Unpacking the Relationship Between Empowerment Leadership and Electricity Worker’s Unsafe Behavior: A Multi-Moderated Mediation Approach
<p>Research model.</p> "> Figure 2
<p>Measurement model (CFA results).</p> "> Figure 3
<p>Interaction of empowerment leadership and error management climate on safety knowledge.</p> "> Figure 4
<p>Interaction of empowerment leadership and error management climate on work engagement.</p> ">
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis Development
2.1. Social Exchange Theory
2.2. Empowerment Leadership and Workers’ Unsafe Behavior
2.3. Empowerment Leadership and Safety Motivation
2.4. Empowerment Leadership and Work Engagement
2.5. Safety Motivation and Workers’ Unsafe Behavior
2.6. Work Engagement and Workers’ Unsafe Behavior
2.7. The Mediation Role of Safety Motivation
2.8. The Mediation Role of Work Engagement
2.9. The Moderation Role of the Error Management Climate
3. Methods
3.1. Research Context
3.2. Sampling Procedure and Data Collection
3.3. Survey Items
4. Results
4.1. Common Method Bias and Non-Response Bias
4.2. Measurement Model
4.3. Hypotheses Testing: Direct Paths and Indirect Paths
4.4. Hypotheses Testing: Conditional Direct Effects (Moderating Effects)
5. Discussion
6. Conclusions
6.1. Theoretical Contributions
6.2. Practical and Managerial Implications
6.3. Limitations and Future Studies
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Gender | Items | Number | Percentage (%) |
---|---|---|---|
Male | 403 | 98.53 | |
Female | 6 | 1.47 | |
Education | |||
High school/Technical school | 131 | 32.03 | |
Masters | 277 | 67.73 | |
PhD | 1 | 0.24 | |
Age (years) | |||
Less than 25 | 18 | 4.40 | |
25–34 | 126 | 30.81 | |
35–44 | 221 | 54.03 | |
45–54 | 32 | 7.82 | |
55 or higher | 12 | 2.94 | |
Marital status | |||
Single | 171 | 41.81 | |
Married | 189 | 46.21 | |
Divorced | 49 | 11.98 | |
Experience (years) | |||
Less than 5 | 34 | 8.31 | |
5–10 | 99 | 24.21 | |
11–15 | 105 | 25.67 | |
16–20 | 149 | 36.43 | |
Above 20 | 22 | 5.38 |
Variables | Item ID | Standardized Estimate (Factor Loadings) | t-Values | α | CR | AVE | Skewness | Kurtosis |
---|---|---|---|---|---|---|---|---|
Empowerment leadership | 0.942 | 0.943 | 0.706 | |||||
EL1 | 0.683 | 15.555 *** | −0.653 | −0.491 | ||||
EL2 | 0.908 | 22.907 *** | −0.630 | −0.926 | ||||
EL3 | 0.863 | 22.143 *** | −0.318 | −1.248 | ||||
EL4 | 0.912 | 24.286 *** | −0.617 | −0.930 | ||||
EL5 | 0.792 | 23.631 *** | −0.481 | −1.099 | ||||
EL6 | 0.856 | 31.685 *** | −0.556 | −1.040 | ||||
EL7 | 0.844 | - | −0.555 | −1.061 | ||||
Safety motivation | 0.786 | 0.788 | 0.554 | |||||
SM1 | 0.750 | - | −0.705 | −0.009 | ||||
SM2 | 0.767 | 13.984 *** | −0.514 | −0.759 | ||||
SM3 | 0.715 | 13.188 *** | −0.692 | −0.134 | ||||
Work engagement | 0.912 | 0.911 | 0.675 | |||||
WE1 | 0.738 | 16.251 *** | −0.279 | −1.552 | ||||
WE2 | 0.714 | 16.666 *** | −0.309 | −1.176 | ||||
WE3 | 0.888 | 23.421 *** | −0.248 | −1.459 | ||||
WE4 | 0.915 | 24.717 *** | −0.161 | −1.487 | ||||
WE5 | 0.833 | - | −0.125 | −1.247 | ||||
Error management climate | 0.929 | 0.912 | 0.603 | |||||
EMC1 | 0.909 | 16.372 *** | −0.139 | −1.499 | ||||
EMC2 | 0.920 | 16.524 *** | −0.016 | −1.526 | ||||
EMC3 | 0.859 | 15.620 *** | −0.026 | −1.252 | ||||
EMC4 | 0.757 | 16.032 *** | −0.129 | −1.400 | ||||
EMC5 | 0.601 | 14.338 *** | −0.539 | −0.448 | ||||
EMC6 | 0.659 | 21.280 *** | −0.100 | −1.428 | ||||
EMC7 | 0.667 | - | −0.127 | −1.407 | ||||
Electricity workers’ unsafe behavior | 0.916 | 0.916 | 0.687 | |||||
EWUB1 | 0.807 | - | −0.967 | −0.235 | ||||
EWUB2 | 0.865 | 19.967 *** | −0.933 | −0.293 | ||||
EWUB3 | 0.864 | 19.927 *** | −0.864 | −0.063 | ||||
EWUB4 | 0.831 | 17.442 *** | −0.789 | 0.030 | ||||
EWUB5 | 0.774 | 17.139 *** | −0.796 | 0.204 |
Construct | Mean | Std. | EL | SM | WE | EMC | EWUB | Age | Marital Status | Edu |
---|---|---|---|---|---|---|---|---|---|---|
EL | 4.129 | 0.711 | 0.840 | |||||||
SM | 3.867 | 0.923 | 0.536 ** | 0.744 | ||||||
WE | 3.771 | 0.886 | 0.483 ** | 0.553 ** | 0.822 | |||||
EMC | 3.199 | 1.135 | 0.416 ** | 0.487 ** | 0.595 ** | 0.777 | ||||
EWUB | 3.778 | 0.996 | 0.440 ** | 0.540 ** | 0.434 ** | 0.431 ** | 0.829 | |||
Age | 2.460 | 1.652 | −0.051 | 0.060 | 0.024 | 0.090 | 0.011 | - | ||
Marital status | 1.827 | 1.227 | 0.069 | 0.071 | 0.059 | 0.030 | 0.036 | 0.055 | - | |
Edu | 1.901 | 1.305 | 0.087 | 0.062 | 0.067 | 0.099 | 0.038 | 0.007 | 0.063 | - |
Direct Paths | Estimate | S. E | t-Value | 95% CI LLUL | Type of Mediation | |
---|---|---|---|---|---|---|
H1: Empowerment leadership on electricity workers’ unsafe behavior | −0.143 | 0.041 | −3.465 *** | −0.224 | −0.062 | - |
H2: Empowerment leadership on safety motivation | 0.414 | 0.032 | 12.834 *** | 0.351 | 0.478 | - |
H3: Safety motivation on electricity workers’ unsafe behavior | −0.392 | 0.035 | −6.971 *** | −0.386 | −0.088 | - |
H4: Empowerment leadership on work engagement | 0.503 | 0.045 | 11.169 *** | 0.415 | 0.592 | - |
H5: Work engagement on electricity workers’ unsafe behavior | −0.119 | 0.040 | −2.965 ** | −0.198 | −0.043 | - |
Indirect paths (mediation analysis of safety motivation and work engagement on the relationship between empowerment leadership and electricity workers’ unsafe behavior) | ||||||
Bootstrapping test (5000 samples) | Boot Estimate | Boot S.E | Boot LL | Boot UL | ||
H6: Empowerment leadership on electricity workers’ unsafe behavior through safety motivation | −0.112 | 0.028 | −0.218 | −0.041 | Partial | |
H7: Empowerment leadership on electricity workers’ unsafe behavior through work engagement | −0.022 | 0.021 | −0.104 | −0.022 | Partial |
M1: Mediator Variable; Safety Motivation | Estimates | S.E | t-Value | 95% CI | |
---|---|---|---|---|---|
LL | UL | ||||
Constant | 0.326 | 0.298 | 1.092 (ns) | −0.261 | 0.912 |
Empowerment leadership | 0.703 | 0.086 | 8.202 *** | 0.535 | 0.872 |
Error management climate | 0.763 | 0.108 | 7.063 *** | 0.551 | 0.975 |
H8: Empowerment leadership x error management climate | 0.141 | 0.029 | 4.930 *** | 0.084 | 0.196 |
R2 | 0.407 *** | ||||
Conditional direct effect of empowerment leadership on safety motivation at different degrees of error management climate | |||||
−1 SD below the mean (Low) | 0.061 | 0.060 | 1.017 (ns) | −0.057 | 0.180 |
Mean | 0.222 | 0.037 | 5.954 *** | 0.149 | 0.295 |
+1 SD above the mean (High) | 0.443 | 0.042 | 10.565 *** | 0.360 | 0.525 |
M2: Mediator; work engagement | |||||
Constant | −1.215 | 0.217 | −5.587 *** | −1.642 | −0.788 |
Empowerment leadership | 0.431 | 0.063 | 6.892 *** | 0.308 | 0.553 |
Error management climate | 1.285 | 0.079 | 16.325 *** | 1.130 | 1.440 |
H9: Empowerment leadership x error management climate | 0.104 | 0.021 | 5.008 *** | 0.063 | 0.145 |
R2 | 0.826 *** | ||||
Conditional direct effect of empowerment leadership on safety motivation at different degrees of error management climate | |||||
−1 SD below the mean (Low) | −0.045 | 0.031 | 1.015 (ns) | −0.131 | 0.042 |
Mean | 0.074 | 0.027 | 2.733 ** | 0.021 | 0.128 |
+1 SD above the mean (High) | 0.238 | 0.031 | 7.783 *** | 0.178 | 0.298 |
M3: Response variable; electricity workers’ unsafe behavior | |||||
Constant | 0.148 | 0.345 | 0.429 (ns) | −0.529 | 0.826 |
Empowerment leadership | −0.546 | 0.106 | −5.147 *** | −0.396 | −0.099 |
Safety Motivation | 0.348 | 0.056 | 6.241 *** | 0.239 | 0.458 |
Work engagement | −0.120 | 0.077 | −1.567 (ns) | 0.271 | 0.036 |
Error management climate | 0.765 | 0.156 | 4.895 *** | 0.458 | 0.999 |
H10: Empowerment leadership x error management climate | −0.032 | 0.012 | 0.059 (ns) | −0.069 | 0.011 |
R2 | 0.374 *** | ||||
Conditional direct effect of empowerment leadership on electricity workers’ unsafe behavior at different degrees of error management climate | |||||
−1 SD below the mean (Low) | −0.070 | 0.067 | −1.048 (ns) | −0.202 | 0.062 |
Mean | 0.084 | 0.043 | 1.935 (ns) | −0.001 | 0.169 |
+1 SD above the mean (High) | 0.295 | 0.054 | 5.440 *** | 0.188 | 0.402 |
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Arhim, A.; Alzubi, A.; Iyiola, K.; Banje, F.U. Unpacking the Relationship Between Empowerment Leadership and Electricity Worker’s Unsafe Behavior: A Multi-Moderated Mediation Approach. Sustainability 2024, 16, 10732. https://doi.org/10.3390/su162310732
Arhim A, Alzubi A, Iyiola K, Banje FU. Unpacking the Relationship Between Empowerment Leadership and Electricity Worker’s Unsafe Behavior: A Multi-Moderated Mediation Approach. Sustainability. 2024; 16(23):10732. https://doi.org/10.3390/su162310732
Chicago/Turabian StyleArhim, Ali, Ahmad Alzubi, Kolawole Iyiola, and Faith Umene Banje. 2024. "Unpacking the Relationship Between Empowerment Leadership and Electricity Worker’s Unsafe Behavior: A Multi-Moderated Mediation Approach" Sustainability 16, no. 23: 10732. https://doi.org/10.3390/su162310732
APA StyleArhim, A., Alzubi, A., Iyiola, K., & Banje, F. U. (2024). Unpacking the Relationship Between Empowerment Leadership and Electricity Worker’s Unsafe Behavior: A Multi-Moderated Mediation Approach. Sustainability, 16(23), 10732. https://doi.org/10.3390/su162310732