Table 3 Results of PCA and CFA
Constructs | Variables | PCA | CFA | Cronbach’s Alphas | ||||
|---|---|---|---|---|---|---|---|---|
Eigen value | Percent of variance explained | Factor loadings | Standardized loading | t-value | ||||
Operational Innovation | Process Improvement (PI) | PI1 | 2.988 | 16.598 | .889 | .834 | 13.975 | .896 |
PI2 | .879 | .861 | 14.465 | |||||
PI3 | .916 | .838 | 14.020 | |||||
PI4 | .801 | .791 | - | |||||
Medical IT Systems | IT1 | 1.670 | 9.280 | .774 | .639 | 6.279 | .734 | |
IT2 | .794 | .666 | 6.325 | |||||
IT3 | .742 | .611 | - | |||||
QM Practices | Quality Improvement (QI) | QM1 | 1.824 | 10.133 | .753 | .546 | 8.038 | .809 |
QM2 | .798 | .662 | 9.827 | |||||
QM3 | .800 | .748 | - | |||||
Safety practices (SP) | SP1 | 3.219 | 17.885 | .864 | .794 | 10.334 | .904 | |
SP2 | .894 | .782 | 10.216 | |||||
SP3 | .755 | .667 | 8.969 | |||||
SP4 | .754 | .667 | - | |||||
Organizational Performance | OP1 | 3.827 | 21.262 | .785 | .714 | 11.128 | .904 | |
OP2 | .878 | .831 | 13.055 | |||||
OP3 | .812 | .761 | 11.958 | |||||
OP4 | .835 | .798 | - | |||||