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Record W4410632533 · doi:10.22215/etd/2024-16482

Positioning Pharmaceuticals: The Emergence of Prescription Drug Advertising in Canada, 1987-2005

2024· dissertation· en· W4410632533 on OpenAlexaboutno aff
Agnes Malkinson

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicPharmaceutical industry and healthcare
Canadian institutionsnot available
Fundersnot available
KeywordsMedical prescriptionPrescription drugAdvertisingDrugMedicineBusinessPharmacology

Abstract

fetched live from OpenAlex

This dissertation examines how the pharmaceutical industry in Canada used advertising to encourage Canadians to reimagine their relationship to prescription drugs between 1987 and 2005. During this period, drug companies stopped promoting products exclusively to physicians and began advertising directly to consumers. Using a strategy I call “pharmaceutical positioning,” the industry leveraged the communicative affordances of advertising to construct a new subjectivity— the “somatic consumer”—which is centred on the use of pharmaceuticals as technologies for self-actualization. Pharmaceutical positioning has five key aspects, each of which is explained in the dissertation. These include: the creation of a transformational consumer subject position (the somatic consumer); provision of authoritative health information in an otherwise information-scarce environment; access to non-traditional lifestyle expertise; the promise of biological indeterminacy; and an ethical orientation to body-centred consumption. This study analyzes representative pharmaceutical advertisements collected from three Canadian magazines: Chatelaine, Maclean’s, and Reader’s Digest. Using multimodal critical discourse analysis, I show how drug companies used advertisements as part of an effort to recontextualize access to prescription medicines as a consumer practice. The resulting analysis illustrates a convergence of pharmaceutical business interests with rising health consumerism and the “responsibilization” of health (Osborne, 1997, p. 185). By situating Canadian pharmaceutical advertising within communication studies, this dissertation expands the scope of existing analysis of the topic. It brings the object of analysis beyond the public health policy field, where it has received the lion’s share of attention. It argues the industry used advertising as a key mechanism to establish a direct relationship with consumers, thereby reshaping the way Canadians think about pharmaceuticals. The legacy of these efforts lives on today in the way we conceptualize about and relate to prescription drugs in this country.

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)0.003
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.238
Threshold uncertainty score0.884

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.012
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0050.017
Science and technology studies0.0200.009
Scholarly communication0.0090.002
Open science0.0020.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.227
GPT teacher head0.526
Teacher spread0.299 · 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 designQualitative
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
Published2024
Admission routes1
Has abstractyes

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