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Record W2141396823 · doi:10.1177/0266242610372460

Sustainability in entrepreneurship: A tale of two logics

2011· article· en· W2141396823 on OpenAlexaff
Dirk De Clercq, Maxim Voronov

Bibliographic record

VenueInternational Small Business Journal Researching Entrepreneurship · 2011
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsBrock University
Fundersnot available
KeywordsLegitimacySustainabilityProfitability indexEntrepreneurshipField (mathematics)Balance (ability)Organizational fieldHabitusMeaning (existential)BusinessInstitutional theoryMarketingEconomicsSociologyPolitical scienceManagementSocial sciencePsychologyEcologyCultural capitalMathematicsFinance

Abstract

fetched live from OpenAlex

Given the uncertainty surrounding the role and meaning of sustainability in business practice, it is important to explore the legitimacy drivers that newcomers (entrepreneurs) to a field derive from balancing sustainability and profitability. Drawing on the institutional logics literature and Bourdieu’s notion of habitus, this article theorizes how the characteristics of the field, as well as entrepreneur characteristics and actions, influence the legitimacy derived from adhering to the field-prescribed balance between sustainability and profitability. First, regarding the role of field-level factors, we discuss how the impact of field-imposed expectations on entrepreneur legitimacy may be amplified for dominant and mature fields. Second, regarding the role of micro-level factors, we highlight that whilst previous experience of the field-prescribed balance between sustainability and profitability may amplify the impact of field-imposed expectations on legitimacy, strategic actions can suppress this impact.

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)0.008
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0050.069
Scholarly communication0.0160.023
Open science0.0010.012
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0040.001

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 head0.066
GPT teacher head0.294
Teacher spread0.228 · 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 designTheoretical or conceptual
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

Citations174
Published2011
Admission routes1
Has abstractyes

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