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Record W4385564053 · doi:10.1093/ntr/ntad138

Potential Implications for Tobacco Industry Transformation of the Acquisition of Swedish Match by Philip Morris International

2023· article· en· W4385564053 on OpenAlexaff
David T. Levy, Kenneth E. Warner, Alex C Liber, Nargiz Travis, David Sweanor, Rafael Meza, K. Michael Cummings

Bibliographic record

VenueNicotine & Tobacco Research · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomics of Agriculture and Food Markets
Canadian institutionsUniversity of Ottawa
FundersNational Cancer InstituteNational Institutes of Health
KeywordsTobacco industryIncentiveTobacco productNicotineBusinessProduct (mathematics)Tobacco controlMarketingAdvertisingEconomicsEnvironmental healthMedicinePolitical sciencePublic healthMarket economyLaw

Abstract

fetched live from OpenAlex

Philip Morris International's recent purchase of Swedish Match may prove to be a vital tobacco industry development. We focus on PMIs potential progress in moving from primarily selling cigarettes toward primarily selling noncombustible nicotine delivery products (NCNDPs). We also consider the potential contribution of the acquisition to industry transformation whereby other cigarette firms may potentially move toward primarily selling NCNDPs. We examine the potential impact on noncombustible nicotine delivery product use, including nicotine pouches (a major Swedish Match product), e-cigarettes, heated tobacco products, and, most importantly, on sales of the industry's staple, combustible cigarettes. We focus on the United States as a special case, where PMI is limited from entering the cigarette market. Implications: Philip Morris International's purchase of Swedish Match and policies regarding nicotine pouches (NPs) have been overlooked in the tobacco control literature. The acquisition indicates the importance of the NP market to the largest nonstate-owned tobacco company. The acquisition has the potential through pricing and marketing tactics to either encourage or discourage the use of NPs, e-cigarettes, heated tobacco products, and most importantly cigarettes. Due to its inability to sell cigarettes in the United States, PMI will have incentives to use its alternative nicotine delivery products, including its newly acquired NPs, to reduce the sale of cigarettes by other companies. However, the potential effects in other countries, where PMI does sell cigarettes, are less clear. Monitoring and analyzing tobacco company acquisitions is essential to studying future transitions in using different kinds of tobacco products, especially from cigarettes to lower-risk alternative nicotine delivery products.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.596
Threshold uncertainty score0.370

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.056
GPT teacher head0.310
Teacher spread0.255 · 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 designObservational
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

Citations8
Published2023
Admission routes1
Has abstractyes

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