Reliability Analysis
Internal consistency and what Cronbach's alpha actually measures.
Slides · Dataset
About 30 minutes to complete
Enrol to open the slides and download the data.
What this module covers
internal consistency and what Cronbach's alpha actually measures; alpha thresholds and why 0.95 is a warning rather than a triumph; reverse scoring before you run it, not after; the menu path; reading the output - item-total correlations and alpha-if-item-deleted - and the discipline of not deleting items just to raise alpha; McDonald's omega and when to prefer it; split-half; intraclass correlation for inter-rater reliability, including choosing the right ICC model; test-retest; how to report reliability.
By the end of it
- Internal consistency and what Cronbach's alpha actually measures
- Alpha thresholds and why 0.95 is a warning rather than a triumph
- Reverse scoring before you run it, not after
- Reading the output - item-total correlations and alpha-if-item-deleted - and the discipline of not deleting items just to raise alpha
- McDonald's omega and when to prefer it
- Intraclass correlation for inter-rater reliability, including choosing the right ICC model
- How to report reliability
The dataset
Maternal health knowledge, attitude and practice scale — Sigma teaching dataset
A teaching dataset of 240 cases, generated from a fixed seed so every figure in the module reproduces exactly.
- CodebookIncluded
- Dataset (CSV)Included
- SPSS syntaxIncluded
- CodebookIncluded
- Dataset (CSV)Included
- SPSS syntaxIncluded