Sustainable Leadership Promotes Employees Taking Charge in Green Production: A Resource Investment Perspective
Abstract
1. Introduction
2. Theory and Hypotheses
2.1. Sustainable Leadership and Taking Charge Behavior
2.2. The Mediating Role of Employee Resilience
2.2.1. Sustainable Leadership and Employee Resilience
2.2.2. Employee Resilience and Taking Charge
2.3. Colleague Support as a Moderator
3. Research Methodology
3.1. Sampling and Data Collection
3.2. The Measurement of the Constructs
3.3. Control Variables
4. Results
4.1. Analysis and Findings
4.2. Hypothesis Tests
5. Discussion and Conclusions
5.1. Results Analysis
5.2. Theoretical Implications
5.3. Practical and Policy Implications
5.4. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Scales | AVE | CR |
|---|---|---|
| Sustainable Leadership Questionnaire | 0.509 | 0.939 |
| Perceived Colleague/Peer Support scale | 0.575 | 0.89 |
| Employee Resilience Scale | 0.508 | 0.903 |
| Taking Charge Behavior Scale | 0.508 | 0.912 |
| Green Transformational Leadership Scale | 0.617 | 0.906 |
| Individual Green Values Scale | 0.572 | 0.888 |
| Green Organizational Climate | 0.601 | 0.9 |
| Environmental Regulatory Pressures Scale | 0.709 | 0.879 |
| Factor Structure | χ2 | df | χ2/df | GFI | RMSEA | RMR | CFI | TLI | NNFI |
|---|---|---|---|---|---|---|---|---|---|
| One-factor model (combining all items into one factor) | 4537.73 | 740 | 6.132 | 0.447 | 0.115 | 0.093 | 0.535 | 0.510 | 0.510 |
| Two-factor model (combining SL, ER, CS together) | 3275.52 | 739 | 4.432 | 0.565 | 0.094 | 0.074 | 0.689 | 0.672 | 0.672 |
| Three-factor model (combining SL and CS together) | 2146.58 | 737 | 2.91 | 0.735 | 0.070 | 0.062 | 0.827 | 0.817 | 0.817 |
| Four-factor model | 1279.49 | 734 | 1.74 | 0.907 | 0.044 | 0.036 | 0.933 | 0.929 | 0.929 |
| Variable | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gender | — | — | ||||||||||||
| Age | 30.36 | 7.49 | −0.05 | |||||||||||
| Edu | — | — | 0.06 | −0.07 | ||||||||||
| Rank | — | — | 0.02 | 0.49 ** | 0.09 | |||||||||
| ERP | 3.78 | 0.93 | 0.01 | −0.08 | −0.02 | −0.08 | (0.842) | |||||||
| GTL | 3.40 | 0.84 | −0.05 | 0.02 | −0.11 | 0.02 | 0.24 ** | (0.786) | ||||||
| GOC | 3.44 | 0.88 | 0.00 | 0.08 | −0.07 | −0.01 | 0.26 ** | 0.33 ** | (0.775) | |||||
| IGV | 3.60 | 0.81 | 0.02 | 0.02 | 0.02 | 0.03 | 0.28 ** | 0.22 ** | 0.23 ** | (0.757) | ||||
| SL | 3.43 | 0.71 | 0.08 | 0.09 | 0.05 | 0.08 | 0.05 | 0.22 ** | 0.18 ** | 0.22 ** | (0.713) | |||
| CS | 3.58 | 0.73 | 0.03 | 0.08 | −0.06 | 0.08 | 0.12 * | 0.10 | 0.13 ** | 0.02 | 0.25 ** | (0.758) | ||
| ER | 3.80 | 0.56 | 0.07 | 0.07 | 0.03 | 0.17 * | 0.05 | 0.23 ** | 0.15 ** | 0.19 ** | 0.42 ** | 0.33 ** | (0.712) | |
| TCB | 3.45 | 0.63 | 0.04 | 0.11 * | −0.08 | 0.12 * | 0.09 | 0.21 ** | 0.24 ** | 0.19 ** | 0.40 ** | 0.17 ** | 0.42 ** | (0.712) |
| Employee Resilience | Taking Charge Behavior | |||||
|---|---|---|---|---|---|---|
| M1 | M2 | M3 | M4 | M5 | M6 | |
| CV | ||||||
| Gender | 0.07 (0.05) | 0.04 (0.05) | 0.03 (0.05) | −0.03 (0.06) | −0.06 (0.06) | −0.07 (0.06) |
| Age | −0.02 (0.01) | −0.05 (0.01) | −0.06 (0.01) | 0.03 (0.01) | 0.01 (0.01) | 0.02 (0.01) |
| Education | 0.04 (0.06) | 0.01 (0.06) | 0.03 (0.05) | −0.06 (0.07) | −0.09 (0.06) | −0.09 (0.06) |
| Rank | 0.17 ** (0.04) | 0.16 ** (0.04) | 0.15 (0.07) | 0.11 (0.04) | 0.10 (0.04) | 0.06 (0.04) |
| ERP | 0.04 (0.03) | 0.02 (0.03) | 0.02 (0.03) | 0.01 (0.04) | 0.02 (0.03) | 0.03 (0.03) |
| GOC | 0.07 (0.03) | 0.03 (0.03) | −0.01 (0.03) | 0.15 ** (0.04) | 0.12 * (0.04) | 0.11 (0.04) |
| LGV | 0.13 ** (0.04) | 0.07 (0.03) | 0.07 (0.03) | 0.13 * (0.04) | 0.07 (0.04) | 0.05 (0.04) |
| GTL | 0.20 ** (0.04) | 0.13 ** (0.03) | 0.10 * (0.03) | 0.13 * (0.04) | 0.07 (0.04) | 0.03 (0.04) |
| IV | ||||||
| SL | 0.36 ** (0.04) | 0.34 ** (0.04) | 0.35 ** (0.04) | 0.25 ** (0.04) | ||
| Mediator | ||||||
| ER | 0.28 ** (0.06) | |||||
| Moderator | ||||||
| CS | 0.25 **(0.04) | |||||
| Interaction | ||||||
| SL × CS | 0.14 *(0.02) | |||||
| R2 | 0.09 | 0.21 | 0.28 | 0.09 | 0.20 | 0.26 |
| ∆R2 | 0.09 | 0.12 | 0.07 | 0.09 | 0.11 | 0.06 |
| ∆F | 5.92 ** | 57.61 ** | 8.80 ** | 5.83 ** | 51.64 ** | 31.45 ** |
| Moderator | β | SE | LLCI | ULCI |
|---|---|---|---|---|
| Low | 0.05 | 0.02 | 0.02 | 0.10 |
| Mean | 0.09 | 0.02 | 0.05 | 0.14 |
| High | 0.12 | 0.04 | 0.06 | 0.19 |
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Fan, Z.; Wang, Z.; Hu, H.; He, J.; Du, Y. Sustainable Leadership Promotes Employees Taking Charge in Green Production: A Resource Investment Perspective. Behav. Sci. 2025, 15, 1691. https://doi.org/10.3390/bs15121691
Fan Z, Wang Z, Hu H, He J, Du Y. Sustainable Leadership Promotes Employees Taking Charge in Green Production: A Resource Investment Perspective. Behavioral Sciences. 2025; 15(12):1691. https://doi.org/10.3390/bs15121691
Chicago/Turabian StyleFan, Zengguang, Zhongming Wang, Honghao Hu, Jinjin He, and Yuechao Du. 2025. "Sustainable Leadership Promotes Employees Taking Charge in Green Production: A Resource Investment Perspective" Behavioral Sciences 15, no. 12: 1691. https://doi.org/10.3390/bs15121691
APA StyleFan, Z., Wang, Z., Hu, H., He, J., & Du, Y. (2025). Sustainable Leadership Promotes Employees Taking Charge in Green Production: A Resource Investment Perspective. Behavioral Sciences, 15(12), 1691. https://doi.org/10.3390/bs15121691

