Table 3.
Dimension CR, AVE, CFI models, and Chi-square test values.
| Measurement items | Constructs | CFI | R 2 | Mean | SD | Factor loading | Cronbach alpha | CR | AV E |
|---|---|---|---|---|---|---|---|---|---|
| FTA1 | Firm technology adoption | 0.33 | 4.1 | 0.89 | 0.772** | ||||
| 1 | 8 | 1 | * | ||||||
| FTA2 | 4 | 0.879 | 0.786** | ||||||
| 0.555 | 6 | 2 | * | ||||||
| FTA3 | 4 | 0.81 | 0.852** | ||||||
| 0.871 | 0.441 | 0 | 8 | * | 0.71 | 0.65 | |||
| FTA4 | 1 | 3.7 | 0.879 | 0.779** | 0.763 | 1 | 6 | ||
| 0.54 | 5 | 5 | * | ||||||
| FTA5 | 3.8 | 1.12 | 0.891** | ||||||
| 0.507 | 4 | 1 | * | ||||||
| FTA6 | 2.38 | 3.9 | 1.17 | 0.895** | |||||
| 3 | 3 | 4 | * | ||||||
| COV1 | Covid-19 | 4 | 1.03 | 0.773** | |||||
| 0.411 | 0 | 4 | * | ||||||
| COV2 | 0.89 | 3.7 | 1.17 | 0.846** | 0.73 | 0.54 | |||
| 4 | 0.8741 | 5 | 1 | * | 0.752 | 8 | 5 | ||
| COV4 | 4 | 1.07 | 0.778** | ||||||
| 0.655 | 4 | 4 | * | ||||||
| BS2 | Business survival | 0.44 | 4 | 1.06 | 0.804** | ||||
| 0.871 | 3 | 3 | 2 | * | 0.72 | 0.6 | |||
| BS6 | 0 | 0.37 | 3.8 | 1.06 | 0.744** | 0.833 | 8 | 3 | |
| 3 | 7 | 7 | * | ||||||
| U1 | Unemployment | 4 | 1.05 | 0.660** | |||||
| 0.359 | 5 | 3 | * | ||||||
| U2 | 0.871 | 3.9 | 1.06 | 0.710** | 0.81 | 0.72 | 0.74 | ||
| 5 | 0.775 | 9 | 8 | * | 1 | 5 | |||
| U3 | 0.304 | 4.1 | 0.879 | 0.662** | |||||
| 2 | 2 | * | |||||||
| U4 | 4 | 0.81 | 0.754** | ||||||
| 0.686 | 9 | 8 | * | ||||||
| U5 | 3.8 | 1.07 | 0.884** | ||||||
| 0.557 | 4 | 1 | * | ||||||
| U6 | 3.9 | 1.07 | 0.774** | ||||||
| 0.8749 | 6 | 4 | * | ||||||
| FP1 | Firm productivity | 4 | 1 | 0.562** | |||||
| 0.299 | 5 | 9 | * | ||||||
| FP2 | 0.871 | 3.7 | 1.06 | 0.614** | 0.8 | 0.63 | |||
| 2 | 0.419 | 7 | 8 | * | 0.833 | 3 | 2 | ||
| FP4 | 3.6 | 1.09 | 0.784** | ||||||
| 0.8792 | 4 | 7 | * | ||||||
| FP5 | 4 | 0.878 | 0.811** | ||||||
| 0.301 | 5 | 3 | * | ||||||
| CR1 | Customer retention | 4.1 | 0.87 | 0.670** | |||||
| 0.432 | 3 | 5 | * | ||||||
| CR2 | 3.9 | 1.02 | 0.750** | 0.71 | 0.65 | ||||
| 0.87 | 0.8796 | 7 | 1 | * | 0.81 | 0 | 0 | ||
| CR3 | 5 | 4 | 0.873 | 0.692** | |||||
| 0.464 | 9 | 5 | * | ||||||
| CR4 | 4 | 1.19 | 0.650** | ||||||
| 0.564 | 7 | 1 | * |
CR, composite reliability; AVE: average variance extracted; CFI, comparative fit indices; χ2, Chi-square Value.
is 0.05 significance level;
is 0.1 significance level.