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The Kaiser-Meyer-Olkin measure of sampling adequacy [ 24] with a value of 0.83, as well as Bartlett's test of sphericity (which was highly significant) indicated that the IAS in the student sample were appropriate for principal components analyses (PCA).
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These results suggested that EFA of the sample was appropriate.
These details will help readers understand whether your sample is appropriate and to which groups your results and conclusions may be generalized.
However, we first must ensure that the measurement items used in our sample are appropriate; therefore, a reliability analysis was conducted to ensure that the measurement scales used in the study exhibited construct validity and were consistent with previous studies.
Therefore a small purposive sample was appropriate to examine feasibility.
Given the exploratory nature of these interviews, a purposive sample is appropriate.
Nevertheless, our sample was appropriate for our purpose; an exploration of helpful strategies.
A relatively small sample of suitable general practitioners rather than a random sample was appropriate to the needs of this exploratory study.
If the sample is appropriate, there should be considerable overlap in the map between the item difficulty parameters and the levels of the latent trait of persons.
The inclusion criteria included experience of conflict with substitute decision-makers to ensure that the sample was appropriate, since participants would have knowledge of the research topic [ 16].
The benchmark employed is based on the work of Krathwohl, which provides a number of questions to individuate if the sample is appropriate in comparison with the purpose of the study [ 50].
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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