A Step-by-Step Guide to Exploratory Factor Analysis with Stata

A Step-By-Step Guide to Exploratory Factor Analysis With Stata, by Marley W. Watkins, is a concise, approachable guide for applied researchers in the behavioral, medical, and social sciences. This book begins with an introduction to the Stata interface, commands, Do-file Editor, and resources available for help, followed by an easy-to-follow 10-step approach for conducting exploratory factor analysis in Stata. These steps range from deciding which variables to include and selecting participants to interpreting and reporting final results. Watkins discusses the available options for performing exploratory factor analysis in Stata, including factor extraction methods, deciding how many factors to retain, and factor rotation. Commands and output for each of these steps are included, and six example datasets are provided online.

List of Figures
Preface

 

1. Introduction

 

2. Data

 

3. Stata Software

 

4. Importing and Saving Data

 

5. Decision Steps in Exploratory Factor Analysis

 

6. Step 1: Variables to Include

 

7. Step 2: Participants

 

8. Step 3: Data Screening

 

9. Step 4: Is Exploratory Factor Analysis Appropriate?

 

10. Step 5: Factor Analysis Model

 

11. Step 6: Factor Extraction Method

 

12. Step 7: How Many Factors to Retain

 

13. Step 8: Rotate Factors

 

14. Step 9: Interpret Exploratory Factor Analysis Results

 

15. Step 10: Report Exploratory Factor Analysis Results

 

16. Exploratory Factor Analysis with Categorical Variables

 

17. Higher-Order and Bifactor Models

 

18. Exploratory versus Confirmatory Factor Analysis

 

19. Practice Exercises

 

References and Resources
Index
Author: Marley W. Watkins
ISBN-13: 978-0-3677-1032-3
©Copyright: 2021 Routledge

A Step-By-Step Guide to Exploratory Factor Analysis With Stata, by Marley W. Watkins, is a concise, approachable guide for applied researchers in the behavioral, medical, and social sciences. This book begins with an introduction to the Stata interface, commands, Do-file Editor, and resources available for help, followed by an easy-to-follow 10-step approach for conducting exploratory factor analysis in Stata.