Formal Service Practitioners' Views of Family Caregivers' Responsibilities and Difficulties
Bibliographic record
Abstract
This article identifies home care practitioners' perceptions of the responsibilities, difficulties, and needs for support of caregivers. It is based on a study undertaken in Quebec with 55 practitioners and 10 administrators from 10 CLSCs located in rural, urban, and metropolitan areas. The study had a qualitative, multiple-case design and used logs recording all contact with caregivers in the space of a week, followed by semi-structured interviews. Analysis reveals that practitioners tend to perceive the work of caregivers as mainly instrumental and clinical, ignoring the family relations that tie them to their relative. Although aware of the difficulties facing caregivers and the negative impacts of caregiving, a majority of practitioners have high expectations of caregiver participation in treatment plans, albeit as quasi-nurse's aides. Our analysis offers an explanation for this apparent contradiction by examining practitioners' values with regard to family responsibility for care.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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".