Provides a non-technical approach to quantitative data analysis and a user-friendly introduction to the widely used SPSS for Windows. The authors assume no previous familiarity with either statistics or computing, but take readers step-by-step through techniques, including Correlation; Simple and multiple regression; Multivariate analysis of variance and covariance; and Factor analysis.