Student vs Learner Terminology — UUK Member Institutions
Percentage of "learner/learners" vs "student/students" across 140 Universities UK member websites Source: Google site: search result counts (bare domain, all subdomains) · June 2026
Colour scheme:Applies to the institution-type colours throughout
Learner % by Institution (sorted highest to lowest)
"Learner" is the minority term at every institution. Each bar totals 100% of all student+learner mentions: the coloured slice is the learner share, the grey remainder is "student/students". Sorted by learner share — even the highest is well under a third.
Top 30 — Stacked Student % vs Learner %
Bottom 30 — Stacked Student % vs Learner %
Learner % by Institution Type
There are two fair ways to combine institutions into one figure for a category, and they can give very different answers:
Average — work out each institution's learner % on its own, then average those percentages. Every institution counts equally, whether it has 50 web pages or 50,000.
Weighted — add up everyone's raw word counts first, then work out a single percentage from the combined totals. Institutions with bigger websites contribute more words, so they pull the figure their way.
A worked example. Imagine a category with just two institutions:
Tiny College: 80 "student" words and 20 "learner" words → 20% learner.
Big University: 9,800 "student" words and 200 "learner" words → 2% learner.
The Average is (20% + 2%) ÷ 2 = 11% — Tiny College's enthusiasm for "learner" counts just as much as Big University's.
The Weighted figure pools the words: (20 + 200) learner out of (100 + 10,000) total = 220 / 10,100 = 2.2% — Big University's sheer volume dominates.
So when a category's average is much higher than its weighted figure, it's a sign that the smaller institutions are the ones reaching for "learner", while the big players still say "student".
The Learner % (bar) column is drawn to scale (relative to the highest learner % in the table) and shaded by magnitude:
■ ≥10%■ 5–10%■ 3–5%■ <3%
— note this is a different colour scheme from the institution-type colours used in the charts above.
Data: Google site: search result counts (June 2026). Counts are estimates and may vary. Some small institutions may have very low counts.