In this video, I walk through steps involved in performing an exploratory factor analysis using Stata. I begin with a review of how to determine factorability of a correlation matrix; then I proceed to demonstration of strategies for determining the number of factors that may account for the interrelationships among your measured variables; following we force a solution with the number of factors identified in the previous step and interpret rotated loadings. Throughout the presentation, I demonstrate steps by writing syntax into a Do-File in the hopes that you consider this approach in the future, particularly when carrying out more complex analyses. Here is a link to information on a very useful book on EFA with Stata: https://www.stata.com/bookstore/step-by-step-guide-to-exploratory-factor-analysis-with-stata/
You can download a copy of the data here:
https://drive.google.com/file/d/1Ei527SO9T-OEBMc-KCSS1USThN0ZKu2o/view
You can download a copy of the Do-file I wrote here:
https://drive.google.com/file/d/1Y61kmSiUAJugdJM2l1mkd-swvOwHmLAs/view
You can download a Powerpoint presentation (for more detail) here:
https://drive.google.com/file/d/1iDnI8SbLPBpq6n0LeD-VWgRuUEnIQjt-/view
Be sure to check out my online sites at:
https://www.drmcstats.net/
https://sites.google.com/view/statistics-for-the-real-world/home