MétaCan
Menu
← Back to cohort
Record W3154455111

Patient or Consumer: Implications for the Canadian Health Care System

2007· article· en· W3154455111 on OpenAlexaffabout
Seija Kromm

Bibliographic record

VenueSSRN Electronic Journal · 2007
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Policy and Management
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsFraming (construction)AutonomyHealth careIncentiveConsumer choiceMeaning (existential)OperationalizationPublic relationsMarketingMedicineBusinessNursingPsychologyPolitical scienceEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

Rationale: Patient comes from the Latin word 'patientem' meaning suffer. It is defined as a person having or showing patience, a person receiving (or registered to receive) medical treatment. Consumer comes from the Latin word 'consumere' which means to take completely. In economics a consumer uses a good to satisfy his wants. What are the implications of the use of these two terms in the dynamic health care market in Canada? Objective: The objective of this paper is to examine the literature on this topic and address the implications of framing health care users as either 'patient' or 'consumer' on the health care landscape in Canada. Methodology: The literature on the implications of using the terms patient or consumer was searched in Medline. The references of appropriate articles were also searched. The Romanow, Mazankowski, and Kirby Reports commissioned by governments in Canada were also examined to identify the relevant context for the publicly funded Canadian health care system. Finally, the use of the terms patient and consumer in the literature on the debate over private and public health care in Canada was examined. Results: The literature indicates consumer can mean autonomous decision-maker or purchaser. The first meaning has implications in health care. Can the autonomy of a patient be different than the autonomy of a consumer? Do consumers have different than patients? The players in the health care market can also have different incentives from those in other markets. The framing of patient versus consumer also has implications for the role of physicians. Physicians are not simply sellers of healthcare; they have professional and ethical obligations that providers in other markets do not have. A producer's goal is to maximize profit and has no ethical obligation to act with consumers' best interests in mind. This framing also has implications at a policy level in health care. The Romanow, Mazankowski, and Kirby Reports are all attempts at addressing this shift in the context of the Canadian health care system. The Kirby Report directly addresses the issue of patient/consumer rights in health care. It indicates that the current prohibition on private financing and supplementary private insurance may be contrary to the Canadian Charter of Rights and Freedoms. In 2005, an unprecedented case that made this claim was decided upon by the Supreme Court of Canada. The case dealt with patients' inability to receive timely care and giving patients more options; a case of instilling more consumer 'rights' in the market for health care services. Conclusion: Over the past four decades there has been a gradual shift from consistently referring to those who are under the care of medical professionals as patients to sometimes referring to them as consumers of health care. With this change has come a recognition of the incentives implied by these terms and their effects on the actions of individuals and the health care market. Concurrently and perhaps not coincidentally, some have called for more private involvement in the health care market in Canada.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.016
metaresearch head score (Gemma)0.056
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.706
Threshold uncertainty score0.819

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.056
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.013
Science and technology studies0.0310.039
Scholarly communication0.0230.011
Open science0.0060.008
Research integrity0.0180.010
Insufficient payload (model declined to judge)0.0180.001

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 head0.036
GPT teacher head0.290
Teacher spread0.254 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2007
Admission routes2
Has abstractyes

Explore more

Same venueSSRN Electronic Journal→Same topicHealthcare Policy and Management→French-language works237,207→