| Literature DB >> 34675701 |
Naiwen Li1, Shiwang Bao1, Sobia Naseem2, Muddassar Sarfraz3, Muhammad Mohsin4.
Abstract
PURPOSE: This study examines and analyses the impact of leader-member exchange differentiation (LMXD) on employee safety performance.Entities:
Keywords: interpersonal trust; leader-member exchange differentiation; negative emotions; safety performance; work engagement
Year: 2021 PMID: 34675701 PMCID: PMC8504862 DOI: 10.2147/PRBM.S335199
Source DB: PubMed Journal: Psychol Res Behav Manag ISSN: 1179-1578
Figure 1Theoretical framework.
Confirmatory Factor Analysis Results
| Model | RMSEA | CFI | NFI | TLI | |
|---|---|---|---|---|---|
| Five factors: LMXD, NE, WE, SP, IT | 2.195 | 0.052 | 0.956 | 0.964 | 0.931 |
| Four factors: LMXD+NE, WE, SP, IT) | 2.966 | 0.074 | 0.841 | 0.805 | 0.881 |
| Three factors: LMXD+NE+WE, SP, IT) | 3.514 | 0.081 | 0.732 | 0.718 | 0.785 |
| Two factors: LMXD+NE+WE, SP+IT) | 5.711 | 0.063 | 0.654 | 0.635 | 0.647 |
| One factors: LMXD+NE+WE+SP+IT) | 7.821 | 0.154 | 0.465 | 0.574 | 0.432 |
Abbreviations: LMXD, Leader-Member Exchange Differentiation; NE, Negative Emotions; WE, Work Engagement; SP, Safety Performance.
Factor Analysis
| Factor | AVE | CR |
|---|---|---|
| LMXD | 0.648 | 0.927 |
| Negative emotions | 0.589 | 0.934 |
| Work engagement | 0.523 | 0.908 |
| Interpersonal trust | 0.596 | 0.967 |
| Safety performance | 0.581 | 0.892 |
Abbreviations: LMXD, Leader-Member Exchange Differentiation; NE, Negative Emotions; WE, Work Engagement; SP, Safety Performance.
Correlation Analysis
| Variable | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 2.538 | 1.100 | 1 | ||||||||
| Education | 1.891 | 0.805 | −0.079 | 1 | |||||||
| Length of service | 2.062 | 0.832 | 0.136** | −0.074 | 1 | ||||||
| LMX mean | 3.388 | 1.44 | 0.052 | −0.004 | 0.023 | 1 | |||||
| LMXD | 0.473 | 0.128 | 0.047 | 0.019 | −0.046 | −0.016 | 1 | ||||
| Interpersonal trust | 3.055 | 1.624 | 0.032 | 0.025 | 0.021 | 0.116* | −0.365*** | 1 | |||
| Negative emotions | 3.439 | 1.503 | −0.059 | −0.021 | −0.061 | −0.161** | 0.229*** | −0.391*** | 1 | ||
| Work engagement | 3.423 | 1.445 | 0.018 | −0.019 | 0.089 | 0.251*** | −0.253*** | 0.307*** | −0.223*** | 1 | |
| Safety performance | 3.281 | 1.516 | 0.028 | −0.041 | 0.070 | 0.111* | −0.245*** | 0.325*** | −0.363*** | 0.407*** | 1 |
Notes: Path Coefficients: ***p 0.001 level, **p, 0.01 level, *p, 0.05 level. M is the mean; SD is standard deviation.
Abbreviations: LMX, leader-member exchange; LMXD, leader-member exchange differentiation.
Mediation Effect
| Variable | Safety Performance | Negative Emotions | Work Engagement | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Mode 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | |
| Age | 0.011 | 0.025 | 0.006 | 0.022 | −0.005 | 0.014 | −0.046 | −0.059 | −0.007 | 0.007 |
| Education | −0.035 | −0.031 | −0.041 | −0.028 | −0.046 | −0.03 | −0.029 | −0.033 | −0.013 | −0.008 |
| Length of service | 0.063 | 0.051 | 0.038 | 0.025 | 0.045 | 0.03 | −0.053 | −0.041 | 0.083 | 0.07 |
| LMX mean | 0.109* | 0.104* | 0.056 | 0.016 | 0.053 | 0.008 | −0.157** | −0.153** | 0.250*** | 0.245*** |
| LMXD | −0.241*** | −0.170** | −0.152** | 0.228*** | −0.246*** | |||||
| Negative emotions | −0.314*** | −0.353*** | ||||||||
| Work engagement | 0.361*** | 0.401*** | ||||||||
| R2 | 0.018 | 0.076 | 0.166 | 0.190 | 0.139 | 0.168 | 0.032 | 0.083 | 0.070 | 0.131 |
| ΔR2 | 0.018 | 0.058 | 0.090 | 0.114 | 0.121 | 0.150 | 0.032 | 0.051 | 0.070 | 0.060 |
| F | 1.638 | 5.780*** | 11.639*** | 13.648*** | 11.355*** | 14.183*** | 2.902* | 6.389*** | 6.653*** | 10.542*** |
Notes: ***p 0.001 level, **p, 0.01 level, *p, 0.05 level.
Abbreviations: LMX, leader-member exchange; LMXD¸ leader-member exchange differentiation.
Results of the Chain Mediation Test
| Chained Mediation Path | Effect | 95% CI |
|---|---|---|
| LMXD→Negative emotions→Safety performance | −0.725 | [−1.222, −0.341] |
| LMXD→Work engagement→Safety performance | −0.810 | [−1.316, −0.390] |
| LMXD→Negative emotions→Work engagement→Safety performance | −0.152 | [−0.306, −0.047] |
Abbreviations: LMX, leader-member exchange; LMXD, leader-member exchange differentiation.
Moderating Effect Regression Analysis Results
| Variable | Negative Emotions | |||
|---|---|---|---|---|
| Model 11 | Mode 12 | Model 13 | Model 14 | |
| Age | −0.046 | −0.062 | −0.046 | −0.055 |
| Education | −0.029 | −0.036 | −0.023 | −0.021 |
| Length of service | −0.053 | −0.030 | −0.036 | −0.033 |
| LMX Mean | −0.157** | −0.127* | −0.106* | −0.113 |
| LMXD | 0.273*** | 0.140** | 0.159** | |
| Interpersonal trust | −0.317*** | −0.317*** | ||
| Interpersonal trust LMXD* | −0.136** | |||
| R2 | 0.032 | 0.105 | 0.186 | 0.204 |
| ΔR2 | 0.032 | 0.073 | 0.081 | 0.018 |
| F | 2.902* | 8.218*** | 13.342*** | 12.781*** |
Notes: ***p 0.001 level, **p, 0.01 level, *p, 0.05 level.
Abbreviations: LMX, leader-member exchange; LMXD, leader-member exchange differentiation.
Figure 2Interpersonal trust regulating “LMXD - Negative Emotions”.
Hypothesis Results
| Hypothesis | Statement | Supported/Not Supported |
|---|---|---|
| H1: | LMXD has a significant negative impact on safety performance. | Supported |
| H2: | Negative emotions play a mediating role between LMXD and safety performance. | Supported |
| H3: | Work engagement plays an intermediary role between LMXD and safety performance. | Supported |
| H4: | Negative emotions and work engagement play a chain mediation role between LMXD and safety performance | Supported |
| H5: | Interpersonal trust plays a moderating role between LMXD and negative emotions. | Supported |