Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments.
The histograms in the upper part of the PIM represent the distribution on the latent scale of each facet.
Factors provide a mid-level between facets and the latent construct, serving to organize the facets into subcategories and providing the basis for subscales.
The Core Self-Evaluations Scale (CSES) was designed to assess a latent construct that includes facets of four core traits: self-esteem, self-efficacy, emotional stability, and locus of control.
The latent correlations between the facets are medium on average and reflect the multidimensionality of the competence component 'knowledge application'.
It has the potential to illuminate implicit facets and latent factors embedded in research and scholarship that might otherwise not get noted.
Woo et al. (2007) examined latent mean differences in facets of achievement motivation in a sample of students (mean age 20.74, SD = 4.43, 58% female) and adult workers (mean age 42.82, SD = 9.89, 34% female).
Table 2 EAP/PV reliabilities and latent correlations of the facets of knowledge application (A1) (A2) (A3) (A4) (A1) Identifying needs for action and information gaps.84 (A2) Processing information.64.79 (A3) Coming to a well-founded decision.61.31.82 (A4) Communicating the decision appropriately.43.15.51.78.43.15.51.78
The RSM specifies two facets (person latent trait, Bn; item location, Di), and the step threshold (Fi).
Table 4 shows the latent correlations between the cognitive facets and the non-cognitive facets based on the plausible values (the answer data from the cognitive data was included as background information in the estimation of the model for the non-cognitive data and vice versa; these via plausible values calculated correlations are therefore also latent correlations).
Modest correlations between facets, or weak loadings of individual facets on the latent composite, may be due to untargeted sources, such as other constructs or response biases.
