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Students' performance on the fitness items shows an important difference for how students related the concept of fitness to plants versus animals.
Discriminant validity is established because: 1) the correlation of the latent variable scores with the measurement items shows an appropriate pattern of loadings; the measurement items have high loadings (> 0.70) on their theoretically assigned construct and low loadings (< 0.30) on other constructs.
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Preliminary analyses of these items showed an internal consistency of α = 0.91.
"These items showed an affective-based willingness to depend on and be vulnerable to the other person," Chua explains.
All items showed an extraction communality ≥ 0,45 (range 0,634 to 0,898).
Generally, items showing an item-total correlation of 0.3 or lower are considered to be dropped from the scale [ 27].
All items showed disordered thresholds, suggesting a problem with the response format, despite items showing an adequate number of cases in each response category (range=52 to 286).
All items show an unambiguous factor loading pattern in the whole sample (table 4) and in patients with chronic conditions.
Additionally, a large number of items showed an overlap in OCCs for options 3 and 4 (some examples include G2, G3, G12).
A rating of "Somewhat" was given to G5 and G10 as these items show an increase in OCCs after the 50th percentile.
Mean percentage of symptomatic answers was 40%, and only 3 of the 58 items showed an extreme response pattern with a percentage below 10%.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com