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Record W817102983

Canada, Health and Historical Political Economy

2014· article· en· W817102983 on OpenAlexaboutno aff
Rodney Loeppky

Bibliographic record

VenueJournal of Australian political economy · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsGovernment (linguistics)Context (archaeology)Health carePoliticsPublic administrationPolitical scienceVulnerability (computing)Public healthEconomic growthEconomicsMedicineLawHistory
DOInot available

Abstract

fetched live from OpenAlex

Healthcare in Canada is at an important political and economic crossroads. In 2014, the 10-year Canadian Health Accord will conclude, and the role of the federal government in supporting both health research and health delivery--the latter being a responsibility of the provinces should be the subject of intense public discussion. The 2004 Health Accord responded to a perceived crisis in the Canadian system, known as Medicare, by guaranteeing stable additional federal funding for the provinces and setting out a number of objectives oriented around quality of care. Over the next year, public figures and health experts from province to province will debate which financing models effect optimal health delivery in the face of rising, off-loaded costs. The federal government's refusal to bargain with provincial Premiers as a whole on federal funding, as well as its ongoing encouragement of 'experimentation' across provincial health systems, will increase pressure towards system transformation (Barlow and Silnicki 2012). That said, institutional practice, political culture and social resistance can make short order of reformers' attempts to alter the basic character of health delivery. This is why understanding health care delivery in historical context gives us greater insight into the system's vulnerability to change, and the extent to which the limits of reform can be assessed. In historical and practical terms, Canada presents a comparative analytical conundrum. Its proximity and deep historical interrelation with the United States should reinforce and ensure a trajectory along Anglo-American liberal lines. In large part, this has proven true, albeit with important historical specificities unique to Canada. But this otherwise thriving liberal-capitalist ethos within Canada does not square easily with the political strength of its universal and solidaristic health insurance. Chiefly, it appears to run counter to influential U.S. trends, where: By taking the most costly and difficult-to-insure populations out of the private insurance system, Medicare and Medicaid at once strengthened private insurance and removed much of the remaining political pressure for reform. This was not the only reason that proposals for universal health insurance failed in the 1970s and 1990s, but it did contribute to these political defeats and, more subtly, to a continuing transformation of the goals of reformers (Hacker 2002:290). It could be argued that U.S. bolstering of private health care is the exception in the advanced industrial world, but surely it remains a highly significant 'exception' for Canada and Canadians. (1) If the U.S. is a uniquely liberal example of state involvement in social policy, why has Canada not followed suit, given its deep integration, as well as geographic, linguistic and philosophical propinquity? In blatant contrast to the U.S., universal, state-run insurance schemes emerged and expanded across the Canadian provinces, culminating in legislation and involvement of the Federal Government and reducing private insurance to a complementary role. Not surprisingly, this distinction makes up an important component of national identity construction, wherein 'being Canadian' becomes, in part, mere differentiation with facets of American societal organisation--as one significant survey report made clear, the majority of Canadians believe that 'Medicare embodies Canadian values' (Mendelsohn 2002:vii). Nevertheless, this article argues that the entire Canadian health model does indeed fit faithfully into the Anglo-American trajectory, even if it is conditioned by certain historical peculiarities. Health in the Canadian context exhibits strong pressures towards accelerated biomedical accumulation as well as increasing privatisation of health care delivery. Indeed, the use of historical political economy is valuable here, precisely because it points towards common global pressures across the health domain while remaining sensitive to the historical and institutional peculiarities of specific national contexts. …

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.962
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.025
GPT teacher head0.262
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations5
Published2014
Admission routes1
Has abstractyes

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Same venueJournal of Australian political economySame topicCanadian Identity and HistoryFrench-language works237,207