Measurement model: indicator loadings, reliability and convergent validity
| Variables | Items | Outer loading | CA > 0.7 | CR > 0.7 | AVE >0.5 |
|---|---|---|---|---|---|
| Effort expectancy | EE1 | 0.824 | 0.857 | 0.903 | 0.701 |
| EE2 | 0.877 | ||||
| EE3 | 0.867 | ||||
| EE4 | 0.777 | ||||
| Social influence | SI1 | 0.913 | 0.909 | 0.936 | 0.786 |
| SI2 | 0.909 | ||||
| SI3 | 0.841 | ||||
| SI4 | 0.881 | ||||
| Performance expectancy | PE1 | 0.954 | 0.969 | 0.977 | 0.915 |
| PE2 | 0.963 | ||||
| PE3 | 0.964 | ||||
| PE4 | 0.945 | ||||
| Job relevance | JR1 | 0.885 | 0.906 | 0.934 | 0.780 |
| JR2 | 0.872 | ||||
| JR3 | 0.915 | ||||
| JR4 | 0.860 | ||||
| Computer self-efficacy | CSE1 | 0.867 | 0.866 | 0.909 | 0.717 |
| CSE2 | 0.911 | ||||
| CSE3 | 0.917 | ||||
| CSE4 | 0.668 |
| Variables | Items | Outer loading | CA > 0.7 | CR > 0.7 | AVE >0.5 |
|---|---|---|---|---|---|
| Effort expectancy | EE1 | 0.824 | 0.857 | 0.903 | 0.701 |
| EE2 | 0.877 | ||||
| EE3 | 0.867 | ||||
| EE4 | 0.777 | ||||
| Social influence | SI1 | 0.913 | 0.909 | 0.936 | 0.786 |
| SI2 | 0.909 | ||||
| SI3 | 0.841 | ||||
| SI4 | 0.881 | ||||
| Performance expectancy | PE1 | 0.954 | 0.969 | 0.977 | 0.915 |
| PE2 | 0.963 | ||||
| PE3 | 0.964 | ||||
| PE4 | 0.945 | ||||
| Job relevance | JR1 | 0.885 | 0.906 | 0.934 | 0.780 |
| JR2 | 0.872 | ||||
| JR3 | 0.915 | ||||
| JR4 | 0.860 | ||||
| Computer self-efficacy | CSE1 | 0.867 | 0.866 | 0.909 | 0.717 |
| CSE2 | 0.911 | ||||
| CSE3 | 0.917 | ||||
| CSE4 | 0.668 |
Note(s): CA = Cronbach’s alpha; CR = composite reliability; AVE = average variance extracted
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