Politics, Policies, Practices and Outcomes: Despite Canada’s Reputation, the Nordic Nations are the Leaders in Health Promotion
Bibliographic record
Abstract
Nordic nations’ public policy approaches to securing economic and social security for its members -- embedded within their tradition of social democratic governance – provide what the World Health Organization (WHO) initially termed the prerequisites of health, now known as the social determinants of health. In contrast, Canada, traditionally seen as providing leadership in developing health promotion concepts and practices, fares rather poorly against the Nordic yardstick. In this article, we argue it is now the Nordic nations that provide leadership in implementing policies and practices consistent with WHO principles of health promotion at the national, regional and municipal levels. These politics and practices – and the positive health outcomes associated with them -- derive from the distinctive politics of the Nordic welfare state. Nevertheless, threats associated with growing acceptance of neoliberal approaches to governance and anti-immigrant sentiment threaten these achievements. We review these developments from a Canadian perspective contrasting the Nordic public policy and health promotion scene with Canada to illustrate both the achievements and threats to the Nordic scene.
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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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".