Confirmatory factor analysis
| Variables | Indicators | Loading | Convergent and discriminant validity check | Reliability test | ||||
|---|---|---|---|---|---|---|---|---|
| AVE | DV | MSV | MaxR(H) | CR | Cronbach’s alpha | |||
| Founding | FND1 | 0.76 | ||||||
| FND2 | 0.74 | |||||||
| FND3 | 0.65 | |||||||
| FND4 | 0.68 | 0.503 | 0.709 | 0.229 | 0.808 | 0.802 | 0.709 | |
| Search and Scanning | SCN1 | 0.78 | ||||||
| SCN2 | 0.80 | |||||||
| SCN3 | 0.82 | |||||||
| SCN4 | 0.84 | |||||||
| SCN5 | 0.80 | 0.655 | 0.809 | 0.378 | 0.906 | 0.905 | 0.810 | |
| Association and connect | ASS1 | 0.71 | ||||||
| ASS2 | 0.76 | |||||||
| ASS3 | 0.66 | 0.509 | 0.713 | 0.229 | 0.762 | 0.756 | 0.713 | |
| Evaluation and judgment | EVJ1 | 0.82 | ||||||
| EVJ2 | 0.88 | |||||||
| EVJ3 | 0.87 | |||||||
| EVJ4 | 0.88 | 0.741 | 0.860 | 0.378 | 0.921 | 0.919 | 0.861 | |
| Persistence | PERST1 | 0.83 | ||||||
| PERST2 | 0.85 | |||||||
| PERST3 | 0.87 | |||||||
| PERST4 | 0.90 | |||||||
| PERST5 | 0.86 | |||||||
| PERST6 | 0.83 | 0.734 | 0.867 | 0.275 | 0.945 | 0.943 | 0.857 | |
| Variables | Indicators | Loading | Convergent and discriminant validity check | Reliability test | ||||
|---|---|---|---|---|---|---|---|---|
| AVE | DV | MSV | MaxR(H) | CR | Cronbach’s alpha | |||
| Founding | FND1 | 0.76 | ||||||
| FND2 | 0.74 | |||||||
| FND3 | 0.65 | |||||||
| FND4 | 0.68 | 0.503 | 0.709 | 0.229 | 0.808 | 0.802 | 0.709 | |
| Search and Scanning | SCN1 | 0.78 | ||||||
| SCN2 | 0.80 | |||||||
| SCN3 | 0.82 | |||||||
| SCN4 | 0.84 | |||||||
| SCN5 | 0.80 | 0.655 | 0.809 | 0.378 | 0.906 | 0.905 | 0.810 | |
| Association and connect | ASS1 | 0.71 | ||||||
| ASS2 | 0.76 | |||||||
| ASS3 | 0.66 | 0.509 | 0.713 | 0.229 | 0.762 | 0.756 | 0.713 | |
| Evaluation and judgment | EVJ1 | 0.82 | ||||||
| EVJ2 | 0.88 | |||||||
| EVJ3 | 0.87 | |||||||
| EVJ4 | 0.88 | 0.741 | 0.860 | 0.378 | 0.921 | 0.919 | 0.861 | |
| Persistence | PERST1 | 0.83 | ||||||
| PERST2 | 0.85 | |||||||
| PERST3 | 0.87 | |||||||
| PERST4 | 0.90 | |||||||
| PERST5 | 0.86 | |||||||
| PERST6 | 0.83 | 0.734 | 0.867 | 0.275 | 0.945 | 0.943 | 0.857 | |
Notes: AVE = average variance extracted; DV = discriminant validity; CR = composite reliability; MSV = maximum shared variance