Which of the following statements about factor loadings in exploratory factor analysis is TRUE?
A) Lower factor load?ings indicate items with stronger associations with the factor.
B) Parallel analysis is a statistical technique for determining which factor loadings are meaningful.
C) Factor loadings represent the correlation of each item with the underlying factor.
D) Negative factor loadings indicate a problem with the factorability of the data set.

Question

Quizplus · Accepted Answer

Factor loadings represent the correlation of each item with the underlying factor. Lower factor loadings indicate weaker associations with the factor, not stronger associations. Parallel analysis is a technique used to determine the appropriate number of factors, not which factor loadings are meaningful. Negative factor loadings indicate that an item is inversely related to a factor, but it does not necessarily indicate a problem with factorability.

Which of the Following Statements About Factor Loadings in Exploratory