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Record W2104247529 · doi:10.1068/a3562

Behind the Web Store: The Organisational and Spatial Evolution of Multichannel Retailing in Toronto

2002· article· en· W2104247529 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

VenueEnvironment and Planning A Economy and Space · 2002
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Retail Behavior Studies
Canadian institutionsnot available
FundersAccenture
KeywordsDisintermediationCommodityThe InternetBusinessBusiness modelRelevance (law)MarketingEconomic geographyComputer scienceEconomicsWorld Wide WebPolitical science

Abstract

fetched live from OpenAlex

In this paper I address two issues of general relevance to contemporary debates in economic geography: first, the organisational and spatial implications of new information technologies for the economic landscape; and, second, the enduring role of place to digital capitalism. Specifically, I examine the organisational evolution of multichannel retailing in Toronto from a geographical perspective. Bricks-and-mortar retailers are increasingly pursuing a multichannel strategy by operating an Internet-based web store alongside the existing network of physical retail outlets. I therefore evaluate the organisational implications of the adoption of business-to-consumer e-commerce (e-tailing) technology for six Canadian bricks-and-mortar retailers based in Toronto and assess how the associated changes in business structure have been inscribed upon the urban landscape. The argument is developed in three sections. First, I discuss how the formula for competitive advantage in the new (r)etail markets of the developed world has shifted from a pure play to a multichannel organisational paradigm. Second, I provide a background to the development of Canadian e-commerce and an overview of the empirical methodologies employed during the research. Third, the focus of the paper moves ‘behind the web store’ to spatialise the physical places that constitute the fulfilment infrastructure of e-tailing as sequentially linked stages in Internet commodity chains. I evaluate the impact of the Internet commodity chain upon the geographical organisation of each retailer, and, in particular, consider whether the unique logistical requirements of e-tailing have stimulated spatial processes of disintermediation and reintermediation. It is argued that, when read through the lens of Toronto, e-tailing has incurred limited organisational disruption and is characterised by a distinctive geography of integration between online and offline retailing services within the urban space of the city. I conclude the paper by contextualising the findings within themes for conceptual debate in economic geography.

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)0.000
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 score0.054
Threshold uncertainty score0.300

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.016
GPT teacher head0.192
Teacher spread0.176 · 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