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Record W6998819802

Balancing Tensions in Regulatory Reform: Changes to Regulation of Health Professions in Australia, the United Kingdom, and Ontario, Canada

2017· dissertation· en· W6998819802 on OpenAlexaboutno aff

Bibliographic record

VenueTSpace (University of Toronto) · 2017
Typedissertation
Languageen
FieldEconomics, Econometrics and Finance
TopicOccupational and Professional Licensing Regulation
Canadian institutionsnot available
Fundersnot available
KeywordsAccountabilityTransparency (behavior)AutonomyDiscretionLegislatureGovernment (linguistics)Professional associationRegulatory stateBalance (ability)
DOInot available

Abstract

fetched live from OpenAlex

Regulation of health professions is a dynamic field that continues to cause strife among policy, government, and regulatory actors. At the heart of these debates is the question of how to balance the potentially conflicting policy tensions in the regulatory agenda: professional versus public interests, transparency versus privacy, and accountability versus autonomy. In recent years, the balance of these tensions has shifted in many jurisdictions through legislative reform, impacting the relationship between governments and health profession regulators.\nThis changing balance and the factors and forces behind it were examined using a qualitative multiple case study research design of Australia, the United Kingdom, and Ontario, Canada. In Australia, the struggle between striving for national uniformity while still achieving adequate accountability was dominant after the enactment of a nationally coordinated regulatory scheme and subsequent state-based deviations. In the United Kingdom, the balance between autonomy for regulators and legislated consistency was contentious following the creation of a powerful meta-regulator and the elimination of elected professional majorities on regulatory bodies. Reform in Ontario was more incremental, with continued adherence to elements of traditional self-regulation, including professional majorities on governing councils of regulators and considerable delegated power for these professional regulators. Despite this, the nature of health profession self-regulation in Ontario has been altered through enhanced government oversight powers, heightened accountability and transparency requirements, and constrained discretion for regulatory bodies. The level of autonomy and freedom from state intrusion that self-regulated health professions previously enjoyed are unlikely to be seen in Ontario again. \nIt is clear there is no panacea for perceived problems in regulation of the health professions. Reform agendas were coloured by the modern political, legal, and social context of each jurisdiction. These findings help elucidate the different policy tensions that have informed the reform. Certain values are gaining greater traction in each regulatory framework, including the importance of transparency and collaboration, the need to balance regulatory force to ensure economic viability, the utility of articulating regulatory principles, and the necessity of sustaining governmental and societal confidence in the ability to do what regulation of health professions is supposed to: protect the public.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.330
Threshold uncertainty score0.716

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.065
GPT teacher head0.285
Teacher spread0.220 · 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 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

Citations0
Published2017
Admission routes1
Has abstractyes

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