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Overall, results showed that (i) a two-factor model of beliefs (Persecutory and Benevolent beliefs) provides a better fit to the data than a three-factor model, and (ii) emotional and behavioral modes of responding items should not be separated.
Missing values for each scale within the limits above were replaced by the mean value of the responding items within each scale.
These identified issues were then compared with the ten CARE measure items, using a CARE framework: Connecting (Care Measure items 1 3), Assessing (item 4), Responding (items 5,6), and Empowering (items 7 10).
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After removing not only the RT outliers but also all RTs for incorrectly responded items, the average proportion of missing data for each item was 0.07.
The missing data were considered to be missing completely at random (MCAR), and thus, missing data were imputed with the simple mean of responded items per dimension [ 40, 41].
Instead of trying to respond, item by item, to the countless outrageous things he says, he must be deflated by focusing on the one totally unacceptable thing that sums up all else that is wrong about his candidacy.
Fifty-two per cent of the residents responded item 3 ('My mouth feels dry') by score 2 (occasionally) or 3 (ever).
Furthermore, our findings suggest that these inconsistencies may indicate differences in the ideas and experiences students draw upon when responding to items about natural selection.
IRT allows an understanding of how people respond to items and how items measure an underlying dimension [ 18].
However, these criteria overlook how respondents perceive and respond to items (Kaklamanou et al., 2013).
(3) Students were especially weak at responding to Item 20, which required them to write a coherent text consisting of more than three sentences.
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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