Technology for Adults with Intellectual Disability: Secondary Analysis of a Scoping Review
Bibliographic record
Abstract
Background. Technologies are embedded in all daily life activities and are utilized by occupational therapy practitioners to facilitate participation; evidence on technology for adults with intellectual disability (ID) can support practice with the population. Purpose. Summarize the evidence on technology to support adults with ID. Method. Secondary analysis of a scoping review of articles published between 2002 and 2018. Articles in the original scoping review addressed participation, assessment, or interventions with adults with ID. Authors completed a secondary analysis of 159 articles to identify articles with information on technology. Findings. In total, 56 articles met the inclusion criteria. Technology categories were cognitive supports, mainstream technologies, supplemental communication, aids for daily living, seating and mobility, control interfaces, and preparatory technologies. Implications. This secondary analysis demonstrates the range of evidence identifying technology as a key support, the impacts of the proliferation of technologies, and the need for occupational therapy practitioners to advocate for accessible technologies.
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How this classification was reachedexpand
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".