How does a research analyst determine on which factor a variable is loading?
A) By the p value
B) By assessing the eigenvalues
C) By identifying the highest factor loading
D) By rotating the correlation matrix
E) all of the above

Question

Quizplus · Accepted Answer

The research analyst determines on which factor a variable is loading by identifying the highest factor loading. This is the most reliable method for determining the factor to which a variable is most strongly related. P values and eigenvalues can be used as additional measures, but they are not as reliable as the direct assessment of factor loadings. Rotation of the correlation matrix can also be used to aid in the interpretation of factor loadings, but it does not directly determine on which factor a variable is loading.

How Does a Research Analyst Determine on Which Factor a Variable