Older women's experience of aging and health: an interpretive phenomenological study
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
This interpretive phenomenological study explored older Irish women’s experiences of aging and health related issues. Method: Data were collected using in-depth interviews with 23 older women (coresearchers). Data analysis followed the “Vancouver school of doing phenomenology” framework and included a meta-synthesis of individual case constructions. Results: “Retaining autonomy within a process of adaptation and continued engagement” describes the essential meaning of coresearchers’ experiences. Four themes were identified: “Being in control: Balancing needs and supports,” “Navigating a changing world,” “Being connected and involved,” “Trying to stay well.” Discussion: Gender shapes older women’s experience of aging, health, and ill health. Three major factors moderate their experience: autonomy and control, proactivity and adaptability, and staying engaged with life. The study concludes that aging, gender, and health are intrinsically linked and collectively shape older women’s experience. This is an important consideration when planning gender-appropriate health care services for older women.
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 | 0.000 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 it