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Record W2092283340 · doi:10.1080/09593960903497815

Antecedents and consequences of structural change in North American retailing 1990–2010

2010· article· en· W2092283340 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe International Review of Retail Distribution and Consumer Research · 2010
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Retail Behavior Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFrontierCentralityMarketingValue (mathematics)Variance (accounting)BusinessAnalyticsStrategic managementMarket sharePolitical science

Abstract

fetched live from OpenAlex

In this article secular trends and market conditions in North America are examined and linked to a series of major structural shifts and changes in US and Canadian retailing over the last two decades (1990–2010). Antecedents and consequences of developments, such as the emergence of category management as a new marketing paradigm, formation of a new value ‘Trinity’, and the rapid movement of markets towards dominant lower cost (value) retailers are reviewed, and their collective impact on other competitive market spaces, (for example, the department store industry and shopping centres), are critically examined. The study also reviews the emerging managerial imperatives in retailing – focusing especially on the centrality of inventory management, the rapid movement of merchandise and information, and the significance of new business processes beyond systems and analytics – as the key elements in a new strategic frontier for higher performance. The paper concludes the strategic review of the last two decades with a preview of the next two, as expectations for the North American retailing scene, both locally and globally, are outlined. The authors fear that the ‘extreme market share’ in the hands of a few retailers may be leading consumers to end up with less choice to shop, researchers with less ‘variance’ to examine, and a continent bereft of any significant retailing innovation in the years to come.

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.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.133
Threshold uncertainty score0.681

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.091
GPT teacher head0.377
Teacher spread0.286 · 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