Structural model evaluation
| Criterion | Empirical test criterion in PLS-SEM | Number of models (n = 124) | Proportion (%) |
|---|---|---|---|
| Path coefficients | Values | 123 | 99.19 |
| Significance of path coefficients | Standard errors, significance levels, t values/p values | 99 | 79.83 |
| Confidence intervals | 0 | 0.00 | |
| Both | 23 | 18.54 | |
| Effect size | f2 | 37 | 29.83 |
| Explanatory power | R2 | 114 | 91.93 |
| Model fit | GoF | 23 | 18.54 |
| SRMR | 6 | 4.83 | |
| Other | 4 | 3.22 | |
| Predictive relevance (blindfolding) | Q2 | 58 | 46.77 |
| q2 | 14 | 11.29 | |
| Predictive power (PLSpredict) | Q2predict | 0 | – |
| LM comparison | 0 | – | |
| Predictive model comparison | BIC, GM, CVPAT | 0a | – |
| Criterion | Empirical test criterion in PLS-SEM | Number of models ( | Proportion (%) |
|---|---|---|---|
| Path coefficients | Values | 123 | 99.19 |
| Significance of path coefficients | Standard errors, significance levels, | 99 | 79.83 |
| Confidence intervals | 0 | 0.00 | |
| Both | 23 | 18.54 | |
| Effect size | 37 | 29.83 | |
| Explanatory power | 114 | 91.93 | |
| Model fit | GoF | 23 | 18.54 |
| SRMR | 6 | 4.83 | |
| Other | 4 | 3.22 | |
| Predictive relevance (blindfolding) | 58 | 46.77 | |
| 14 | 11.29 | ||
| Predictive power (PLSpredict) | 0 | – | |
| LM comparison | 0 | – | |
| Predictive model comparison | BIC, GM, CVPAT | 0a | – |
Note(s): aOne article mentions that AIC (Akaike's information criteria) were used to compare two different model specifications, but does not provide any data
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