The working practices and clinical experiences of paediatric speech and language therapists: a national UK survey
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: The majority of speech and language therapists (SLTs) work with children who have speech, language and communication needs. There is limited information about their working practices and clinical experience and their views of how changes to healthcare may impact upon their practice. AIMS: To investigate the working practices and professional experiences of paediatric SLTs working in the UK through an online survey. METHODS & PROCEDURES: The survey was conducted online using Survey Monkey. Therapists were alerted to the survey through the Bulletin of the Royal College of Speech and Language Therapists and by e-mails to national special interest groups. OUTCOMES & RESULTS: A total of 516 clinicians completed the survey. A large majority worked in the National Health Service (NHS). A varied pattern of working was revealed. Most worked in several settings and saw a range of clients. A typical clinician spends less than one-quarter of their time giving direct therapy and more than one-quarter training parents and other professionals. Nearly half of respondents felt that their time could be better used. Too little time for direct therapy and the time required for administration emerged as their principal concerns. Most clinicians have specialist knowledge of particular client groups and spend more time with them than do non-specialists. Nevertheless, clients are more likely to be treated by a therapist who does not claim to have specialist knowledge of their condition than by one who does. The only clients for whom this is not the case are those with dysphagia. Eighty per cent of respondents felt that proposed changes to the NHS would not benefit the children they treat and there was widespread concern about cuts and the effects of general practitioner commissioning. Despite this, a large majority expected to remain speech and language therapists 5 years from now. CONCLUSIONS & IMPLICATIONS: This survey provides an overview of the working practices of paediatric speech and language therapists. Its findings have significant implications for training and workforce development in the profession.
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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 | 0.005 | 0.002 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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