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Future research could conduct factor analysis on item-level data rather than just section score totals.
It was verified to be appropriate to conduct factor analysis of the data provided by the Kaiser-Meyer-Olkin analysis (close to 0.8 in the four scales) and the Bartlett test of sphericity (all significant, 0.000).
Sample size was also the limiting factor to conduct factor analysis.
The packages psych, lme4, and languageR were used to conduct factor analysis, fit the LMMs, and provide inference for the LMM models, respectively [ 21- 23].
This paper also assesses the degree of hospital satisfaction with the outsourcing of medical and non-medical items and conduct factor analysis on satisfaction factors.
However, that study sample was much lower than typically required to conduct factor analyses, which would suggest that there might be some instability in their results.
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This required conducting factor analysis of behavioral items and creating factor scores for both behavioral and attitudinal factors.
This impact has been investigated by conducting factor analysis and stepwise-regression analysis.
We next conducted factor analysis to reduce parameters to those with the greatest effect on connection shear strength.
To be more efficient with resources, the number of ERS items can be reduced while maintaining the validity and reliability of the instrument by conducting factor analysis on previous ERS assessment data.
Therefore, we conducted factor analyses separately for men and women.
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