# Interpreting a Factor Analysis

Element segregation is a puissant statistical technique that is regularly used in cupel expoundation. When accomplishing element segregation, researchers behold at correlations between cupel aces or variables and, in doing so, solicit to betray underlying tome. It may be betrayed that clumps of aces mete the similar mass, which may in depend transfer to the betrayy of subscales. Exploratory element segregation is used to betray how aces clump unitedly; confirmatory element segregation is used to discern if the aces clump unitedly in a fashion that is compatible with hypothesis or expectancy. Control this provision, you expound an exploratory element segregation on the supposing factsset. Because element segregation is so material in cupel expoundation, the steps on how to accomplish a element segregation are introduceed underneath. You may longing to composition through these steps on your confess in SPSS past familiarity with this system may behoof you in the future; nevertheless, you are referable required to do so.
To accomplish a element segregation on the supposing MoneyFacts factsset, click on ANALYZE>DIMENSION REDUCTION>FACTOR. Move the 18 cupel aces into the VARIABLES smack, L1 to L5, L6R, D1 to D6, R1 to R6. Click on the EXTRACTION molehill. Control METHOD, excellent “Principle Axis Elementing.” Control DISPLAY, uncohibit “Unrotated element disentanglement,” and cohibit “Scree Batch.” Under “Extract,” excellent “Fixed estimate of elements,” and penetrate “3” in the “Factors to extract” smack. Click on “Continue.” Click on the ROTATION molehill, and excellent “Direct Oblimin” as the order system. Click on “Continue,” and then click on “OK.”
Notice the “Scree Batch.” This shows how frequent unconnected elements are introduce in your facts. The estimate of elements overhead the batch “elbow” is the estimate you should hold. In this instance, three elements should be holded.

Now behold at the “Pattern Matrix.” It shows, control the most disunite, that each ace loads on barely individual element. Each ace has a noble loading in barely individual support and negligible loadings on the other brace elements. The element segregation shows that there are three unconnected scales with 6 aces each.
Consider how you would expound the results of this element segregation. You conciliate need to strengthen your expoundation into your Final Project brochure.
The Provision
Expound the results of the element segregation.

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