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Record W3207297007 · doi:10.1108/ijrdm-05-2020-0171

Being a retailer: narratives not on display

2021· article· en· W3207297007 on OpenAlexaff
Damian Ruth, Frances Gunn, Jonathan Elms

Bibliographic record

VenueInternational Journal of Retail & Distribution Management · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsNarrativeOriginalityAgency (philosophy)Value (mathematics)Context (archaeology)Everyday lifeBusinessIdentity (music)MarketingPublic relationsSociologyQualitative researchAestheticsPolitical science

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to explore the everyday tasks and activities undertaken by retailer entrepreneurs and owner/managers when they strategize. Specifically, it interrogates the nature of the intuitive, idiosyncratic strategic agency of a retail owner/manager. Design/methodology/approach Through adopting a combination of phenomenological and narrative approaches, focussing on illuminating the everyday operational and strategic practices of one retail entrepreneur and owner/manager, a richly contextualized, ideographic account of the procedures and outcomes of their strategizing is provided. Findings By revealing narratives that are seldom obvious – often kept behind the counter, and not on display – the authors are able to unravel the social reality of the retailer's decision-making, and the influences of identity, connections with customers and community, emotions and the spirit, and love and family. This study also illuminates how entrepreneurs retrospectively make sense out of the messiness of everyday life particularly when juggling the melding of personal and business realities. Research limitations/implications This paper explores the experiences and reflections of the decision-making of one retail entrepreneur manager within a particular business setting. However, the use of an ideographic approach allowed for an in depth investigation of the realities of strategic practices undertaken by a retail owner that may be extrapolated beyond this immediate context. Originality/value This paper develops original insights into the retailer as an individual, vis-à-vis an organization, as well as nuanced understanding of the actual nature of work undertaken by retail entrepreneurs and owner/managers. To this end, this paper contributes to the “strategy-as-practice” debate in the strategic management literature, and to narrative analysis and advances insights to the perennial question: “what is a retailer?”.

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)0.006
metaresearch head score (Gemma)0.015
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 score0.013
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.016
Scholarly communication0.0130.011
Open science0.0010.010
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.001

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 head0.242
Teacher spread0.227 · 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

Citations8
Published2021
Admission routes1
Has abstractyes

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