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Record W74802733

Health Care Lessons from Switzerland

2013· article· en· W74802733 on OpenAlexaffabout
Nadeem Esmail

Bibliographic record

VenueSSRN Electronic Journal · 2013
Typearticle
Languageen
FieldHealth Professions
TopicHealth Services Management and Policy
Canadian institutionsFraser Institute
Fundersnot available
KeywordsHealth careMedicineHealthcare systemHRHISHealth policyBusinessEnvironmental healthEconomic growthEconomics
DOInot available

Abstract

fetched live from OpenAlex

This paper is part of a series that examines the way health services are funded and delivered in other nations. The nations profiled all aim to achieve the noble goal of Canada's health care system: access to high quality care regardless of ability to pay. How they organize to achieve that goal differs markedly from the Canadian approach. So do their performances and results.The focus of this paper in the series is Switzerland. The Swiss health care system has previously been identified as a system that provides some of the best outcomes when compared with other developed nations that maintain universal approaches to health care insurance. The Swiss health care system has also been identified as highly responsive and one in which waiting times are not considered to be a problem. A careful examination of the Swiss health care system will provide insights and information that will be useful in the Canadian debate over the future of Medicare.Health system performance — Canada compared to Switzerland:Looking at factors such as the ability of the health care system to provide healthy longevity, low levels of mortality from disease, and effective treatment for both chronic and terminal illnesses, it seems the Swiss health care system broadly performs at a level similar, if not superior, to that in Canada. Specifically, the Canadian health care system outperforms Switzerland's in five of 13 measures examined: one of three measures of in-hospital mortality, two of three measures of primary care performance, and two of six measures of patient safety. Conversely, the Swiss health care system outperforms Canada's in eight measures: infant mortality, two of three measures of in-hospital mortality, one of three measures of primary care performance, and four of six measures of patient safety.Lessons for Canada:The combination of superior access to health care and potentially superior outcomes from the health care process with fewer resources suggests there is much Canadians can learn from the Swiss model. It must be recognized that emulating the Swiss approach to health care would require substantial reform of the Canadian system including, most significantly, a shift from a tax-funded government insurance scheme to a system of independent competitive insurers within a statutory enrollment framework. While that may be a large undertaking, the evidence suggests there may be significant benefits to doing so.The Swiss health care system departs from the Canadian model in the following important ways:•Cost sharing for all forms of medical services•Private provision of acute care hospital and surgical clinic services•Activity-based funding for hospital care•Permissibility of privately funded parallel health care•A system of statutory independent insurers providing universal services to their insured populations on a largely premium-funded basis (commonly known as a social insurance system), with individual choice of insurers and some personalization of insurance coverage

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 categoriesScience and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.423
Threshold uncertainty score1.000

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 studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.004
Insufficient payload (model declined to judge)0.0010.003

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 head0.030
GPT teacher head0.421
Teacher spread0.391 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2013
Admission routes2
Has abstractyes

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