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Record W7006944409

Whither the Regulator: Food and Drug Law, the Natural Health Product Regulations and the Erosion of Safety, Efficacy and Quality

2024· article· en· W7006944409 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsnot available
Fundersnot available
KeywordsQuality (philosophy)Unintended consequencesProduct (mathematics)Corporate governancePublic healthNatural (archaeology)Public health lawHealth policy
DOInot available

Abstract

fetched live from OpenAlex

The following thesis considers whether the regime established by the Natural Health Product Regulations (NHPR) is a suboptimal framework. It explores the effects that the creation and implementation of the NHPR have had on the safety, efficacy, and quality (SEQ) standard used in Canadian food and drug law. The original regulations, largely brought in to support the licensing of traditional medicines, herbs, vitamins, and other naturally occurring substances, have with time come to be dominated by non-traditional products making poorly demonstrated health claims. Over time, the Natural Health Products Directorate (NHPD) came to focus on access and speed of approval over demonstration of products’ merit or ensuring their quality and safety. The result is a set of regulations which do little to advance their original public health goals. The thesis uses a model of realistic empirical analysis (REA) in governance law to assess how the regulations have manifest in operation, with intended and unintended consequences. To achieve this goal, first, the nature, history, and regulatory issues associated with the SEQ standard and the emergence of Complementary and Alternative Medicine (CAM) are explored, in Chapters 2 and 3. Chapter 4 outlines the emergence and content of the NHPR. Chapter 5 explores the emerging policy goals of Health Canada, gaps in the NHPR and how the administration of the regulations has evolved from 2004 through 2023. Chapter 6 provides three case studies – energy drinks, homeopathics, and self-care products – which illustrate problems with the regulations. Chapter 7 looks at external sources that have assessed the regulations, such as court cases, audits, and evaluations. In Chapter 8 the deregulatory agenda in Canada as well as the concept of risk regulation are explored, which suggest that the NHPR’s weakness aligns with this agenda. In conclusion, it is observed that the NHPR are a poor set of health regulations and that their normalization of a lower SEQ standard is likely having a global effect of eroding health and safety across other areas of Canadian food and drug law. It is suggested that the NHPR should be strengthened to concentrate on quality and on reducing unfounded health claims. All regulation in Canada would greatly be improved by a more accurate assessment of its manifestation in line with concepts of really responsive regulation.

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)0.010
metaresearch head score (Gemma)0.014
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 score0.101
Threshold uncertainty score0.201

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0060.040
Scholarly communication0.0150.013
Open science0.0010.003
Research integrity0.0090.007
Insufficient payload (model declined to judge)0.0050.001

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 head0.025
GPT teacher head0.298
Teacher spread0.274 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

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