PMC:7216275 / 33159-34609 JSONTXT 4 Projects

Annnotations TAB TSV DIC JSON TextAE

Id Subject Object Predicate Lexical cue
T282 0-184 Sentence denotes The effect of the exogenous latent construct on the endogenous latent construct having three possible answers, i.e., substantial, moderate, and weak, was found using theF2 effect size.
T283 185-259 Sentence denotes The blindfold method was used to check the strength of the research model.
T284 260-449 Sentence denotes Cohen’s f2 is an identical measure of effect size that also permits checking the local effect size, which is the effect of one variable compared with the multivariate regression model [94].
T285 450-563 Sentence denotes If the cross-validated redundancy (Q2) is higher than 0,then the model is related to predicting that factor [95].
T286 564-855 Sentence denotes We focused on in-sample prediction more, compared to out-sample prediction, prognostic significance Q2, and relative relevance Q2, which are alternatives for evaluating a model’s practical relevance, in addition to consulting R2 outcomes as a gauge of a model’s predictive capabilities [95].
T287 856-955 Sentence denotes R2, Q2, path coefficients, and the effect size (f2) are the decisive factors we use for evaluation.
T288 956-1072 Sentence denotes In addition to this evaluation, researchers are required to check the inner model for potential co linearity issues.
T289 1073-1181 Sentence denotes If the constructs are interrelated, then results approximated by the inner model are considered biased [96].
T290 1182-1233 Sentence denotes A model’s predictive accuracy is decided by the R2.
T291 1234-1344 Sentence denotes The R2 value also characterizes the combined consequence of exogenous variables on the endogenous variable(s).
T292 1345-1375 Sentence denotes The effect ranges from 0 to 1.
T293 1376-1450 Sentence denotes A value of 1 indicates complete predictive accuracy as can see in Table 6.