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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 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

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.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.913
Threshold uncertainty score1.000

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 communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.242
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