A qualitative metasynthesis of the meaning of speech-generating devices for people with complex communication needs
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
The aim of this metasynthesis review of published qualitative research was to investigate the lived experience and meaning ascribed to speech-generating devices (SGDs) by people with complex communication needs and their familiar communication partners. Bibliographic databases were searched up to June 2016, and selected articles were assessed for their relevance to the research aim. The metasynthesis included 21 original articles and resulted in the identification of six main themes, each of which was comprised of two or more sub-themes that related to the experience of using SGD: It's an Inefficient Voice, It's Not a Natural Voice, Making the Most of This Voice, It's My Voice, It's More Than a Voice, and Having a Voice: Being Heard. The findings depict how use of an SGD is a complex process of understanding the limitations of the device, acknowledging expectations of society, using strategies to optimize communication, being aware of what an SGD represents, and using the SGD to enable social participation and a sense of empowerment.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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