Sustaining care for a parent with dementia: an indefinite and intertwined process
Bibliographic record
Abstract
This study aimed to understand how adult children sustain caring for persons with dementia (PwDs) within their family and formal care contexts in Canada. Half-day focus groups were conducted with adult daughters and adult sons in Toronto, Canada. Using constructivist grounded theory, we examined both substantive concepts and group dynamics. Sustaining care was interpreted as an indefinite process with three intertwined themes: reproducing care demands and dependency, enacting and affirming values, and "flying blind" in how and how long to sustain caring (i.e., responding to immediate needs with limited foresight). Family values and relationships, mistrust toward the institutional and home care systems, and obscured care foresight influenced care decisions and challenged participants in balancing their parents' needs with their own. Positive and negative aspects of care were found to influence one another. The implications of these findings for research and policy are discussed.
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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 | 0.001 | 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 | 0.001 | 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".