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Record W2759810030 · doi:10.11575/sppp.v2i0.42320

The Fiscal Sustainability of Alberta's Public Health Care System

2017· article· en· W2759810030 on OpenAlexaffabout
Livio Di Matteo, Rosanna Di Matteo

Bibliographic record

VenueRePEc: Research Papers in Economics · 2017
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Care Issues
Canadian institutionsLakehead University
Fundersnot available
KeywordsFiscal sustainabilitySustainabilityFiscal yearHealth carePublic healthPolitical scienceBusinessPublic economicsEconomicsEconomic growthMedicineNursingFinance

Abstract

fetched live from OpenAlex

From 1975 to 2007, Alberta’s real per capita government health expenditures grew from $1,679 to $3,696 (in 2007 dollars), at a median annual growth rate of 3.5%. Over the same period, Alberta’s real per capita gross domestic product and real per capita total government revenues grew at median annual rates of 2.2% and 1.7%, respectively. This difference between the growth rates of health care spending on the one hand and government revenues and the economy on the other gives rise to concern about the fiscal sustainability of the province’s public health care system. This study presents projections of real per capita spending on public health care in Alberta over the medium term out to 2030. They suggest that, by then, real per capita spending could reach anywhere between $5,339 and $14,215, soaking up between 32% and 87% of total government revenues; more worrying, the high end of these ranges reflects a continuation of the policy settings that guide current provincial public health spending. Alberta is fortunate to have a wealthy economy that can support a high level of public health spending. But that support is precarious given the cyclical nature of non-renewable natural resource revenues and Alberta’s past tendency to experience periods of boom and bust. Basing the financing of key spending programs such as health care on a volatile revenue base is not advisable, for it puts them at risk should economic conditions turn unfavourable, as they have recently. Indeed, adjusting government revenues in our projections to match a more reasonable measure of what might be relied upon with a degree of certainty simply enhances the precariousness of the fiscal sustainability of the public health care system. Not all categories of provincial government health care spending — in particular, the traditional core medicare areas of physician services and hospitals — are growing faster than either the revenue base or the economy. The growth of spending on non-medicare categories such as drugs, capital, and all other health expenditures, however, is a particular source of concern. Options for sustaining provincial government health expenditures include choosing what other government programs could be allowed to grow more slowly over time, what tax rates could be increased to cause the revenue base to grow more quickly, and what health programs currently provided by the public sector instead could be provided privately. These approaches need not exist in watertight compartments, however, and a portfolio of policies that combines these solutions likely would be a pragmatic policy outcome. Such a strategy would help to ensure the fiscal sustainability of Alberta’s public health care system and responsibly provide for the future welfare of its citizens.

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)0.008
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.470
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0050.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.067
GPT teacher head0.469
Teacher spread0.402 · 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.

Study designObservational
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

Citations7
Published2017
Admission routes2
Has abstractyes

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