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Record W4392107716 · doi:10.1002/sej.1498

Truly, madly, deeply: Strategic entrepreneuring and the aesthetic practices of craft entrepreneurs

2024· article· en· W4392107716 on OpenAlexaff
Sara R. S. T. A. Elias, Amanda Peticca‐Harris, Nadia C. DeGama

Bibliographic record

VenueStrategic Entrepreneurship Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Industries and Urban Development
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsCraftBusinessStrategic managementMarketingManagementBusiness administrationVisual artsArtEconomics

Abstract

fetched live from OpenAlex

Abstract Research Summary Strategic entrepreneurship research has long focused on high growth and wealth maximization in the creation of primarily economic value. As such, it has largely overlooked craft entrepreneurs, who prioritize skill, materiality, and immersive action in creating broader forms of value. Deep engagement with materials, alongside daily aesthetic (sensory, tacit, embodied) practices are key to how craft entrepreneurs create unique value and strengthen competitive distinction. Drawing on ethnographic data from two craft‐based settings, we abductively generated three dimensions and associated tensions by which craft entrepreneurs leverage aesthetics for strategic entrepreneuring: materializing , enchanting , empathizing . Our key contribution is to unpack the embodied—and very human—processes by which craft entrepreneurs imagine and give life to unique offerings while creating distinctive value for both themselves and their stakeholders. Managerial Summary The focus of strategic entrepreneurship research is often on economic value creation, along with high growth and wealth maximization. By exploring the everyday practices of craft entrepreneurs, we unpack how creating broader forms of value (e.g., symbolic, artistic, social, cultural) through immersive and embodied actions contributes to stylistic and competitive distinction. For the craft entrepreneurs in our study, remaining competitive is about engaging in sensuous practices that result in meaningful and authentic offerings, for both themselves and their stakeholders. By capturing and exploring these daily practices, along with the tensions that undergird real‐time exchanges with stakeholders, we provide fresh insights into how craft entrepreneurs create unique value while delicately balancing tradition with innovation to strengthen competitive distinction.

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)0.004
metaresearch head score (Gemma)0.006
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 score0.009
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.029
Scholarly communication0.0090.005
Open science0.0010.007
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.081
GPT teacher head0.330
Teacher spread0.248 · 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

Citations15
Published2024
Admission routes1
Has abstractyes

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