In this video I describe how to conduct and interpret the results of a Factor Analysis in SPSS. I go through the steps to verify that factor analysis is a valid approach given your data (Bartlett's Test of Sphericity, KMO, Anti-Image Correlation MSAs), help you define how to determine the number of factors to use, and finally, show you how to interpret the factor loadings and factor scores.
This SPSS tutorial series is designed to teach you the basics of how to analyze and interpret the results of data using SPSS. I will cover everything from the very basics of the main windows within SPSS, to manipulating data, to running and interpreting meaningful analyses like t-tests, ANOVA, regression, and many more, and visualizing results.
Link to video about computing multi-item scales: https://youtu.be/CcHxn9QP5wQ
The data file used in this video can be found here: https://drive.google.com/file/d/1-BbnD3Z0UTKUo6vmPOmC7iIkXCP-vaum/view?usp=sharing
Video tutorial and walkthrough of the data file used in this video: https://youtu.be/AhtVHmC09fs
Playlist of video covering INTUITION for statistics and data science: https://www.youtube.com/playlist?list=PLmXNcJ-VjBYrySRGXmkJMHpw6O4E--XxC
All the SPSS tutorial videos are in this playlist: https://www.youtube.com/playlist?list=PLmXNcJ-VjBYo9QnJP1BoMwfU_dfPmGoi1
Learn more about who I am and why I'm doing this here: https://youtu.be/sLIquDwwTpw
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LinkedIn: https://www.linkedin.com/in/jeff-galak-768a193a
Patreon: https://www.patreon.com/datademystified
Website: http://www.jeffgalak.com/datademystified
Equipment Used for Filming:
Nikon D7100: https://amzn.to/320N1FZ
Softlight: https://amzn.to/2ZaXz3o
Yeti Microphone: https://amzn.to/2ZTXznB
iPad for Teleprompter: https://amzn.to/2ZSUkNh
Camtasia for Video Editing: https://amzn.to/2ZRPeAV