| Factor | Factor Loading | Cronbach’s Alpha | AVE |
| Usage USE1 USE2 USE3 USE4 USE5 |
0.910 0.953 0.918 0.873 0.867 | 0.937
| 0.905
|
| Training TRA1 TRA2 TRA3 TRA4 TRA5 |
0.868 0.906 0.871 0.775 0.795 | 0.895
| 0.844
|
| Incentives INC1 INC2 INC3 INC4 INC5 |
0.806 0.874 0.872 0.611 0.784 | 0.838
| 0.834
|
| Managerial Support MSP1 MSP2 MSP3 MSP4 MSP5 |
0.731 0.848 0.909 0.814 0.724 | 0.866
| 0.808
|
| IT Expertise ITE1 ITE2 ITE3 ITE4 |
0.901 0.921 0.884 0.830 | 0.906
| 0.885
|
| Exposure to GIS EXG1 EXG2 EXG3 EXG4 EXG5 |
0.925 0.934 0.921 0.929 0.952 | 0.962
| 0.932
|
| Perceptions of GIS POG1 POG2 POG3 POG4 POG5 |
0.896 0.900 0.900 0.717 0.396 | 0.836
| 0.786
|
| Efficient Decision-Making EDM1 EDM2 EDM3 EDM4 EDM5 |
0.732 0.851 0.776 0.766 0.486 | 0.778
| 0.733
|
| Cost Savings COS2 COS5 |
0.891 0.891 | 0.740
| 0.891
|
| Enhanced Risk Management ERM1 ERM2 ERM3 ERM4 |
0.819 0.754 0.815 0.838 | 0.820
| 0.807
|
| Improved Customer Relationships ICR3 ICR4 |
0.875 0.875 | 0.692 | 0.875 |