Table 8 Results from t-tests for test and training data analyzing whether there is a significant decline of rational/utility-maximizing decision-making between service selection and switching.
From: Service selection and switching decisions: user behavior in high-interoperability environments
Dataset | Threshold group | Tt | dof | p-val | CI95% | Alternative |
|---|---|---|---|---|---|---|
Test set | 55% | 5.4574 | 107 | <0.001 | [0.16, 0.34] | two-sided |
| Â | 65% | 10.9490 | 107 | <0.001 | [0.45, 0.65] | two-sided |
| Â | 75% | 9.3566 | 107 | <0.001 | [0.39, 0.61] | two-sided |
| Â | 85% | 9.0947 | 107 | <0.001 | [0.41, 0.64] | two-sided |
|  | 95% | –0.1594 | 107 | 0.874 | [-0.12, 0.11] | two-sided |
Training set | 55% | 9.7057 | 430 | <0.001 | [0.18, 0.27] | two-sided |
| Â | 65% | 19.5995 | 430 | <0.001 | [0.46, 0.56] | two-sided |
| Â | 75% | 17.0524 | 430 | <0.001 | [0.42, 0.53] | two-sided |
| Â | 85% | 15.9594 | 430 | <0.001 | [0.4, 0.52] | two-sided |
| Â | 95% | 2.0324 | 430 | 0.043 | [0.0, 0.1] | two-sided |
