From: Predicting Fintech Innovation Adoption: the Mediator Role of Social Norms and Attitudes
PLS | LM | PLS–LM | Skewness Predic. errors | ||||||
---|---|---|---|---|---|---|---|---|---|
RMSE | MAE | Q2_predict | RMSE | MAE | Q2_predict | RMSE | MAE | ||
AT4 | 0.604 | 0.459 | 0.358 | 0.630 | 0.468 | 0.302 | − 0.026 | − 0.009 | 0.7270 |
AT2 | 0.692 | 0.527 | 0.279 | 0.722 | 0.533 | 0.216 | − 0.030 | − 0.006 | 0.3040 |
AT3 | 0.649 | 0.483 | 0.314 | 0.670 | 0.493 | 0.269 | − 0.021 | − 0.010 | 0.9290 |
AT1 | 0.692 | 0.484 | 0.226 | 0.690 | 0.494 | 0.232 | 0.002 | − 0.010 | − 0.7300 |
PBC3 | 0.670 | 0.536 | 0.163 | 0.676 | 0.531 | 0.151 | − 0.006 | 0.005 | − 0.1670 |
PBC4 | 0.720 | 0.505 | 0.268 | 0.760 | 0.527 | 0.185 | − 0.040 | − 0.022 | − 1.4830 |
PBC2 | 0.693 | 0.546 | 0.269 | 0.712 | 0.552 | 0.227 | − 0.019 | − 0.006 | − 0.5900 |
PBC1 | 0.626 | 0.417 | 0.376 | 0.642 | 0.430 | 0.345 | − 0.016 | − 0.013 | − 1.1320 |
BI1 | 0.741 | 0.594 | 0.328 | 0.728 | 0.566 | 0.352 | 0.013 | 0.028 | 1.1420 |
BI2 | 0.760 | 0.618 | 0.290 | 0.741 | 0.585 | 0.325 | 0.019 | 0.033 | 1.0040 |
BI4 | 0.691 | 0.549 | 0.325 | 0.685 | 0.531 | 0.338 | 0.006 | 0.018 | 1.1640 |
BI3 | 0.762 | 0.589 | 0.262 | 0.759 | 0.566 | 0.267 | 0.003 | 0.023 | 1.2940 |
AU1 | 0.875 | 0.686 | 0.175 | 0.884 | 0.646 | 0.195 | − 0.009 | 0.040 | 0.8500 |
AU2 | 0.786 | 0.544 | 0.183 | 0.781 | 0.552 | 0.194 | 0.005 | − 0.008 | 1.1960 |
AU3 | 0.853 | 0.659 | 0.216 | 0.868 | 0.657 | 0.188 | − 0.015 | 0.002 | 0.7280 |
AU4 | 0.850 | 0.707 | 0.247 | 0.864 | 0.685 | 0.223 | − 0.014 | 0.022 | 0.2350 |