PLS predict results for target construct
| Items of the dependent variable | PLS-SEM | LM | PLS-SEM-LM | |
|---|---|---|---|---|
| Q2 PREDICT | MAE | MAE | MAE | |
| PE_1 | 0.28 | 0.866 | 0.924 | −0.058 |
| PE_3 | 0.224 | 0.953 | 0.956 | −0.003 |
| PE_4 | 0.191 | 0.93 | 0.959 | −0.029 |
| PE_5 | 0.329 | 0.748 | 0.786 | −0.038 |
| PE_6 | 0.283 | 0.872 | 0.921 | −0.049 |
| PE_7 | 0.305 | 0.778 | 0.799 | −0.021 |
| PE_8 | 0.284 | 0.802 | 0.809 | −0.007 |
| PE_9 | 0.314 | 0.779 | 0.788 | −0.009 |
| PE_10 | 0.385 | 0.76 | 0.747 | 0.013 |
| PE_11 | 0.335 | 0.773 | 0.792 | −0.019 |
| PE_12 | 0.335 | 0.769 | 0.786 | −0.017 |
| PE_13 | 0.415 | 0.761 | 0.756 | 0.005 |
| PE_14 | 0.327 | 0.84 | 0.838 | 0.002 |
| PE_15 | 0.28 | 0.801 | 0.771 | 0.03 |
| PE_16 | 0.353 | 0.82 | 0.786 | 0.034 |
| PE_17 | 0.393 | 0.782 | 0.803 | −0.021 |
| PE_19 | 0.308 | 0.839 | 0.83 | 0.009 |
| PE_20 | 0.307 | 0.802 | 0.821 | −0.019 |
| PE_21 | 0.468 | 0.642 | 0.649 | −0.007 |
| PE_22 | 0.355 | 0.701 | 0.715 | −0.014 |
| PE_23 | 0.354 | 0.791 | 0.77 | 0.021 |
| PE_24 | 0.289 | 0.765 | 0.781 | −0.016 |
| PE_25 | 0.312 | 0.773 | 0.794 | −0.021 |
| PE_26 | 0.294 | 0.872 | 0.898 | −0.026 |
| PE_27 | 0.187 | 0.911 | 0.917 | −0.006 |
| PE_28 | 0.401 | 0.754 | 0.765 | −0.011 |
| Items of the dependent variable | PLS-SEM | LM | PLS-SEM-LM | |
|---|---|---|---|---|
| Q2 PREDICT | MAE | MAE | MAE | |
| PE_1 | 0.28 | 0.866 | 0.924 | −0.058 |
| PE_3 | 0.224 | 0.953 | 0.956 | −0.003 |
| PE_4 | 0.191 | 0.93 | 0.959 | −0.029 |
| PE_5 | 0.329 | 0.748 | 0.786 | −0.038 |
| PE_6 | 0.283 | 0.872 | 0.921 | −0.049 |
| PE_7 | 0.305 | 0.778 | 0.799 | −0.021 |
| PE_8 | 0.284 | 0.802 | 0.809 | −0.007 |
| PE_9 | 0.314 | 0.779 | 0.788 | −0.009 |
| PE_10 | 0.385 | 0.76 | 0.747 | 0.013 |
| PE_11 | 0.335 | 0.773 | 0.792 | −0.019 |
| PE_12 | 0.335 | 0.769 | 0.786 | −0.017 |
| PE_13 | 0.415 | 0.761 | 0.756 | 0.005 |
| PE_14 | 0.327 | 0.84 | 0.838 | 0.002 |
| PE_15 | 0.28 | 0.801 | 0.771 | 0.03 |
| PE_16 | 0.353 | 0.82 | 0.786 | 0.034 |
| PE_17 | 0.393 | 0.782 | 0.803 | −0.021 |
| PE_19 | 0.308 | 0.839 | 0.83 | 0.009 |
| PE_20 | 0.307 | 0.802 | 0.821 | −0.019 |
| PE_21 | 0.468 | 0.642 | 0.649 | −0.007 |
| PE_22 | 0.355 | 0.701 | 0.715 | −0.014 |
| PE_23 | 0.354 | 0.791 | 0.77 | 0.021 |
| PE_24 | 0.289 | 0.765 | 0.781 | −0.016 |
| PE_25 | 0.312 | 0.773 | 0.794 | −0.021 |
| PE_26 | 0.294 | 0.872 | 0.898 | −0.026 |
| PE_27 | 0.187 | 0.911 | 0.917 | −0.006 |
| PE_28 | 0.401 | 0.754 | 0.765 | −0.011 |