Regressions with PLS and unit weighted composites using the corporate reputation data set
| Original data | Data with artificially generated cross-loading | |||
|---|---|---|---|---|
| PLS Mode A | Unit weights | PLS Mode A | Unit weights | |
| Regression estimates | ||||
| Comp → Cusa | 0.152 | 0.122 | 0.058 | 0.045 |
| Comp → Cusl | 0.016 | 0.011 | –0.095 | –0.074 |
| Like → Cusa | 0.433 | 0.452 | 0.578 | 0.570 |
| Like → Cusl | 0.331 | 0.333 | 0.599 | 0.535 |
| Cusa → Cusl | 0.509 | 0.511 | 0.364 | 0.401 |
| Weights | ||||
| comp1 | 0.539 | 0.401 | 0.539 | 0.401 |
| comp2 | 0.343 | 0.401 | 0.343 | 0.401 |
| comp3 | 0.323 | 0.401 | 0.323 | 0.401 |
| like1 | 0.419 | 0.386 | 0.348 | 0.382 |
| like2 | 0.378 | 0.386 | 0.489 | 0.382 |
| like3 | 0.360 | 0.386 | 0.300 | 0.382 |
| cusa | 1.000 | 1.000 | 1.000 | 1.000 |
| cusl1 | 0.368 | 0.385 | 0.373 | 0.385 |
| cusl2 | 0.418 | 0.385 | 0.416 | 0.385 |
| cusl3 | 0.366 | 0.385 | 0.363 | 0.385 |
| Original data | Data with artificially | |||
|---|---|---|---|---|
| PLS Mode A | Unit weights | PLS Mode A | Unit weights | |
| Comp → Cusa | 0.152 | 0.122 | 0.058 | 0.045 |
| Comp → Cusl | 0.016 | 0.011 | –0.095 | –0.074 |
| Like → Cusa | 0.433 | 0.452 | 0.578 | 0.570 |
| Like → Cusl | 0.331 | 0.333 | 0.599 | 0.535 |
| Cusa → Cusl | 0.509 | 0.511 | 0.364 | 0.401 |
| comp1 | 0.539 | 0.401 | 0.539 | 0.401 |
| comp2 | 0.343 | 0.401 | 0.343 | 0.401 |
| comp3 | 0.323 | 0.401 | 0.323 | 0.401 |
| like1 | 0.419 | 0.386 | 0.348 | 0.382 |
| like2 | 0.378 | 0.386 | 0.489 | 0.382 |
| like3 | 0.360 | 0.386 | 0.300 | 0.382 |
| cusa | 1.000 | 1.000 | 1.000 | 1.000 |
| cusl1 | 0.368 | 0.385 | 0.373 | 0.385 |
| cusl2 | 0.418 | 0.385 | 0.416 | 0.385 |
| cusl3 | 0.366 | 0.385 | 0.363 | 0.385 |
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.