Sentence examples for based on item loadings from inspiring English sources
Based on item loadings, the four factors were general care plan, medication, agreement on care plan, and specific care instructions (Table 4).
Our results also indicate that the tool could be made even simpler, as suggested by Mbindyo et al., from 23 items to about 10 to 12 items based on item loadings on factor analysis [ 22].
Based on the item loadings belonging to their respective constructs, a total of the loadings of 15 items (one item of optimism, one item of innovativeness, six items of insecurity, and seven items of discomfort) was lower than the cut-off value of 0.7 [ 77].
Factors were extracted based on minimum item loadings of.40, examination of scree plots, and simplicity of factor structure (loading on only one factor).
Whereas the components in Karakaya et al.'s study were somewhat questionable (e.g., they were based on low item loadings and they were not clear representations of the separate cognitive error categories), the current study identified components representative of distinct cognitive error categories and most loadings were far above the Tabachnick and Fidell (2007) criterion.
Using independent t-tests, person location estimates based on items with large (> 0.3) positive and negative loadings on the first principal component were compared.
In our research, we considered that readers who impose their own perspectives and cultural bias might misinterpret the interpretation of interrelatedness of items based on factor loadings.
An iterative process was used, discarding one item at a time based on factor loadings as well as on discretion and internal consistency results, where applicable.
Item reduction was based on factor loadings from a new sample of 454 Russian adolescents and correlations with previously validated criteria teacher, parent and self-ratings of conduct and emotional problems.
Based on factor loadings of original scale items the five components were interpreted as (i) disregard or trivialization of BC symptoms, (ii) distrust in medical system and success of therapy, (iii) fear of consequences of BC, (iv) influence of family and friends and (v) appropriate habits of regular self-examination.
