24. How to Run Binary Logistic Regression in SPSS | Step-by-Step Tutorial (Part 2)

📊 BINARY LOGISTIC REGRESSION IN SPSS – COMPLETE 3-PART SERIES This is Part 2: Step-by-Step SPSS Demonstration. In this practical tutorial, I demonstrate how to perform Binary Logistic Regression in SPSS, test the relevant assumptions, and obtain the statistical output required for interpretation and academic reporting. 📂 PRACTICE DATASET – FOLLOW ALONG WITH ME: https://drive.google.com/file/d/1ryzw... ⬅️ Part 1: Concepts, Assumptions & Requirements    • 23. Binary Logistic Regression in SPSS for...   ▶️ NEXT VIDEO – Part 3: APA Results & Academic Reporting    • 25. Binary Logistic Regression in SPSS for...   📌 ABOUT THIS VIDEO This is the practical part of the series. Download the practice dataset above and follow along as I demonstrate the analysis step-by-step in SPSS. In this video, you will learn: How to prepare variables for Binary Logistic Regression in SPSS How to assess multicollinearity using Tolerance and VIF How to assess linearity in the logit using the Box–Tidwell procedure How to apply the Bonferroni adjustment when evaluating the Box–Tidwell test How to run Binary Logistic Regression in SPSS How to specify categorical predictors and reference categories How to obtain model-fit statistics How to obtain classification results How to obtain regression coefficients, odds ratios, and confidence intervals How to identify the SPSS output needed for academic reporting 🎓 WHO IS THIS TUTORIAL FOR? This tutorial is designed for students, researchers, and anyone conducting quantitative research, particularly those working on a thesis, dissertation, research project, or journal article. 📚 FOLLOW THE COMPLETE SERIES Part 1 – Concepts, Assumptions & Requirements    • 23. Binary Logistic Regression in SPSS for...   Part 2 – Step-by-Step SPSS Demonstration 👉 You are here Part 3 – APA Results & Academic Reporting    • 25. Binary Logistic Regression in SPSS for...   Learning Path: Part 1: Understand the concepts and requirements ➡️ Part 2: Test the assumptions and perform the analysis in SPSS ➡️ Part 3: Interpret the SPSS output and present the results using APA-style tables and academic reporting After completing this video, continue to Part 3, where I demonstrate how to transform the SPSS results into clean academic tables and write the findings in a form suitable for a thesis, dissertation, research project, or journal article. 🔔 If you find this tutorial useful, consider subscribing for more practical tutorials on SPSS, statistics, data analysis, and research methods. #SPSS #BinaryLogisticRegression #LogisticRegression #SPSSAnalysis #DataAnalysis #Statistics #ResearchMethods #Thesis #Dissertation #AcademicResearch