Modelling Patient-Reported Outcome Measures (PROMs)
In this Summer School held over 5 consecutive days, from 12th to 16th of September 2011, the instructors - Tim Croudace, Anna Brown, Jan Stochl (University of Cambridge) and Jan Böhnke (University of Trier) - introduced participants to advanced psychometric modelling of self-reported questionnaires, specifically concentrating on Patient-Reported Outcome Measures (PROMs).
The tutorial materials below can be used for learning psychometric principles involved in development, assessment, analysis and interpretation of data arising from self-report questionnaires. Each topic includes a brief statement of level / knowledge /software requirements, workshop slides, and materials for practical exercises.
Topic 1. Introduction to health-related Quality of Life measures (Tim Croudace). Level: beginner.
Topic 2. Concepts of validity, reliability, sensitivity and generalisability (Jan Stochl). Level: beginner. Software for practicals: R.
Topic 3. Principles of measurement scales (Anna Brown). Level: beginner.
Topic 4. Developing a questionnaire (Anna Brown. Level: beginner. No software is required for a practical exercise.
Topic 5. Structure and quality of scales (Anna Brown). Level: intermediate.
Topic 6. Factor analysis and basics of structural equation modelling (Jan Stochl). Level: intermediate. Software for practicals: Mplus (simple reference).
Topic 7. Unidimensional IRT models for binary data (Jan Boehnke). Level: intermediate. Software for practicals: R.
Topic 8. Unidimensional IRT models for ordinal data (Jan Boehnke). Level: intermediate to advanced. Software for practicals: R.
Topic 9. Introduction to Multidimensional IRT models (Anna Brown. Level: advanced. Software for practicals: Mplus.
Topic 10. Test scoring - classical, IRT, and approximated IRT methods (Anna Brown). Level: intermediate to advanced. Software for practicals: R and IRTScore.
Topic 11. Measurement precision (Anna Brown). Level: intermediate to advanced. Software for practicals: R.
Topic 12. Computer Adaptive Testing (Jan Boehnke). Level: intermediate to advanced. Software for practicals: R.
Topic 13. Measurement invariance and DIF (Jan Boehnke). Level: advanced. Software for practicals: R and DIFAS (simple reference is here).