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Record W7126333370

Interest groups, public opinion, and path dependence: how Canada and the U.S diverged on healthcare policy

2021· other· en· W7126333370 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueOpenBU (Boston University) · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsStalemateHealth carePublic opinionPoliticsPublic policyDivergence (linguistics)Power (physics)Health care reformHealth policy
DOInot available

Abstract

fetched live from OpenAlex

Despite being comparatively similar countries, the United States and Canada have taken very different historical tracks to developing their respective health care systems. While Canada incrementally developed a system of universal coverage through national public insurance, the United States repeatedly failed to achieve universal healthcare reform and infamously maintains its hybrid public-private system to this day. Scholars of comparative politics have produced numerous competing accounts of the conditions under which health care policy change occurs and explanations for the major factors that shaped policy divergence. However, there are few studies dedicated to explaining mechanisms for continued policy divergence and its impacts on public opinion. In this thesis, I comparatively examine the passage of Medicare in the United States in 1965 with the Canadian Medical Care Act of 1966 and present the results of a nationally representative U.S. public opinion survey. I find that a mechanism of path dependence, whereby interest groups and constituencies that participate in policy battles are strengthened or curtailed by their outcomes, weighed disproportionately on the power of the former in the United States. In Canada, path dependence created a stalemate in which early forms of policy entrepreneurship made healthcare expansion and reduction equally difficult to achieve. The contemporary survey reveals that U.S. public opinion largely favors healthcare reform on matters of principle rather than policy.

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.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.259
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
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 head0.031
GPT teacher head0.229
Teacher spread0.199 · 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

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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