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Loadings showed that items conceptualized to tap into the same concepts all had high factor loadings (>0.30) on their designated factor.
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The 10 optional treatment items were conceptualized as indexing treatment environment and treatment tolerability.
The 24 core items were conceptualized as reflecting QoL in the emotional, mind-body (i.e. cognitive and physical), relational and social domains.
Using the framework proposed by Malhotra et al., [ 27], the empowerment dimensions and their respective items were conceptualized as follows: Economic empowerment referred to access to and control over economic resources and participation in economic markets.
Most research in this field employs multi-item measures conceptualized as reflective models.
Participants in the workshop are asked to rate the extent to which each item represents best practice or current care using a 7-point Likert scale anchored by "strongly disagree" at 1 and "strongly agree" at 7. Anticipated satisfaction with each item is conceptualized as the difference between their "best" and "current" score.
If we take a closer look at the problematic scales and items revealed by our analyses, it may seem as if some of the items are not conceptualized in an adequate way.
The proposed design of a drop-in station mainly considers off-the-shelf items and is conceptualized to be implemented at the Missouri University of Science and Technology.
The other two items, which were conceptualized as beliefs about online MC were, "I think it's interesting to mass-customize athletic shoes," and "The website or company made it fun to select the options".
Several of these items have been conceptualized as clinical benefit criteria.
Basically, a six-item target-present lineup is conceptualized as five random draws from the foil distribution and one random draw from the target distribution; a six-item target-absent lineup is conceptualized as six random draws from the foil distribution (all statistically independent of each other in the simplest case).
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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