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Record W2155542376 · doi:10.12927/hcpap.2004.16847

Regionalization: Making Sense of the Canadian Experience

2004· article· en· W2155542376 on OpenAlexaffvenueabout
Steven Lewis, Denise Kouri

Bibliographic record

VenueA Nudge Too Far? A Nudge at All? On Paying People to Be Healthy · 2004
Typearticle
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsDecentralizationMandateConsolidation (business)Health carePolitical scienceDevolution (biology)Service delivery frameworkPublic administrationBusinessPublic relationsService (business)GeographyMarketingFinance

Abstract

fetched live from OpenAlex

This paper revisits the purposes and achievements of regionalization, a decade after its widespread implementation across Canada, and considers to what extent changes in healthcare concepts, emphasis and delivery can reasonably be attributed to it. The authors address four main questions. What, conceptually, is regionalization in healthcare, and what distinguishes it as a structure? How was regionalization intended to contribute to the achievement of the goals for the health system articulated in the 1980s and 1990s? How has regionalization been implemented in Canada, and how have these factors affected its potential to achieve its intended impact? And finally, with the experience gained over the last decade, how might we now (re)design regionalization to better contribute to health system goals? In Canada, regionalization of healthcare has entailed more than devolution and decentralization of services from provincial governments to regional authorities. It included consolidation of authority from local boards and agencies, and some centralization of services. Regionalization was the remedy proposed for the diagnosis of fragmentation and incoherence made by commissions across the country in the 1980s. Regionalization addressed the organizational dimensions of the perceived problems, but provincial governments added goals unrelated to structural change to its mandate. The authors assess the potential impact of regionalization on health system goals and take stock of current Canadian circumstances. Even where regionalization's impact is theoretically high, there are many practical limits to its effect. Although it can facilitate or impede change, in the end the will and actions of provincial governments, providers and other actors in the health system are fundamental to attaining more substantive goals. Many health reform goals require nothing less than a transformation of how society views health, and in the culture of healthcare delivery. Further, the authors argue that the implementation of regionalization in Canada has been limited. Devolution has typically been halting and provisional; there has been little stability; and there have been constraints on the ability to act. These limitations have reduced its potential effect. The authors conclude with proposals for increasing regionalization's contribution to health reform goals. These include a more stable and transparent provincial-RHA relationship, information and measures to better align resources to needs, increased regional-level system integration and changes to organizational culture and practice in the health system.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.519
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.115
GPT teacher head0.426
Teacher spread0.311 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations67
Published2004
Admission routes3
Has abstractyes

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