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Enregistrement W3162845278

Safety First: The Wellness and Wallet Dangers of Canadian Drug Importation

2021· article· en· W3162845278 sur OpenAlexaboutno aff
Kaitlin Hackett

Notice bibliographique

RevueSSRN Electronic Journal · 2021
Typearticle
Langueen
DomaineSocial Sciences
ThématiqueCanadian Policy and Governance
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésReimbursementMedical prescriptionBusinessRationingPrescription drugLegislaturePrescription costsFinanceMedicineEconomicsEconomic growthPolitical scienceHealth careLawPharmacology
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

High drug costs plague the United States. Because of these high costs, patients avoid the doctor, do not take their medication as prescribed, substitute their medication, or even illegally trade medication. Over recent years, drug prices have skyrocketed to even more outlandish costs in the United States, making politicians more eager than ever to be the ones who solve this crisis. In 2019, it is projected that 345.7 billion dollars were spent on prescription drugs in the United States. Patient out-of-pocket costs grew from “$56 billion in 2014 to $61 billion in 2018,” and were expected to be even higher in 2019. One concrete example of drug costs skyrocketing is insulin. In 2012, the average cost of insulin annually for a type 1 diabetic was $2,864. This price was almost doubled to $5,705 in 2016 for the exact same products, and continued to climb before state legislatures and courts stepped in to stop the insulin manufacturers from price gouging. Due to this major jump, patients in the United States were “rationing… the life-saving medication” which then led to “protests outside company headquarters of insulin makers.” This major cost issue for all prescription medications is what the Safe Importation Action Plan intends to overhaul. By importing prescription drugs from Canada, the Trump administration projected major cost savings for Americans. Canada was chosen specifically because they, like many countries other than the United States, “regulate prices for drugs… through controls on reimbursement, limits on overall spending, or limits on the rate of return on capital.” As of July 2019, “at least ten U.S. states, including Florida, have passed or proposed laws to allow such imports, but actual shipments would not be legal without federal approval.” The issue of high drug prices and the desire to lower prices is bipartisan, but the Safe Importation Action Plan has sparked quite a bit of conversation regarding its implementation. On one hand, the United States healthcare system cannot have its’ cake and eat it too – unfettered imports may decrease costs, but it will severely impact safety due to the closed United States drug system (discussed more in depth later in this Article). However, the United States closed system allows drug costs to stay high and climb higher because there is no arbitrage in place for manufacturers to fight on pricing (also discussed more in depth later in this Article). This Article will proceed in two parts: Part I will discuss the controlling Food, Drug, and Cosmetic Act, the Medicare Act, and the process drug companies must take to introduce new medications into the United States market. The Food, Drug, and Cosmetic Act prohibits interstate shipment of unapproved drugs due to the threat of misbranding or adulteration. The Medicare Act, however, authorizes the Secretary of Health and Human Services to import drugs from Canada as long as they can certify that 1) it will pose no additional risk to public health and safety, and 2) it will generate cost-savings for American consumers. Lastly, drugs must go through an extensive application process to receive a track-and-trace number to protect the United States market against adulterated, counterfeit, and misbranded drugs. Part II will review the Trump Administration’s Safe Importation Action Plan. First, both pathways in the 2019 plan will be discussed. Pathway 1 will allow states, wholesalers, or pharmacists to submit plans for how they will import from Canada. They must show no additional risk to public health and achieve cost savings, and the Secretary must approve through the Medicare Act power. Pathway 2 would allow manufacturers to import versions of FDA approved drugs sold in foreign countries into the U.S. with a new drug coding number. This was expected to allow manufacturers to sell the same drug chemically while foregoing extra costs imposed through patents and other controlling laws and regulations. Lastly, various opinions will be highlighted on both sides of the political isle and on both sides of the two countries’ boarders.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,006
score de la tête « metaresearch » (Gemma)0,027
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,074
Score d'incertitude au seuil0,536

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0060,027
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0030,003
Études des sciences et des technologies0,0240,010
Communication savante0,0130,006
Science ouverte0,0020,004
Intégrité de la recherche0,0070,013
Charge utile insuffisante (le modèle a refusé de juger)0,0290,003

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,006
Tête enseignante GPT0,229
Écart entre enseignants0,223 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2021
Routes d'admission1
Résumé présentoui

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