and CPD
2.4. Relationship among Transformative Leadership, Attitude, and CPD
2.5. Transformative Leadership, Teachers’ Self-Efficacy, Attitude, and CPD
3. Methods
3.1. Data Collecting and Sampling Procedures
3.2. Research Variables and Measurement Instrument
3.2.1. Transformational Leadership
3.2.2. Teachers’ Self-Efficacy in ESD
3.2.3. Teachers’ Attitudes toward ESD
3.2.4. Cooperative Professional Development
3.3. Analysis Method: Structural Equation Modeling and Phantom Model Approach
3.4. Model Construction
4. Results
4.1. Measurement Model Test through Confirmatory Factor Analysis
4.2. Structural Model Test
5. Conclusions
5.1. Discussion
5.2. Implications
5.3. Limitations and Recommendations for Future Research
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Gender | Male | 31.6 | Year(s) of teaching experience | 0 < Years < 5 | 30.1 |
Female | 68.4 | 5 ≤ Years < 10 | 18.7 | ||
Age | 20s | 16.1 | 10 ≤ Years < 15 | 15.5 | |
30s | 39.4 | 15 ≤ Years < 20 | 12.4 | ||
40s | 22.7 | 20 ≤ Years | 23.3 | ||
50s | 19.7 | Year(s) working with the principal at this school | Year < 1 | 31.6 | |
60s | 2.1 | 1 ≤ Year < 2 | 36.3 | ||
School’s location | Large City | 59.6 | 2 ≤ Years < 3 | 19.7 | |
City | 23.8 | 3 ≤ Years < 4 | 4.1 | ||
Village or Rural area | 26.6 | 4 ≤ Years | 8.3 | ||
Grade level of students I teaching | Elementary (1–6) | 27.4 | Highest educational level | Bachelor | 75.1 |
Middle (7–9) | 18.2 | Master | 23.8 | ||
High (10–12) | 54.4 | Doctor | 1.1 |
Item | S | C | I |
---|---|---|---|
Ensures that teachers have adequate involvement in decisions | 0.87 | 0.23 | 0.12 |
Empowers teachers to perform autonomous tasks | 0.83 | 0.19 | 0.33 |
Frequently discusses educational issues with teachers | 0.74 | 0.31 | 0.20 |
Has a philosophy and expertise in curriculum development | 0.28 | 0.85 | 0.22 |
Analyzes the problems in the curriculum and presents solutions | 0.18 | 0.85 | 0.22 |
Gives support to help you improve teaching practices | 0.41 | 0.69 | 0.32 |
Supports teachers to participate in professional development | 0.12 | 0.11 | 0.87 |
Encourages teachers’ collaboration for their professional growth | 0.32 | 0.30 | 0.72 |
Encourages teachers’ classes observation and providing feedback | 0.24 | 0.38 | 0.69 |
Eigen Value | 2.44 | 2.37 | 2.12 |
Percentage of variance explained | 27.11 | 26.32 | 23.52 |
Cronbach’s α | 0.87 | 0.85 | 0.80 |
Variables | Items | Cronbach’α |
---|---|---|
CPD | How often do you do the following activities for the last 12 months in an ESD context? | 0.92 |
Teach jointly as a team in the same class | ||
Observe other teachers’ classes and provide feedback | ||
Engage in joint activities across various groups | ||
Exchange teaching materials with colleagues | ||
Take part in a professional learning community | ||
TL | How strongly do you agree with the following statements about the principal in this school? | 0.79 |
Ensures that teachers have adequate involvement in decisions | ||
Empowers teachers to perform autonomous tasks | ||
Frequently discusses educational issues with teachers | ||
Has a philosophy and expertise in curriculum development | ||
Analyzes the problems in the curriculum and presents solutions | ||
Gives support to help you improve teaching practices | ||
Supports teachers to participate in professional development | ||
Encourages teachers’ collaboration for their professional growth | ||
Encourages teachers’ classes observation and providing feedback | ||
TSE | To what extent can you do the following in the context of ESD? | 0.93 |
I can successfully implement ESD | ||
I can incorporate SD into my academic field | ||
I can successfully teach all relevant subject content | ||
I can use appropriate teaching methods | ||
I can apply valid assessment tools to evaluate my students | ||
I can motivate students to participate in learning activities | ||
I can address students’ learning needs. | ||
I can improve my teaching competency as time goes by. | ||
AT | How strongly do you agree with the following statements? | 0.83 |
ESD improves students’ future decision-making skills | ||
ESD improves students’ critical thinking skills | ||
ESD helps students to solve various global problems | ||
ESD helps students to solve various local problems |
General Rule | TL | TSE | AT | |
---|---|---|---|---|
Ratio of χ2/df | ≤2 or 3 | 2.04 | 2.31 | 2.87 |
TLI | ≥0.95 | 0.96 | 0.98 | 0.91 |
CFI: | ≥0.95 | 0.97 | 0.98 | 0.92 |
RMSEA | <0.06–0.08 | 0.07 | 0.07 | 0.07 |
CR | ≥0.7 | 0.89 | 0.93 | 0.82 |
AVE | ≥0.5 | 0.72 | 0.62 | 0.54 |
Hypothesis | Path | B | Beta | SE | p | Decision |
---|---|---|---|---|---|---|
H1a | TL→CPD | 0.64 | 0.10 | 0.42 | 0.129 | Reject |
H2 | TL→TSE | 0.35 | 0.22 | 0.14 | 0.010 | Support |
H3 | TSE→CPD | 2.45 | 0.58 | 0.30 | 0.001 | Support |
H5 | TL→AT | 0.18 | 0.21 | 0.07 | 0.015 | Support |
H6 | AT→CPD | 1.37 | 0.17 | 0.54 | 0.011 | Support |
H8 | TSE→AT | 0.18 | 0.34 | 0.05 | 0.001 | Support |
Hypothesis | Path | B | SE | p | 95% Confidence Interval | Decision | |
---|---|---|---|---|---|---|---|
Lower Bound | UpperBound | ||||||
H4 | TL→TSE→CPD | 0.85 | 0.35 | 0.000 | 0.42 | 1.05 | Support |
H7 | TL→AT→CPD | 0.25 | 0.04 | 0.000 | 0.15 | 0.33 | Support |
H9 | TL→TSE→AT | 0.06 | 0.03 | 0.002 | 0.01 | 0.16 | Support |
H10 | TSE→AT→CPD | 0.25 | 0.09 | 0.000 | 0.07 | 0.45 | Support |
H11 | TL→TSE→AT→CPD | 0.09 | 0.01 | 0.000 | 0.03 | 0.18 | Support |
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Kang, W. Explaining Effects of Transformational Leadership on Teachers’ Cooperative Professional Development through Structural Equation Model and Phantom Model Approach. Sustainability 2021, 13, 10888. https://doi.org/10.3390/su131910888
Kang W. Explaining Effects of Transformational Leadership on Teachers’ Cooperative Professional Development through Structural Equation Model and Phantom Model Approach. Sustainability. 2021; 13(19):10888. https://doi.org/10.3390/su131910888
Chicago/Turabian StyleKang, Woonsun. 2021. "Explaining Effects of Transformational Leadership on Teachers’ Cooperative Professional Development through Structural Equation Model and Phantom Model Approach" Sustainability 13, no. 19: 10888. https://doi.org/10.3390/su131910888
APA StyleKang, W. (2021). Explaining Effects of Transformational Leadership on Teachers’ Cooperative Professional Development through Structural Equation Model and Phantom Model Approach. Sustainability, 13(19), 10888. https://doi.org/10.3390/su131910888