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Record W2955627228

The End of NAFTA and a Future for Companies in the Medical Device Industry

2018· article· en· W2955627228 on OpenAlexaboutno aff
Melissa Guimond, Jennifer Krouse, Kyle Beauregard

Bibliographic record

VenueJournal of international women's studies · 2018
Typearticle
Languageen
FieldMedicine
TopicBiotechnology and Related Fields
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessIndustrial organizationInternational trade
DOInot available

Abstract

fetched live from OpenAlex

In 1994, the North American Free Trade Agreement (NAFTA) created one of the world’s largest free trade zones and established the foundation for economic growth and increased prosperity for Canada, the United States, and Mexico. This essay sets out to examine how proposed changes to NAFTA could affect the Medical Device Industry. In recent weeks, U.S. President Donald Trump has threatened to scrap NAFTA or limit the number of economic sectors that “free trade” with Canada and Mexico could encompass. Were this to happen, the medical device industry could be impacted in both positive and negative ways. These possible changes create positive impacts for both Canada and Mexico. Most of the possibly negative changes directly impact the United States. Our research analyzes external environmental factors and the industry as a whole. We look at how the proposed changes could affect three major companies operating in the NAFTA region: GE Healthcare, Johnson & Johnson, and Medtronic. Through our research, we are able to generate potential strategies for each of these companies should the possible changes to NAFTA occur. While studying the impact of the potential changes of NAFTA in regard to the Medical Device Industry, we first need to learn about how the industry is currently doing and how potential changes proposed could affect the industry. Our research of the Medical Device Industry uses a strategic audit approach to analyze and make recommendations to the top three companies in the NAFTA region. Were NAFTA to be scrapped or severely limited, there are a number of likely impacts on the Medical Device Industry in the United States. First, Mexico and Canada could retaliate by imposing restrictions on United States products that currently have favorable trade terms and high sales volume. Second, there is the potential for a lower trade deficit between Mexico and Canada. Third, scrapping NAFTA might bring about an end to the Value-added Tax (VAT). The VAT is a type of general consumption tax that is added incrementally throughout each stage of production or distribution. This would increase profit margins for many companies, including those in medical device production. Lastly, there could be more complications involved when American-owned factories stationed in Mexico are moved back to the United States (Varney, 2017).

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.516
Threshold uncertainty score0.494

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.020
GPT teacher head0.338
Teacher spread0.319 · 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 designNot applicable
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
Published2018
Admission routes1
Has abstractyes

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