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In this video, I walk you through testing Construct Validity using Factor Analysis in SPSS. We'll use a real 8-item survey dataset, and I'll show you how to interpret EVERY part of the output from the Scree Plot to the Rotated Component Matrix in a simple, step-by-step way. What you'll learn: 0:00 Introduction to Survey Validity 0:12 How to run Factor Analysis in SPSS 0:25 Interpreting Communalities (and spotting weak items) 0:45 Understanding Total Variance Explained & the Scree Plot 1:00 The KEY: Interpreting the Rotated Component Matrix 1:20 How to identify your final factors and what they mean We'll uncover that this 8-question survey measures two distinct concepts and identify one weak question (P7) that you might need to remove. 🔗 *RELATED VIDEOS:* How to Test Reliability in SPSS (Cronbach's Alpha): [Link to your previous video] Descriptive Statistics in SPSS (Mean, Standard Deviation, etc.): • SPSS for Beginners: How to Analyze Descrip... 🚀 *READY TO MASTER SPSS?* Subscribe to the channel for simple, step-by-step guides that take the confusion out of data analysis: / @research_proposal_ethiopia #SPSS #FactorAnalysis #Validity #DataAnalysis #Research #Thesis #Statistics #SPSSForBeginners #SurveyResearch #DataValidation #ResearchMethods #StatisticalAnalysis #SPSSTutorial #education #academicstudy #ethiopia #researchmethodology #academicresearch #ethiopia #excel #lifeisbutadream #statistics #education #whowillbemylifepartnerta #spss #microsoft #haveitoldyoulatelythatiloveyou #fyp #fypシ #fypシ゚viral #fypyoutube