Is telephone assessment a valid tool in rehabilitation research and practice?
Bibliographic record
Abstract
PURPOSE: To determine if face-to-face and telephone administration of questionnaires produce comparable results in rehabilitation research studies. METHOD A total of 80 participants who used eyeglasses as their primary visual assistive device agreed to participate. All completed the Life Orientation Test and the Psychosocial Impact of Assistive Devices Scale. Approximately half of the participants completed the forms after being approached by an interviewer and then were contacted by telephone 2 weeks later to complete the forms a second time. The other half of the participants initially completed the forms over the telephone and then met with an interviewer 2 weeks later and completed the forms face-to-face. RESULTS: For the forms used no statistically significant differences were found between groups or over time. CONCLUSION: For some questionnaires telephone administration may provide a convenient and cost-effective method of data collection. However, it should not be automatically assumed that all questionnaires will yield the same results regardless of the mode of administration used.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.204 | 0.615 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".