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There were 8 principal components (initial eigenvalues >1) abstracted from 30 items of the general module (QLICD-GM) by factor analysis, accounting for 68.1% of the cumulative variance.
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The one-factor solution determined by the factor analysis accounted for a significant proportion of variance [ 31, 32] and showed evidence that supports the presence of construct validity.
Unidimensionality was established for the OPAQ-PF by factor analysis.
Evidence of factor structure validity of the Skindex-29 and Skindex-16 was demonstrated by both exploratory factor analysis that accounted for 68.66% and 77.78% of the total variance, respectively, and confirmatory factor analysis with acceptable fitness into the expected three-factor structure.
By-person factor analysis was performed using the centroid method.
The first ten factors extracted by the factor analysis had eigenvalues greater than 1, together accounting for 68% of the overall variance.
This was considered acceptable, as the average variance accounted for by exploratory factor analysis is around 60% [ 36].
Empirically derived dietary patterns were obtained by principal factor analysis.
Factor analysis identified five factors accounting for 79.65 % of the total variance in the dataset.
Higher order principle components factor analysis produced one factor, accounting for 74.7% of the variance.
With regard to construct validity, factor analysis showed three factors accounting for 62% of total variance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com