Constanza conducts some research in which she has participants list the traits they would find desirable in a mate.She ends up with a list of over 75 items and wants to find out if those 75 items can be clustered into groups.What statistical technique should Constanza use?

Question

Quizplus · Accepted Answer

Factor analysis is a statistical technique used for identifying underlying factors that explain the correlations among a set of variables. In this case, Constanza can use factor analysis to group the 75 desirable traits into clusters or factors that share common variance, which could help simplify the data and identify patterns in how people prioritize certain traits in potential mates. Structural equation modeling is a more complex statistical technique that can test hypotheses about the relationships between latent variables, and is not necessary for this exploratory analysis. Analysis of variance (ANOVA) and correlation can provide useful information for comparing group means or assessing the strength of relationships between pairs of variables, but they do not focus specifically on clustering or explaining variance among multiple variables.

Constanza Conducts Some Research in Which She Has Participants List