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Record W2163813053 · doi:10.1177/1470593113477889

Discursivity, difference, and disruption

2013· article· en· W2163813053 on OpenAlexaff
Craig J. Thompson, Eric J. Arnould, Markus Giesler

Bibliographic record

VenueMarketing Theory · 2013
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior in Brand Consumption and Identification
Canadian institutionsYork University
Fundersnot available
KeywordsBusinessSociologyEpistemologyEconomic geographyPolitical scienceGeographyPhilosophy

Abstract

fetched live from OpenAlex

We offer a genealogical perspective on the reflexive critique that consumer culture theory (CCT) has institutionalized a hyperindividualizing, overly agentic, and sociologically impoverished mode of analysis that impedes systematic investigations into the historical, ideological, and sociological shaping of marketing, markets, and consumption systems. Our analysis shows that the CCT pioneers embraced the humanistic/experientialist discourse to carve out a disciplinary niche in a largely antagonistic marketing field. However, this original epistemological orientation has long given way to a multilayered CCT heteroglossia that features a broad range of theorizations integrating structural and agentic levels of analysis. We close with a discussion of how reflexive debates over CCT's supposed biases toward the agentic reproduce symbolic distinctions between North American and European scholarship styles and thus primarily reflect the institutional interests of those positioned in the Northern hemisphere. By destabilizing the north–south and center–periphery relations of power that have long-framed metropole social science constructions of the marginalized cultural “other” as an object of study—rather than as a producer of legitimate knowledge and theory—the CCT heteroglossia can be further diversified and enriched through a blending of historical, material, critical, and experiential perspectives.

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)0.009
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0060.073
Scholarly communication0.0130.010
Open science0.0020.011
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 head0.014
GPT teacher head0.220
Teacher spread0.206 · 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 designTheoretical or conceptual
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

Citations143
Published2013
Admission routes1
Has abstractyes

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