Perceived usefulness of learning strategies by children with Tourette syndrome plus, their parents and their teachers
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Objective: Children with Tourette syndrome and other co-morbidities (abbreviated hereafter to TS+) experience significant learning difficulties. We wished to identify educational strategies that these students, their parents and teachers considered useful. Design: An ‘educational toolkit’ was compiled of 84 strategies identified by teachers of TS+ children. Setting: Children attending the TS+ clinic of a university hospital in Edmonton, Alberta. Method: The educational toolkit was administered to 30 randomly selected TS+ children attending the clinic, their teachers, and their parents. Results: 13 strategies were endorsed by ≥ 50% of the students, 53 by ≥ 50% of parents, and 42 by ≥ 50% of teachers. The 10 strategies students most strongly endorsed were: (1) computers; (2) calculators; (3) spell-checkers; (4) extra time in class; (5) less homework; (6) information from the teacher; (7) feedback on how to improve work; (8) printed assignments; (9) TS+ explained to their teacher; and (10) not being punished or suspended because of TS+ behaviours. The 10 strategies most frequently endorsed by parents were: (1) the student paying attention and being informed; (2) computers; (3) the teacher telling the whole class ‘listen carefully’ when discussing important ideas; (4) providing ideas about organizing work; (5) providing printed assignments; (6) telling students when they are being helpful; (7) encouraging students for good behaviour and signaling incorrect behaviour; (8) checking students understand each idea the teacher presents; (9) outside experts explaining TS+ to the teacher; and (10) exchanging notes with the teacher. The 10 items most strongly endorsed by teachers were: (1) providing information and direction; (2) feedback on how to improve work; (3) checking students wrote down homework assignments; (4) helping students start work assignments; (5) computers; (6) spell-checkers; (7) monitoring time and work; (8) extra time; (9) feedback about the student’s behaviour and advice if misbehaving; and (10) the teacher explaining to the class how students can help students with learning challenges. Conclusions: There is considerable agreement among parents and teachers about how to help children with TS+ with their schoolwork and behaviours.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it