Students’ comments on course and teaching communications are predominantly negative across the board. The picture varies by mode of study, disability, ethnicity and subject area, but the overall tone points to issues with clarity, timeliness and reliability of information flows.
Scope: UK NSS open-text comments for Communication about course and teaching across academic years 2018–2025.
Volume: 6,214 comments in this category (≈1.6% of all 385,317 comments); 100% have sentiment analysis.
Overall mood: 24.4% Positive, 72.5% Negative, 3.1% Neutral; sentiment index −30.0.
Low-count segments exist; interpret very small groups with caution.
Key segments at a glance
Segment | Group | Share % | Pos % | Neg % | Sentiment idx | n |
---|---|---|---|---|---|---|
Overall | All | 100.0 | 24.4 | 72.5 | −30.0 | 6214 |
Age | Young | 72.2 | 23.9 | 73.0 | −31.0 | 4485 |
Age | Mature | 25.2 | 25.5 | 71.3 | −26.6 | 1563 |
Mode | Full-time | 79.2 | 23.1 | 73.7 | −32.0 | 4920 |
Mode | Part-time | 16.6 | 31.2 | 65.9 | −18.0 | 1029 |
Disability | Disabled | 19.7 | 19.9 | 76.3 | −35.4 | 1223 |
Disability | Not disabled | 77.7 | 25.5 | 71.6 | −28.4 | 4827 |
Sex | Female | 63.4 | 23.8 | 73.1 | −30.6 | 3941 |
Sex | Male | 33.8 | 25.5 | 71.3 | −28.3 | 2101 |
Ethnicity | White | 70.8 | 22.3 | 74.7 | −32.4 | 4402 |
Ethnicity | Asian | 9.2 | 30.9 | 65.0 | −21.1 | 569 |
Ethnicity | Black | 4.2 | 37.5 | 59.1 | −13.4 | 259 |
Subject groups (CAH1): largest cohorts and extremes
CAH1 subject group | Share % | Pos % | Neg % | Sentiment idx | n |
---|---|---|---|---|---|
Unknown | 20.1 | 20.3 | 76.7 | −35.0 | 1247 |
(CAH02) Subjects allied to medicine | 14.0 | 22.1 | 75.3 | −33.8 | 869 |
(CAH15) Social sciences | 7.5 | 28.1 | 68.2 | −27.1 | 469 |
(CAH01) Medicine and dentistry | 6.9 | 14.6 | 83.1 | −44.8 | 431 |
(CAH07) Physical sciences | 1.4 | 36.4 | 63.6 | −15.1 | 88 |
(CAH26) Geography, earth and environmental studies | 1.6 | 30.3 | 65.7 | −17.3 | 99 |
(CAH24) Media, journalism and communications | 0.9 | 19.0 | 79.3 | −39.3 | 58 |
(CAH13) Architecture, building and planning | 1.4 | 22.5 | 77.5 | −35.7 | 89 |
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