Analysis of the mediating role of burnout and the moderating role of hope in the relationship between servant leadership and knowledge-hiding behavior (Hypothesis 1)
| Burnout | Knowledge-hiding behavior | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model a-path | Model b path and c'-path | |||||||||||
| b | SE | t | p = | LLCI | ULCI | b | SE | t | p = | LLCI | ULCI | |
| Intercept | 3.21 | 0.09 | 35.54*** | 0.000 | 3.03 | 3.39 | 3.86 | 0.35 | 11.03*** | 0.000 | 3.17 | 4.55 |
| Age | −0.01 | 0.09 | −0.21 | 0.830 | −0.19 | 0.15 | 0.04 | 0.12 | 0.38 | 0.697 | −0.20 | 0.30 |
| Marital status | 0.07 | 0.08 | 0.85 | 0.391 | −0.09 | 0.24 | −0.36 | 0.13 | −2.75** | 0.006 | −0.62 | −0.10 |
| Total work experience | 0.02 | 0.00 | 2.15 | 0.031 | 0.00 | 0.04 | 0.00 | 0.01 | 0.31 | 0.751 | −0.02 | 0.03 |
| Servant leadership | 0.38 | 0.04 | 8.69*** | 0.000 | 0.30 | 0.47 | 0.19 | 0.07 | 2.47 | 0.013 | 0.03 | 0.34 |
| Hope | −0.06 | 0.09 | −0.72 | 0.466 | −0.25 | 0.11 | ||||||
| Servant leadership × hope | −0.28 | 0.11 | −2.52* | 0.012 | −0.50 | −0.06 | ||||||
| Burnout | −0.47 | 0.09 | −5.17*** | 0.000 | −0.65 | −0.29 | ||||||
| Conditional effect of hope | ||||||||||||
| −1 SD | 0.49 | 0.06 | 8.07*** | 0.000 | 0.37 | 0.61 | ||||||
| Mean | 0.38 | 0.04 | 8.69*** | 0.000 | 0.30 | 0.47 | ||||||
| +1 SD | 0.28 | 0.06 | 4.53*** | 0.000 | 0.15 | 0.40 | ||||||
| R2 | 0.29 | 0.14 | ||||||||||
| f2 (Effect size) | 0.41 (between large and very large effect size) a | 0.16 (between small and medium effect size) a | ||||||||||
| F (df1, df2), p = | 20.83*** (6, 304), p = 0.000 | 7.18*** (5, 305), p = 0.000 | ||||||||||
| ΔR2 | 0.02 | |||||||||||
| ΔF (df1, df2), p = | 6.36* (1, 304), p = 0.012 | |||||||||||
| f2 (Effect size for moderation) | 0.02 (large effect size)b | |||||||||||
| Burnout | Knowledge-hiding behavior | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model a-path | Model b path and c'-path | |||||||||||
| SE | LLCI | ULCI | SE | LLCI | ULCI | |||||||
| Intercept | 3.21 | 0.09 | 35.54*** | 0.000 | 3.03 | 3.39 | 3.86 | 0.35 | 11.03*** | 0.000 | 3.17 | 4.55 |
| Age | −0.01 | 0.09 | −0.21 | 0.830 | −0.19 | 0.15 | 0.04 | 0.12 | 0.38 | 0.697 | −0.20 | 0.30 |
| Marital status | 0.07 | 0.08 | 0.85 | 0.391 | −0.09 | 0.24 | −0.36 | 0.13 | −2.75** | 0.006 | −0.62 | −0.10 |
| Total work experience | 0.02 | 0.00 | 2.15 | 0.031 | 0.00 | 0.04 | 0.00 | 0.01 | 0.31 | 0.751 | −0.02 | 0.03 |
| Servant leadership | 0.38 | 0.04 | 8.69*** | 0.000 | 0.30 | 0.47 | 0.19 | 0.07 | 2.47 | 0.013 | 0.03 | 0.34 |
| Hope | −0.06 | 0.09 | −0.72 | 0.466 | −0.25 | 0.11 | ||||||
| Servant leadership × hope | −0.28 | 0.11 | −2.52* | 0.012 | −0.50 | −0.06 | ||||||
| Burnout | −0.47 | 0.09 | −5.17*** | 0.000 | −0.65 | −0.29 | ||||||
| −1 SD | 0.49 | 0.06 | 8.07*** | 0.000 | 0.37 | 0.61 | ||||||
| Mean | 0.38 | 0.04 | 8.69*** | 0.000 | 0.30 | 0.47 | ||||||
| +1 SD | 0.28 | 0.06 | 4.53*** | 0.000 | 0.15 | 0.40 | ||||||
| 0.29 | 0.14 | |||||||||||
| 0.41 (between large and very large effect size) | 0.16 (between small and medium effect size) | |||||||||||
| 20.83*** (6, 304), | 7.18*** (5, 305), | |||||||||||
| Δ | 0.02 | |||||||||||
| Δ | 6.36* (1, 304), | |||||||||||
| 0.02 (large effect size) | ||||||||||||
Note(s): n = 311. *p < 0.05; **p < 0.01; ***p < 0.001. ΔR2 and ΔF are used to show change in R2 and F, respectively, when the interaction term was included. A-path refers to the path: servant leadership → burnout, b-path refers to the path: burnout → knowledge-hiding behavior, and c’-path refers to the path: servant leadership → knowledge-hiding behavior
Cohen’s (1988) suggestion for interpreting the magnitude of effect sizes
Kenny’s (2018) suggestion for interpreting the magnitude of moderation effect sizes
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