The partnership metaphor in Quebec health care policy : the decision-making process with cognitively impaired elderly clients in home care
Bibliographic record
Abstract
This research evaluates Quebec's health care policy by analyzing how the partnership metaphor is implemented in policy and practice. The partnership construction is identified in 4 interpretive communities within long-term community services to the elderly population. This analysis focuses on the placement decision for cognitively impaired clients in home care. Interpretive policy analysis is employed to examine 3 policy documents and 3 client files, while grounded theory serves to analyze 13 semi-structured interviews with 2 administrators and 3 open triads of client, caregiver, and case manager. The findings show partnership to be an egalitarian, collaborative ideal widely adopted but with little consensus on the pertinent objects and actors. Important differences emerge in how partnership is applied to the placement decision, indicating a too flexible application. Specific restrictions are recommended on the application of the partnership metaphor in order to improve community services and organizational structures in health care.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.011 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.028 | 0.030 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".