SPSS survival manual: a step by step guide to data analysis using IBM SPSS

pt. 1. Getting started. Designing a study

Preparing a codebook

Getting to know IBM SPSS

pt. 2. Preparing the data file. Creating a data file and entering data

Screening and cleaning the data

pt. 3. Preliminary analyses. Descriptive statistics

Using graphs to describe and explore the data

Manipulating the data

Checking the reliability of a scale

Choosing the right statistic

pt. 4. Statistical techniques to explore relationships among variables. Correlation

Partial correlation

Multiple regression

Logistic regression

Factor analysis

pt. 5. Statistical techniques to compare groups. Non-parametric statistics

T-tests

One-way analysis of variance

Two-way between-groups ANOVA

Mixed between-within subjects analysis of variance

Multivariate analysis of variance

Analysis of covariance.