Table of Contents
Introduction & Overview

PART ONE: GETTING STARTED
Chapter 1: Designing a study
Chapter 2: Preparing a codebook
Chapter 3: Getting to know SPSS

PART TWO: PREPARING THE DATA FILE
Chapter 4: Creating a data file and entering data
Chapter 5: Screening and cleaning the data

PART THREE: PRELIMINARY ANALYSES
Chapter 6: Descriptive statistics
Chapter 7: Using graphs to describe and explore the data
Chapter 8: Manipulating the data
Chapter 9: Checking the reliability of a scale
Chapter 10: Choosing the right statistic

PART FOUR: STATISTICAL TECHNIQUES TO EXPLORE RELATIONSHIPS AMONG VARIABLES
Chapter 11: Correlation
Chapter 12: Partial correlation
Chapter 13: Multiple regression
Chapter 14: Logistic regression
Chapter 15: Factor analysis

PART FIVE: STATISTICAL TECHNIQUES TO COMPARE GROUPS
Chapter 16: T-tests
Chapter 17: One-way analysis of variance
Chapter 18: Two way analysis of variance
Chapter 19: Mixed between-within subjects analysis of variance
Chapter 20: Multivariate analysis of variance
Chapter 21: Analysis of co-variance
Chapter 22: Non-parametric statistics

APPENDICES