Students are broadly positive about personal tutoring. The tone is consistently warm across demographics, with notably higher scores among full-time students and in several CAH subject groups.
Scope: UK NSS open-text comments for Personal Tutor across academic years 2018–2025.
Volume: ~11,840 comments; 100% with sentiment captured.
Overall mood: 61.7% Positive, 36.0% Negative, 2.3% Neutral (positive:negative ≈ 1.71:1).
Sentiment index: +27.1 (−100 to +100).
| Segment | Group | Comments | Positive % | Negative % | Sentiment idx |
|---|---|---|---|---|---|
| Age | Young | 5,503 | 63.5 | 34.5 | 28.9 |
| Age | Mature | 6,170 | 59.9 | 37.5 | 25.6 |
| Mode | Full-time | 5,621 | 65.5 | 32.5 | 32.0 |
| Mode | Part-time | 5,985 | 57.8 | 39.6 | 22.4 |
| Disability | Disabled | 3,053 | 62.0 | 35.1 | 27.9 |
| Disability | Not disabled | 8,621 | 61.5 | 36.4 | 26.8 |
| Sex | Female | 8,847 | 61.5 | 36.2 | 27.3 |
| Sex | Male | 2,803 | 62.0 | 35.7 | 26.7 |
Notes: Percentages and indices are rounded to 1 decimal. Indices range from −100 to +100.
| CAH group (broad) | Comments | Positive % | Negative % | Sentiment idx |
|---|---|---|---|---|
| (CAH04) Psychology | 1,457 | 59.1 | 38.5 | 23.8 |
| (CAH02) Subjects allied to medicine | 1,308 | 74.0 | 24.4 | 43.4 |
| (CAH15) Social sciences | 1,204 | 56.6 | 40.4 | 20.8 |
| (CAH23) Combined and general studies | 1,055 | 59.6 | 37.5 | 26.0 |
| (CAH17) Business and management | 688 | 57.4 | 39.4 | 22.3 |
Additional context: Physical sciences (+41.4) and geography/earth/environmental studies (+36.9) are also strong; computing (+18.0) and engineering/technology (+15.5) are comparatively lower.
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