Discriminant analysis
| Model 1: Metric distance classification | Model 2: Metric distance classification with tie adjustment | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean (SD) | Mean (SD) | ||||||||||
| Independent-variables | High | Clan | Low | Discriminant load-function I | F-value | Sheffe's test (p < 0.05) | High | High-clan | Discriminant load-function I | F-value | Differences |
| Experience-role | 3.90 (4.23) | 4.78 (5.10) | 5.16 (6.86) | −0.38 | 1.13 | None | 4.06 (4.50) | 4.05 (4.41) | −0.17 | 0.00 | None |
| Marketing-experience | 11.23 (7.07) | 10.36 (6.59) | 8.58 (6.57) | 0.24 | 1.40 | None | 11.47 (6.86) | 9.73 (7.03) | 0.28 | 3.94 | High ≠ High-Clan |
| Satisfaction | 6.28 (0.87) | 5.34 (1.53) | 5.26 (1.69) | 0.48 | 18.84 | High ≠ Low and Clan | 6.37 (0.83) | 5.73 (1.18) | 0.41 | 24.78 | High ≠ High-Clan |
| Motivation | 6.25 (1.13) | 5.09 (1.85) | 4.84 (2.14) | 0.57 | 19.41 | High ≠ Low and Clan | 6.39 (0.99) | 5.49 (1.47) | 0.65 | 30.70 | High ≠ High-Clan |
| Model 1: Metric distance classification | Model 2: Metric distance classification with tie adjustment | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean (SD) | Mean (SD) | ||||||||||
| Independent-variables | High | Clan | Low | Discriminant load-function I | Sheffe's test ( | High | High-clan | Discriminant load-function I | Differences | ||
| Experience-role | 3.90 (4.23) | 4.78 (5.10) | 5.16 (6.86) | −0.38 | 1.13 | None | 4.06 (4.50) | 4.05 (4.41) | −0.17 | 0.00 | None |
| Marketing-experience | 11.23 (7.07) | 10.36 (6.59) | 8.58 (6.57) | 0.24 | 1.40 | None | 11.47 (6.86) | 9.73 (7.03) | 0.28 | 3.94 | High ≠ High-Clan |
| Satisfaction | 6.28 (0.87) | 5.34 (1.53) | 5.26 (1.69) | 0.48 | 18.84 | High ≠ Low and Clan | 6.37 (0.83) | 5.73 (1.18) | 0.41 | 24.78 | High ≠ High-Clan |
| Motivation | 6.25 (1.13) | 5.09 (1.85) | 4.84 (2.14) | 0.57 | 19.41 | High ≠ Low and Clan | 6.39 (0.99) | 5.49 (1.47) | 0.65 | 30.70 | High ≠ High-Clan |
| Multivariate-summary | Multivariate-summary | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Wilk's lambda | Chi-squared | % variance | Canonical-correlation | Wilk's lambda | Chi-squared | % variance | Canonical-correlation | ||
| Function-1 | 0.82 ** | 50.77 ** | 98.0 | 0.42 | Function 1 | 0.88 ** | 30.21 ** | 100.0 | 0.37 |
| Function-2 | 0.99 | 1.14 | 2.0 | 0.07 | **p < 0.05 | ||||
| Multivariate-summary | Multivariate-summary | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Wilk's lambda | Chi-squared | % variance | Canonical-correlation | Wilk's lambda | Chi-squared | % variance | Canonical-correlation | ||
| Function-1 | 0.82 ** | 50.77 ** | 98.0 | 0.42 | Function 1 | 0.88 ** | 30.21 ** | 100.0 | 0.37 |
| Function-2 | 0.99 | 1.14 | 2.0 | 0.07 | ** | ||||
Source(s): Table by authors
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