This video tutorial walks you through an example of exploratory factor analysis (EFA) using SPSS. In this video, I begin by showing you how to assess the factorability of the correlation matrix, then proceed to approaches for determining the number of factors, and then final extraction, rotation, and interpretation of factors. I illustrate how to identify thematic content in items when naming the factors.
Download a copy of the data used in this video here:
https://drive.google.com/file/d/13n905vAwXDlUWFbrYEV0HFalJnRwCz00/view
Download a copy of the syntax file referred to in the video here:
https://drive.google.com/file/d/1Zof__tq89Yys9o7MV1AxvkV4-fPP7-NP/view
Download SUPPLEMENTAL POWERPOINT here:
https://drive.google.com/file/d/1QD3mp-0fjIYP95IM7CU7gLwEA3PTzDyW/view
To access the original article referred to in the video, go here:
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0173295#sec013
