Measurement model and descriptive statistics
| Panel A: Lower-order constructs (PLS-model) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Loading | CR/AVE | Min | Max | Mean/frequency | Std.dev | Kurtosis | Skewness | |
| Repair | 0.903/0.824 | 1 | 7 | 4.157 | 1.358 | 0.002 | −0.710 | |
| Item 1 | 0.930 | |||||||
| Item 2 | 0.885 | |||||||
| Flexibility (reverse coded) | Manifest/one-item | 1 | 7 | 5.034 | 1.907 | −0.732 | −0.607 | |
| Internal transparency | 0.899/0.692 | 1 | 7 | 4.289 | 1.451 | 0.005 | −0.654 | |
| Item 1 | 0.833 | |||||||
| Item 2 | 0.894 | |||||||
| Item 3 | 0.888 | |||||||
| Item 4 | 0.697 | |||||||
| Global transparency | 0.850/0.656 | 1 | 7 | 3.406 | 1.332 | 0.288 | −0.565 | |
| Item 1 | 0.882 | |||||||
| Item 2 | 0.683 | |||||||
| Item 3 | 0.850 | |||||||
| ManTrust | 0.882/0.653 | 1 | 7 | 4.531 | 1.265 | −0.372 | −0.228 | |
| Item 1 | 0.697 | |||||||
| Item 2 | 0.842 | |||||||
| Item 3 | 0.826 | |||||||
| Item 4 | 0.857 | |||||||
| Fairness | 0.925/0.860 | 1.67 | 7 | 4.761 | 1.180 | −0.131 | −0.307 | |
| Item 1 | 0.923 | |||||||
| Item 2 | 0.932 | |||||||
| Meaning | 0.907/0.765 | 4 | 7 | 6.475 | 0.657 | −1.216 | 1.224 | |
| Item 1 | 0.785 | |||||||
| Item 2 | 0.919 | |||||||
| Item 3 | 0.913 | |||||||
| Impact | 0.935/0.826 | 1.33 | 7 | 5.563 | 1.235 | −1.033 | 0.973 | |
| Item 1 | 0.910 | |||||||
| Item 2 | 0.884 | |||||||
| Item 3 | 0.932 | |||||||
| Competence | 0.892/0.735 | 3.33 | 7 | 6.187 | 0.730 | −1.058 | 1.578 | |
| Item 1 | 0.793 | |||||||
| Item 2 | 0.805 | |||||||
| Item 3 | 0.963 | |||||||
| Self-determination | 0.947/0.855 | 1.33 | 7 | 5.735 | 1.142 | −0.943 | 0.720 | |
| Item 1 | 0.920 | |||||||
| Item 2 | 0.933 | |||||||
| Item 3 | 0.922 | |||||||
| Red tape | Manifest | 1 | 10 | 6.500 | 2.250 | −0.320 | −0.805 | |
| Control variables | ||||||||
| ManLevel | Manifest | 0 (level 2) | 1 (level 1) | 1 = 90% | ||||
| Personnel | Manifest | 0 (no) | 1 (yes) | 1 = 75.4% | ||||
| Headmaster | Manifest | 0 (no) | 1 (yes) | 1 = 23.2% | ||||
| Tenure | Manifest | 1 | 35 | 7.570 | 6.861 | 1.417 | 1.672 | |
| Sex (male) | Manifest | 1 (female) | 2 (male) | 2 = 34% | ||||
| Edu (business, policy, law) | Manifest | 0 (no) | 1 (yes) | 1 = 10.9% | ||||
| Extraversion | Manifest | 4.00 | 10.00 | 8.564 | 1.417 | −0.170 | −0.784 | |
| Agreeableness | Manifest | 5.00 | 10.00 | 8.393 | 1.324 | −0.898 | −0.407 | |
| Conscientiousness | Manifest | 3.00 | 10.00 | 7.924 | 1.646 | −0.406 | −0.460 | |
| Emotional stability | Manifest | 3.00 | 10.00 | 8.322 | 1.562 | 0.444 | −0.881 | |
| Openness to experience | Manifest | 3.00 | 10.00 | 7.370 | 1.472 | −0.391 | −0.135 | |
| Note(s): N 211. CB-SEM/CFA model fit statistics: X2 562.242***; df 432; CFI 0.961; RMSEA 0.038 (Pclose 0.992). ManLevel (1st level manager = 1; 2nd level manager = 0). Personnel (personnel and budget responsibility = 1; only budget responsibility = 0). Headmaster (being headmaster = 1; other = 0). Edu (business, policy, and law degree = 1; other degrees = 0). CR is composite reliability. AVE is average variance extracted Source(s): Authors' own creation/work | ||||||||
| Panel A: Lower-order constructs (PLS-model) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Loading | CR/AVE | Min | Max | Mean/frequency | Std.dev | Kurtosis | Skewness | |
| Repair | 0.903/0.824 | 1 | 7 | 4.157 | 1.358 | 0.002 | −0.710 | |
| Item 1 | 0.930 | |||||||
| Item 2 | 0.885 | |||||||
| Flexibility (reverse coded) | Manifest/one-item | 1 | 7 | 5.034 | 1.907 | −0.732 | −0.607 | |
| Internal transparency | 0.899/0.692 | 1 | 7 | 4.289 | 1.451 | 0.005 | −0.654 | |
| Item 1 | 0.833 | |||||||
| Item 2 | 0.894 | |||||||
| Item 3 | 0.888 | |||||||
| Item 4 | 0.697 | |||||||
| Global transparency | 0.850/0.656 | 1 | 7 | 3.406 | 1.332 | 0.288 | −0.565 | |
| Item 1 | 0.882 | |||||||
| Item 2 | 0.683 | |||||||
| Item 3 | 0.850 | |||||||
| ManTrust | 0.882/0.653 | 1 | 7 | 4.531 | 1.265 | −0.372 | −0.228 | |
| Item 1 | 0.697 | |||||||
| Item 2 | 0.842 | |||||||
| Item 3 | 0.826 | |||||||
| Item 4 | 0.857 | |||||||
| Fairness | 0.925/0.860 | 1.67 | 7 | 4.761 | 1.180 | −0.131 | −0.307 | |
| Item 1 | 0.923 | |||||||
| Item 2 | 0.932 | |||||||
| Meaning | 0.907/0.765 | 4 | 7 | 6.475 | 0.657 | −1.216 | 1.224 | |
| Item 1 | 0.785 | |||||||
| Item 2 | 0.919 | |||||||
| Item 3 | 0.913 | |||||||
| Impact | 0.935/0.826 | 1.33 | 7 | 5.563 | 1.235 | −1.033 | 0.973 | |
| Item 1 | 0.910 | |||||||
| Item 2 | 0.884 | |||||||
| Item 3 | 0.932 | |||||||
| Competence | 0.892/0.735 | 3.33 | 7 | 6.187 | 0.730 | −1.058 | 1.578 | |
| Item 1 | 0.793 | |||||||
| Item 2 | 0.805 | |||||||
| Item 3 | 0.963 | |||||||
| Self-determination | 0.947/0.855 | 1.33 | 7 | 5.735 | 1.142 | −0.943 | 0.720 | |
| Item 1 | 0.920 | |||||||
| Item 2 | 0.933 | |||||||
| Item 3 | 0.922 | |||||||
| Red tape | Manifest | 1 | 10 | 6.500 | 2.250 | −0.320 | −0.805 | |
| ManLevel | Manifest | 0 (level 2) | 1 (level 1) | 1 = 90% | ||||
| Personnel | Manifest | 0 (no) | 1 (yes) | 1 = 75.4% | ||||
| Headmaster | Manifest | 0 (no) | 1 (yes) | 1 = 23.2% | ||||
| Tenure | Manifest | 1 | 35 | 7.570 | 6.861 | 1.417 | 1.672 | |
| Sex (male) | Manifest | 1 (female) | 2 (male) | 2 = 34% | ||||
| Edu (business, policy, law) | Manifest | 0 (no) | 1 (yes) | 1 = 10.9% | ||||
| Extraversion | Manifest | 4.00 | 10.00 | 8.564 | 1.417 | −0.170 | −0.784 | |
| Agreeableness | Manifest | 5.00 | 10.00 | 8.393 | 1.324 | −0.898 | −0.407 | |
| Conscientiousness | Manifest | 3.00 | 10.00 | 7.924 | 1.646 | −0.406 | −0.460 | |
| Emotional stability | Manifest | 3.00 | 10.00 | 8.322 | 1.562 | 0.444 | −0.881 | |
| Openness to experience | Manifest | 3.00 | 10.00 | 7.370 | 1.472 | −0.391 | −0.135 | |
| Note(s): N 211. CB-SEM/CFA model fit statistics: | ||||||||
| Panel B: Higher-order constructs (PLS-model) | |||
|---|---|---|---|
| Enabling perceptions (Weight/Path) | SafeClimate (Loading) | Empower (Loading) | |
| Repair | 0.339 | ||
| Internal transparency | 0.304 | ||
| Global transparency | 0.495 | ||
| Flexibility | 0.311 | ||
| ManTrust | 0.824 | ||
| Fairness | 0.837 | ||
| Meaning | 0.648 | ||
| Impact | 0.800 | ||
| Competence | 0.677 | ||
| Self. determination | 0.850 | ||
| R2 | 0.280 | - | - |
| High. VIF | 2.140 | - | - |
| CR | - | 0.816 | 0.834 |
| AVE | - | 0.689 | 0.560 |
| Panel B: Higher-order constructs (PLS-model) | |||
|---|---|---|---|
| Enabling perceptions (Weight/Path) | SafeClimate (Loading) | Empower (Loading) | |
| Repair | 0.339 | ||
| Internal transparency | 0.304 | ||
| Global transparency | 0.495 | ||
| Flexibility | 0.311 | ||
| ManTrust | 0.824 | ||
| Fairness | 0.837 | ||
| Meaning | 0.648 | ||
| Impact | 0.800 | ||
| Competence | 0.677 | ||
| Self. determination | 0.850 | ||
Note(s): N 211. Enabling perceptions is a formative construct and SafeClimate and Empower are reflective constructs. All weights/paths on Enabling perceptions are significant (p < 0.01). CR is composite reliability. AVE is average variance extracted
Source(s): Authors' own creation/work
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