A qualitative study on the ethics of transforming care: examining the development and implementation of Canada’s first mental health strategy
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
BACKGROUND: The Mental Health Commission of Canada worked collaboratively with stakeholders to create a new framework for a federal mental health strategy, which is now mandated for implementation by 2017. The proposed strategies have been written into provincial health plans, hospital accreditation standards, and the annual objectives of psychiatric departments and community organizations. This project will explore the decision-making process among those who contributed to Canada's first federal mental health policy and those implementing this policy in the clinical setting. Despite the centrality of ethical reasoning to the successful uptake of the recent national guidelines for recovery-oriented care, to date, there are no studies focused exclusively on the ethical tensions that emerged and continue to emerge during the creation and implementation of the new standards for recovery-oriented practice. METHODS/DESIGN: This two-year Canadian Institute of Health Research Catalyst Grant in Ethics (2015-2017) consists of three components. C-I, a retrospective, qualitative study consisting of document analysis and interviews with key policy-makers of the ethical tensions that arose during the development of Canada's Mental Health Strategy will be conducted in parallel to C-II, a theory-based, focused ethnography of how mental health practitioners in a psychiatric setting reason about and act upon new standards in everyday practice. Case-based scenarios of ethical tensions will be developed from C-I/II and fed-forward to C-III: participatory forums with policy-makers, mental health practitioners, and other stakeholders in recovery-oriented services to collectively identify and prioritize key ethical concerns and generate action steps to close the gap between the policy-making process and its implementation at the local level. DISCUSSION: Policy-makers and clinicians make important everyday decisions that effect the creation and implementation of new practice standards. Particularly, there is a need to understand how ethical dilemmas that arise during this decision-making process and the reasoning and resources they use to resolve these tensions impact on the implementation process. This catalyst grant in ethics will (1) introduce a novel line of inquiry focusing on the ethical tensions that arose in the development of Canada's first mental health strategy, while (2) intensifying our focus on the ethical aspects of moving policy into action.
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 | 0.011 | 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 | 0.003 | 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 it