Introduction and overview Part I Getting started
1. Designing a study
2. Preparing a codebook
3. Getting to know IBM SPSS Statistics Part II Preparing the data file
4. Creating a data file and entering data
5. Screening and cleaning the data Part III Preliminary analyses
6. Descriptive statistics
7. Using graphs to describe and explore the data
8. Manipulating the data
9. Checking the reliability of a scale
10. Choosing the right statistic Part IV Statistical techniques to explore relationships among variables
11. Correlation
12. Partial correlation
13. Multiple regression
14. Logistic regression
15. Factor analysis Part V Statistical techniques to compare groups
16. Non-parametric statistics
17. T-tests
18. One-way analysis of variance
19. Two-way between-groups ANOVA
20. Mixed between-within subjects analysis of variance
21. Multivariate analysis of variance
22. Analysis of covariance; Glossary of Statistical Terms; Appendix A: Details of data files; Appendix B: Using Syntax