Result of predictive power assessment of research model
| Data set | Construct | Indicators | PLS | LM | PLS-LM | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RMSE | MAE | Q2 predict | RMSE | MAE | Q2 predict | RMSE | MAE | Q2 predict | |||
| Global | Intention | INTD2 | 0.991 | 0.799 | 0.409 | 0.98 | 0.787 | 0.422 | 0.011 | 0.012 | −0.013 |
| INTD3 | 1.083 | 0.895 | 0.36 | 1.086 | 0.897 | 0.357 | −0.003 | −0.002 | 0.003 | ||
| INTD1 | 1.006 | 0.807 | 0.409 | 0.989 | 0.784 | 0.428 | 0.017 | 0.023 | −0.019 | ||
| Czech | Intention | INTD2 | 1.055 | 0.839 | 0.344 | 1.137 | 0.889 | 0.238 | −0.082 | −0.050 | 0.106 |
| INTD3 | 1.15 | 0.925 | 0.275 | 1.273 | 1.004 | 0.111 | −0.123 | −0.079 | 0.164 | ||
| INTD1 | 0.957 | 0.756 | 0.41 | 1.045 | 0.81 | 0.296 | −0.088 | −0.054 | 0.114 | ||
| Slovak | Intention | INTD2 | 0.857 | 0.685 | 0.258 | 0.829 | 0.644 | 0.305 | 0.028 | 0.041 | −0.047 |
| INTD3 | 1.104 | 0.964 | 0.167 | 1.162 | 0.996 | 0.077 | −0.058 | −0.032 | 0.090 | ||
| INTD1 | 1.055 | 0.919 | 0.179 | 1.059 | 0.872 | 0.173 | −0.004 | 0.047 | 0.006 | ||
| Data set | Construct | Indicators | PLS | LM | PLS-LM | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RMSE | MAE | Q2 predict | RMSE | MAE | Q2 predict | RMSE | MAE | Q2 predict | |||
| Global | Intention | INTD2 | 0.991 | 0.799 | 0.409 | 0.98 | 0.787 | 0.422 | 0.011 | 0.012 | −0.013 |
| INTD3 | 1.083 | 0.895 | 0.36 | 1.086 | 0.897 | 0.357 | −0.003 | −0.002 | 0.003 | ||
| INTD1 | 1.006 | 0.807 | 0.409 | 0.989 | 0.784 | 0.428 | 0.017 | 0.023 | −0.019 | ||
| Czech | Intention | INTD2 | 1.055 | 0.839 | 0.344 | 1.137 | 0.889 | 0.238 | −0.082 | −0.050 | 0.106 |
| INTD3 | 1.15 | 0.925 | 0.275 | 1.273 | 1.004 | 0.111 | −0.123 | −0.079 | 0.164 | ||
| INTD1 | 0.957 | 0.756 | 0.41 | 1.045 | 0.81 | 0.296 | −0.088 | −0.054 | 0.114 | ||
| Slovak | Intention | INTD2 | 0.857 | 0.685 | 0.258 | 0.829 | 0.644 | 0.305 | 0.028 | 0.041 | −0.047 |
| INTD3 | 1.104 | 0.964 | 0.167 | 1.162 | 0.996 | 0.077 | −0.058 | −0.032 | 0.090 | ||
| INTD1 | 1.055 | 0.919 | 0.179 | 1.059 | 0.872 | 0.173 | −0.004 | 0.047 | 0.006 | ||
Note(s): The Table reports the results of the predictive power assessment of the research model for each of the three datasets (global, Czech and Slovak)
Source(s): Table by authors
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