Different datasets often measure different stages of an admissions cycle. Combining them without definitions can produce confident but misleading conclusions.

A reproducible analysis records the year, institution set, category definitions, missing values and whether the figures describe allocation or final enrolment.

The next version of this research note will publish a downloadable table and calculation methodology after human review.