Table 5.
Examination of Unit-Level Variation for the ACT Variables
Dependent Variable | Variance | Null | Model11 | Model22 | Model33 |
---|---|---|---|---|---|
Leadership | Variance component | 0.1298**4 | 0.1205** | 0.1036** | 0.0797** |
ICC | 0.2032 | 0.2073 | 0.1835 | 0.1473 | |
Explained variance (R2) | N/A | 0.0716 | 0.2018 | 0.3863 | |
Culture | Variance component | 0.0257** | 0.0165** | 0.0154** | 0.0003 |
ICC | 0.0928 | 0.0745 | 0.0697 | 0.0016 | |
Explained variance (R2) | N/A | 0.3581 | 0.4021 | 0.9875 | |
Evaluation | Variance component | 0.1169** | 0.1156** | 0.0964** | 0.0258* |
ICC | 0.1770 | 0.1774 | 0.1524 | 0.0459 | |
Explained variance (R2) | N/A | 0.0111 | 0.1754 | 0.7795 | |
Social Capital | Variance component | 0.0171** | 0.0147** | 0.0158** | 0.0018 |
ICC | 0.0777 | 0.0716 | 0.0766 | 0.0095 | |
Explained variance (R2) | N/A | 0.1437 | 0.0789 | 0.8940 | |
OS-Staffing | Variance component | 0.2555** | 0.2042** | 0.2004** | 0.1698** |
ICC | 0.2395 | 0.2199 | 0.2168 | 0.1900 | |
Explained variance (R2) | N/A | 0.2008 | 0.2157 | 0.3354 | |
OS-Space | Variance component | 0.2136** | 0.2078** | 0.2105** | 0.1104** |
ICC | 0.2634 | 0.2709 | 0.2734 | 0.1648 | |
Explained variance (R2) | N/A | 0.0272 | 0.0145 | 0.4831 | |
OS-Time | Variance component | 0.0371** | 0.0304** | 0.0300** | 0.0169* |
ICC | 0.1168 | 0.1050 | 0.1039 | 0.0615 | |
Explained variance (R2) | N/A | 0.1807 | 0.1905 | 0.5430 | |
Formal Interactions |
Variance component | 0.1730** | 0.1375** | 0.1145** | 0.0963** |
ICC | 0.161 | 0.1386 | 0.1181 | 0.1012 | |
Explained variance (R2) | N/A | 0.2052 | 0.3382 | 0.4435 | |
Informal Interactions |
Variance component | 0.2886** | 0.2180** | 0.2287** | 0.0710 |
ICC | 0.1155 | 0.0938 | 0.0979 | 0.0326 | |
Explained variance (R2) | N/A | 0.2446 | 0.2076 | 0.7541 | |
Structural and electronic resources |
Variance component | 0.3490** | 0.2840** | 0.3059** | 0.1655* |
ICC | 0.0979 | 0.0831 | 0.0890 | 0.0502 | |
Explained variance (R2) | N/A | 0.9169 | 0.9110 | 0.9498 |
1 Model 1: HLM with individual level covariates only
2 Model 2: HLM with individual level covariates + specialty
3 Model 3: HLM with both individual + specialty + unit level covariates
4 Test whether unit error variance is greater than 0 (*: significant at 0.05 level, **: significant at 0.01 level)