Older Women's Community Mobility: A Qualitative Exploration
Bibliographic record
Abstract
ABSTRACT Many of the limitations experienced by community-dwelling older women are related to mobility within their communities. This qualitative study explored community mobility from the perspective of older, community-dwelling women in Winnipeg, Manitoba. Semi-structured interviews were completed with 23 older women (mean age 75.9 years) identified through an existing database. In addition to travels to conduct instrumental activities of daily living and participate in social and recreational activities, the women in the study described trips to fulfil social obligations (e.g., attending funerals, visiting sick friends) and emphasized the importance of these trips. The women's travels through the city were influenced by their perception of risk and the strategies they employed to minimize or avoid risk during the day, in the evening, and during bad weather. Autonomous community mobility provided the women with a sense of independence and control. The findings have potential implications for health care providers and community programmers who work to maintain older women in the community.
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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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".