Parameter estimates, critical ratios and R2 for the research model
| Latent variable | Item | Unstandardized factor loading | Completely standardized factor loading | Standard errora | Critical ratiob | R2 |
|---|---|---|---|---|---|---|
| 1. Marketing | ||||||
| M1 | 1.961 | 0.978 | 0.234 | 8.385 | 0.957 | |
| M2 | 0.763 | 0.462 | 0.109 | 6.998 | 0.213 | |
| M3 | 1.333 | 0.613 | 0.156 | 8.523 | 0.376 | |
| M4 | 1.000 | 0.545 | -- | -- | 0.297 | |
| 2. Awareness | ||||||
| B4 | 1.246 | 0.623 | 0.164 | 7.600 | 0.389 | |
| B5 | 1.693 | 0.839 | 0.214 | 7.906 | 0.703 | |
| B6 | 1.198 | 0.753 | 0.150 | 7.991 | 0.567 | |
| B7 | 1.000 | 0.506 | -- | -- | 0.256 | |
| 3. Behavior | ||||||
| B8 | 0.766 | 0.592 | 0.078 | 9.784 | 0.350 | |
| B9 | 1.133 | 0.748 | 0.094 | 11.996 | 0.560 | |
| B10 | 1.115 | 0.892 | 0.810 | 13.830 | 0.795 | |
| B11 | 1.000 | 0.711 | -- | -- | 0.505 | |
| Goodnesss-of-fit statistics | ||||||
| χ2(51) = 304.532; | p = 0.000; | χ2/df = 5.971; | GFI = 0.869; | AGFI = 0.800; | CFI = 0.831; | |
| RMR = 0.050 | ||||||
| Latent variable | Item | Unstandardized factor loading | Completely standardized factor loading | Standard errora | Critical ratiob | |
|---|---|---|---|---|---|---|
| M1 | 1.961 | 0.978 | 0.234 | 8.385 | 0.957 | |
| M2 | 0.763 | 0.462 | 0.109 | 6.998 | 0.213 | |
| M3 | 1.333 | 0.613 | 0.156 | 8.523 | 0.376 | |
| M4 | 1.000 | 0.545 | -- | -- | 0.297 | |
| B4 | 1.246 | 0.623 | 0.164 | 7.600 | 0.389 | |
| B5 | 1.693 | 0.839 | 0.214 | 7.906 | 0.703 | |
| B6 | 1.198 | 0.753 | 0.150 | 7.991 | 0.567 | |
| B7 | 1.000 | 0.506 | -- | -- | 0.256 | |
| B8 | 0.766 | 0.592 | 0.078 | 9.784 | 0.350 | |
| B9 | 1.133 | 0.748 | 0.094 | 11.996 | 0.560 | |
| B10 | 1.115 | 0.892 | 0.810 | 13.830 | 0.795 | |
| B11 | 1.000 | 0.711 | -- | -- | 0.505 | |
| Goodnesss-of-fit statistics | ||||||
| GFI = 0.869; | AGFI = 0.800; | CFI = 0.831; | ||||
| RMR = 0.050 | ||||||
Notes:
aS.E. represents an estimate of standard error of covariance;
bC.R. represents the critical ratio (calculated by dividing the estimate of the covariance by its standard error). A value exceeding 1.96 represents a significance level of 0.05
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