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Record W3102456666 · doi:10.1002/lary.29265

Promoting Tobacco Use Among Students: The U.S. Smokeless Tobacco Company College Marketing Program

2020· article· en· W3102456666 on OpenAlexaboutno aff
Z. Jason Qian, Matthew Hill, Divya Ramamurthi, Robert K. Jackler

Bibliographic record

VenueThe Laryngoscope · 2020
Typearticle
Languageen
FieldMedicine
TopicSmoking Behavior and Cessation
Canadian institutionsnot available
Fundersnot available
KeywordsSmokeless tobaccoIncentiveAdvertisingTobacco industryLogo (programming language)MarketingQuarter (Canadian coin)ClickerBusinessMedical educationPolitical sciencePublic relationsPsychologyTobacco useMedicineGeographyEnvironmental healthMathematics educationEconomics

Abstract

fetched live from OpenAlex

OBJECTIVES/HYPOTHESIS: From the 1970s-1990s the U.S. Smokeless Tobacco Company (USST) conducted aggressive campaigns to solicit college students to buy their smokeless tobacco (ST) products. The scope, scale, methods, and impact of this youth marketing campaign have yet to be analyzed in the academic literature. STUDY DESIGN: Historical research study. METHODS: Internal industry documents describing the USST campaigns were obtained via the University of California, San Francisco's repository of tobacco company records. Marketing materials were obtained from Stanford University's Research Into the Impact of Tobacco Advertising (SRITA) collection of 657 USST advertisements. RESULTS: USST's College Marketing Program (1978-mid 1980s) sponsored events in some 350 campuses and hired student representatives in at least 175 colleges and universities across America. College representatives were trained to provide free samples to fellow students. Over a typical school year approximately a quarter million Happy Days, Skoal, and Skoal Bandits samples were handed out to undergraduates. USST paid their student representatives well and offered them a variety of incentives based upon sales growth. During the 1990s, USST's Skoal Music program engaged students on campuses and at "spring break" venues such as Daytona Beach. CONCLUSIONS: Targeting of college students on campus was a common tobacco industry practice between the 1940s and early 1960s. From the 1970s through 1990s USST resurrected the method and pursued it with vigor including: distribution of free samples; sponsored events and concerts, branded intramural teams; visits by sports celebrities; logo wearables and merchandise; contests and incentives; and displays and promotions in stores on and surrounding campuses. Laryngoscope, 131:E1860-E1872, 2021.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.556

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 integrity0.0000.001
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 head0.042
GPT teacher head0.314
Teacher spread0.272 · 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

Citations6
Published2020
Admission routes1
Has abstractyes

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