Of the following, which procedure is sometimes referred to as a "data reduction" method because it allows a researcher to explore how items on a particular measure cluster together?
A) Path analysis
B) SEM
C) Factor analysis
D) MANOVA

Question

Quizplus · Accepted Answer

Factor analysis is a statistical method often called a "data reduction" technique because it helps researchers to identify underlying factors, or dimensions, within a set of observed variables. It is used to explore relationships among observed variables and group them based on the extent to which they are related to each other. Path analysis, structural equation modeling (SEM), and multivariate analysis of variance (MANOVA) are not typically referred to as "data reduction" methods.

Of the Following, Which Procedure Is Sometimes Referred to as a "Data