Association of Self-Reported Hearing Difficulty to Objective and Perceived Participation Outside the Home in Older Community-Dwelling Adults
Bibliographic record
Abstract
OBJECTIVE: To investigate whether hearing difficulty is associated with objective and perceived participation in social and leisure activities outside the home in older adults. METHOD: Self-reported hearing difficulty, frequency of participation, perceived participation and Mini-Mental State Examination (MMSE) were obtained from 848 community-dwelling men and women aged 75 to 90. RESULTS: Among persons with MMSE ≤ 24, hearing was not associated with participation. In persons with MMSE > 24, relative to persons who reported no difficulty hearing, participants with major hearing difficulty had a higher odds ratio [OR] for infrequent participation in group activities (OR 2.1, 95% confidence interval [CI] [1.2, 3.6]) and more restricted perceived participation (OR 2.1, 95% CI [1.2, 3.7]). Participants with and without hearing difficulty did not differ in their frequency of attending non-group activities or meeting (grand)children or acquaintances. DISCUSSION: Hearing difficulty may restrict older adults with normal cognition from participating in social and leisure activities and living their life as they would like to outside the home.
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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 | 0.003 | 0.001 |
| 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 | 0.000 |
| 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 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".