This chapter contains sections titled: Introduction Correlation patterns Path diagrams Factor analysis Factor analysis of the HADS questionnaire Uses of factor analysis Applying factor analysis: choices and decisions Assumptions for factor analysis Factor analysis in QoL research Limitations of correlation-based analysis Causal models Confirmatory factor analysis and structural equation modelling Conclusions Further reading, and software