Moderated Mediation Analysis of the Relationship Between Inclusive Leadership and Innovation Behavior
Abstract
1. Introduction
1.1. Role of Inclusive Leadership
1.2. Role of Employee Introspection
1.3. Role of Sense of Accomplishment
1.4. Psychological Safety Status as a Moderator
1.5. Organizational Support Status as a Moderator
2. Method and Variables
2.1. Hypothesis
2.2. Method
2.3. Data Analysis
2.3.1. Reliability and Validity Tests
2.3.2. Correlational Analysis
3. Discussion on Results
3.1. Mediation Analysis
3.2. Moderated Mediation Analysis
4. Discussion and Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
SDG | Sustainable Development Goal |
Appendix A. Variables and Scales
- I am satisfied with my career.
- My career conditions are excellent.
- 3.
- My organization strongly considers my goals.
- 4.
- My organization strongly considers my values.
- 5.
- In my work, leaders actively seek my opinions and thoughts.
- 6.
- Leaders recognize my efforts and contributions.
- 7.
- In my work, leaders encourage me to propose new plans and ideas.
- 8.
- Leaders appreciate and support cross-departmental collaboration.
- 9.
- Leaders openly recognize employees’ achievements.
- 10.
- When employees make mistakes, leaders express their emotional understanding and provide constructive feedback.
- 11.
- When something goes wrong, I engage in self-reflection.
- 12.
- I regularly align my personal goals with the organization’s objectives.
- 13.
- Leaders treat employees fairly.
- 14.
- Leaders emphasize fairness and justice in team management.
Variables | Sense of Accomplishment | Organizational Support | Innovation Behavior | Inclusive Leadership | Employee Introspection | Psychological Safety | |
---|---|---|---|---|---|---|---|
Scales |
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KMO and Bartlett | ||||
---|---|---|---|---|
KMO | 0.929 | |||
Bartlett | Chi-square | 1726.522 | ||
df | 120 | |||
p | 0.000 | |||
Cronbach | ||||
(CITC) | Deleted alpha coefficient | Cronbach’s α | ||
Age | −0.034 | 0.947 | 0.939 | |
Gender | −0.056 | 0.946 | ||
My career conditions are excellent. | 0.701 | 0.935 | ||
My organization strongly considers my goals. | 0.801 | 0.932 | ||
My organization strongly considers my values. | 0.857 | 0.931 | ||
I am satisfied with my career. | 0.607 | 0.937 | ||
Leaders recognize my efforts and contributions. | 0.819 | 0.932 | ||
In my work, leaders encourage me to propose new plans and ideas. | 0.810 | 0.932 | ||
Leaders treat employees fairly. | 0.797 | 0.932 | ||
When something goes wrong, I engage in self-reflection. | 0.468 | 0.939 | ||
Leaders emphasize fairness and justice in team management. | 0.822 | 0.931 | ||
I regularly align my personal goals with the organization’s objectives. | 0.619 | 0.937 | ||
Leaders appreciate and support cross-departmental collaboration. | 0.796 | 0.933 | ||
When employees make mistakes, leaders express emotional understanding and provide constructive feedback. | 0.798 | 0.932 | ||
Leaders openly recognize employees’ achievements. | 0.782 | 0.933 | ||
In my work, leaders actively seek my opinions and thoughts. | 0.839 | 0.931 | ||
Cronbach’s α = 0.927 |
My career conditions are excellent. | leaders openly Recognize employees’ achievements. | In my work, leaders actively seek my opinions and thoughts. | My career conditions are excellent. | ||
Constant | 1.370 ** (4.740) | 0.288 (1.088) | 0.138 (0.581) | 1.282 ** (4.599) | |
Leaders appreciate and support cross-departmental collaboration. | 0.258 * (2.581) | 0.584 ** (6.378) | 0.541 ** (6.604) | 0.023 (0.199) | |
When employees make mistakes, leaders express their emotional understanding and provide constructive feedback. | 0.389 ** (4.630) | 0.345 ** (4.471) | 0.392 ** (5.679) | 0.235 * (2.568) | |
Leaders openly recognize employees’ achievements. | 0.199 * (2.037) | ||||
In my work, leaders actively seek my opinions and thoughts. | 0.218 * (1.997) | ||||
Sample size | 138 | 138 | 138 | 138 | |
R2 | 0.362 | 0.560 | 0.618 | 0.420 | |
Adjusted R2 | 0.352 | 0.553 | 0.613 | 0.403 | |
F | F (2,135) = 38.283, p = 0.000 | F (2,135) = 85.769, p = 0.000 | F (2,135) = 109.364, p = 0.000 | F (4,133) = 24.089, p = 0.000 | |
* p < 0.05 ** p < 0.01 ():t | |||||
I regularly align my personal goals with the organization’s objectives. | Leaders recognize my efforts and contributions. | Leaders actively seek my opinions and thoughts. | In my work, leaders encourage me to propose new plans and ideas. | I regularly align my personal goals with the organization’s objectives. | |
Constant | 1.263 ** (4.251) | 0.602 * (2.447) | 0.146 (0.635) | 0.099 (0.440) | 1.095 ** (3.684) |
Leaders appreciate and support cross-departmental collaboration. | 0.444 ** (4.052) | 0.447 ** (4.931) | 0.462 ** (5.442) | 0.637 ** (7.715) | 0.315 * (2.359) |
Leaders openly recognize employees’ achievements. | 0.197 * (2.181) | 0.395 ** (5.282) | 0.451 ** (6.452) | 0.313 ** (4.591) | 0.058 (0.546) |
Leaders recognize my efforts and contributions. | 0.259 * (2.411) | ||||
In my work, leaders actively seek my opinions and thoughts. | 0.137 (1.153) | ||||
In my work, leaders encourage me to propose new plans and ideas. | −0.080 (−0.662) | ||||
Sample size | 138 | 138 | 138 | 138 | 138 |
R2 | 0.330 | 0.566 | 0.639 | 0.656 | 0.372 |
Adjusted R2 | 0.320 | 0.559 | 0.633 | 0.651 | 0.349 |
F | F (2,135) = 33.233, p = 0.000 | F (2,135) = 87.862, p = 0.000 | F (2,135) = 119.273, p = 0.000 | F (2,135) = 128.950, p = 0.000 | F (5,132) = 15.668, p = 0.000 |
* p < 0.05 ** p < 0.01 ():t |
In My Work, Leaders Actively Seek My Opinions and Thoughts. | When Something Goes Wrong, I Engagee in Self-Reflection. | I Regularly Align My Personal Goals with the Organization’s Objectives. | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
β | SE | t | p | β | SE | t | p | β | SE | t | p | ||||
Constant | 0.626 | 0.302 | 2.074 | 0.040 * | 3.509 | 0.507 | 6.928 | 0.000 ** | 2.927 | 0.564 | 5.189 | 0.000 ** | |||
Leaders recognize my efforts and contributions. | 0.639 | 0.064 | 10.010 | 0.000 ** | 0.139 | 0.143 | 0.969 | 0.334 | −0.071 | 0.159 | −0.447 | 0.655 | |||
Leaders treat employees fairly. | −0.271 | 0.188 | −1.442 | 0.152 | −0.175 | 0.210 | −0.833 | 0.406 | |||||||
Leaders recognize my efforts and contributions. × Leaders treat employees fairly. | 0.074 | 0.044 | 1.674 | 0.097 | 0.119 | 0.049 | 2.417 | 0.017 * | |||||||
When something goes wrong, I engage in self-reflection. | −0.081 | 0.085 | −0.955 | 0.341 | |||||||||||
I regularly align my personal goals with the organization’s objectives. | 0.239 | 0.072 | 3.328 | 0.001 ** | |||||||||||
Sample size | 138 | 138 | 138 | ||||||||||||
R2 | 0.593 | 0.238 | 0.346 | ||||||||||||
Adjusted R2 | 0.581 | 0.215 | 0.326 | ||||||||||||
F | F (3,134) = 65.121, p = 0.000 | F (3,134) = 13.958, p = 0.000 | F (3,134) = 23.624, p = 0.000 | ||||||||||||
* p < 0.05 ** p < 0.01 | |||||||||||||||
Direct Effect | |||||||||||||||
Effect | SE | t | p | LLCI | ULCI | ||||||||||
0.639 | 0.064 | 10.010 | 0.000 | 0.514 | 0.765 |
In My Work, Leaders Actively Seek My Opinions and Thoughts. | My Career Conditions Are Excellent. | I Am Satisfied with My Career. | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
β | SE | t | p | β | SE | t | p | β | SE | t | p | |||
Constant | 0.186 | 0.247 | 0.751 | 0.454 | 2.588 | 0.585 | 4.425 | 0.000 ** | 1.990 | 0.617 | 3.226 | 0.002 ** | ||
Leaders openly recognize employees’ achievements. | 0.577 | 0.063 | 9.180 | 0.000 ** | −0.091 | 0.170 | −0.536 | 0.593 | −0.069 | 0.180 | −0.382 | 0.703 | ||
My organization strongly considers my goals. | −0.046 | 0.201 | −0.227 | 0.821 | 0.456 | 0.212 | 2.154 | 0.033 * | ||||||
Leaders openly recognize employees’ achievements × My organization strongly considers my goals. | 0.118 | 0.050 | 2.367 | 0.019 * | 0.030 | 0.053 | 0.564 | 0.574 | ||||||
My career conditions are excellent. | 0.130 | 0.085 | 1.534 | 0.128 | ||||||||||
I am satisfied with my career. | 0.196 | 0.076 | 2.568 | 0.011 * | ||||||||||
Sample size | 138 | 138 | 138 | |||||||||||
R2 | 0.617 | 0.465 | 0.406 | |||||||||||
Adjusted R2 | 0.605 | 0.448 | 0.388 | |||||||||||
F | F (3,134) = 71.911, p = 0.000 | F (3,134) = 38.760, p = 0.000 | F (3,134) = 30.490, p = 0.000 | |||||||||||
* p < 0.05 ** p < 0.01 | ||||||||||||||
Direct Effect | ||||||||||||||
Effect | SE | t | p | LLCI | ULCI | |||||||||
0.577 | 0.063 | 9.180 | 0.000 | 0.454 | 0.701 |
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Liu, J.; Liu, X.; Gao, H. Moderated Mediation Analysis of the Relationship Between Inclusive Leadership and Innovation Behavior. Sustainability 2025, 17, 3962. https://doi.org/10.3390/su17093962
Liu J, Liu X, Gao H. Moderated Mediation Analysis of the Relationship Between Inclusive Leadership and Innovation Behavior. Sustainability. 2025; 17(9):3962. https://doi.org/10.3390/su17093962
Chicago/Turabian StyleLiu, Jialin, Xinyu Liu, and Hongbo Gao. 2025. "Moderated Mediation Analysis of the Relationship Between Inclusive Leadership and Innovation Behavior" Sustainability 17, no. 9: 3962. https://doi.org/10.3390/su17093962
APA StyleLiu, J., Liu, X., & Gao, H. (2025). Moderated Mediation Analysis of the Relationship Between Inclusive Leadership and Innovation Behavior. Sustainability, 17(9), 3962. https://doi.org/10.3390/su17093962