Multilevel analysis of the relationship between decentralization and devolution, and the moderator effect of HR power
| Model 0 | Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|---|
| Fixed effects | Est (SE) | Est (SE) | Est (SE) | Est (SE) | Est (SE) |
| Intercept | 11.92 (0.26)*** | 13.45 (0.35)*** | 13.23 (0.23)*** | 12.84 (0.24)*** | 12.84 (0.40)*** |
| Organization size | −0.654 (0.10)*** | −0.567 (0.11)*** | −422 (0.12)*** | −0.427 (0.11)*** | |
| HR department size | −1.10 (0.16)*** | −0.967 (0.19)*** | −873 (0.19)*** | −0.872 (0.19)*** | |
| Multinationals | 0.465 (0.11)*** | 0.445 (0.13)*** | 0.387 (0.13)*** | 0.385 (0.13)*** | |
| Industry | 0.069 (0.11) | 0.012 (0.13) | 0.045 (0.13) | 0.045 (0.13) | |
| Age of organization | 0.001 (0.14) | 0.001 (0.16) | 0.001 (0.16) | 0.001 (0.02) | |
| Decentralization | 0.049 (0.02)** | 0.046 (0.02)** | 0.047 (0.02)** | ||
| HR Power | −0.429 (0.06)*** | −0.427 (0.02)*** | |||
| Decentralization × HR power | −0.056 (0.02)*** | ||||
| Random effects | |||||
| ICC | 0.178 | 0.144 | 0.146 | 0.157 | 1.58 |
| (Between-firms) | 10.05 (0.21)*** | 8.82 (0.21)*** | 8.88 (0.25)*** | 8.66 (0.25)*** | 8.63 (0.25)*** |
| (Between countries) | 2.18 (0.55)*** | 1.50 (0.38)*** | 1.52 (0.41)*** | 1.62 (0.43)*** | 1.62 (0.43)*** |
| BIC | 22982.66 | 18118.54 | 13034.64 | 12596.11 | 12593.82 |
| AIC | 22969.87 | 18106.17 | 13022.95 | 12584.47 | 12582.18 |
| −2LL | 22965.87 | 18102.17 | 13018.94 | 12580.47 | 12578.18 |
| Model 0 | Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|---|
| Est (SE) | Est (SE) | Est (SE) | Est (SE) | Est (SE) | |
| Intercept | 11.92 (0.26)*** | 13.45 (0.35)*** | 13.23 (0.23)*** | 12.84 (0.24)*** | 12.84 (0.40)*** |
| Organization size | −0.654 (0.10)*** | −0.567 (0.11)*** | −422 (0.12)*** | −0.427 (0.11)*** | |
| HR department size | −1.10 (0.16)*** | −0.967 (0.19)*** | −873 (0.19)*** | −0.872 (0.19)*** | |
| Multinationals | 0.465 (0.11)*** | 0.445 (0.13)*** | 0.387 (0.13)*** | 0.385 (0.13)*** | |
| Industry | 0.069 (0.11) | 0.012 (0.13) | 0.045 (0.13) | 0.045 (0.13) | |
| Age of organization | 0.001 (0.14) | 0.001 (0.16) | 0.001 (0.16) | 0.001 (0.02) | |
| Decentralization | 0.049 (0.02)** | 0.046 (0.02)** | 0.047 (0.02)** | ||
| HR Power | −0.429 (0.06)*** | −0.427 (0.02)*** | |||
| Decentralization × HR power | −0.056 (0.02)*** | ||||
| ICC | 0.178 | 0.144 | 0.146 | 0.157 | 1.58 |
| 10.05 (0.21)*** | 8.82 (0.21)*** | 8.88 (0.25)*** | 8.66 (0.25)*** | 8.63 (0.25)*** | |
| 2.18 (0.55)*** | 1.50 (0.38)*** | 1.52 (0.41)*** | 1.62 (0.43)*** | 1.62 (0.43)*** | |
| BIC | 22982.66 | 18118.54 | 13034.64 | 12596.11 | 12593.82 |
| AIC | 22969.87 | 18106.17 | 13022.95 | 12584.47 | 12582.18 |
| −2LL | 22965.87 | 18102.17 | 13018.94 | 12580.47 | 12578.18 |
Note(s): *p < 0.1, **p < 0.05, ***p < 0.01
BIC: Bayesian information criterion; AIC: Akaike information criterion
Source(s): Created by authors
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