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Modification indices indicate a better fit if a correlation for the two reverse coded items 'I read only if I have to' and 'I think reading is boring' is specified.
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However, modification indices indicated considerable local dependency in the data, requiring correlation of error terms.
Modification indices indicated that the model could not be improved by adding paths from items to other factors.
In addition, modification indices indicated that several items that loaded on the same factors should be allowed to have correlated error terms.
Modification indices indicated some specified error terms to co-vary and two cross loading from subjective norms and moral norms to indicators of intention.
Modification indices indicated that allowing the relationship between the mental health and coping domain errors to vary would reduce the discrepancy between the observed and optimal covariance matrixes by χ = 2122.37.
This model fits the data reasonably well, however, modification indices
However, as comparable results emerged, we report the output of the ML estimation. 1 Fit indices for a unidimensional PHQ-9 were good and the largest modification index indicated overlap in content between items 7 and 8, which makes sense because concentration and restlessness may be perceived as closely related.
Given the values of the chi-square statistics in Table 2, these large modification indices may indicate a violation of local independence.
An initial Confirmatory Factor Analysis (CFA) with baseline data failed, but the modification indices also indicated considerable levels of local dependency requiring errors to be correlated.
The indices indicate the subband number.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com