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Record W3125407739 · doi:10.37391/ijbmr.080301

Reviewing Effectuation and Bricolage in the Context of Social Entrepreneurship Multisector Collaborations

2020· article· en· W3125407739 on OpenAlexaff
Michel Rod, Gemma Rod

Bibliographic record

VenueInternational Journal of Business and Management Research · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEntrepreneurship Studies and Influences
Canadian institutionsCarleton UniversityUniversity of New Brunswick
Fundersnot available
KeywordsBricolageEntrepreneurshipOriginalityContext (archaeology)SociologySocial entrepreneurshipEconomicsSocial science

Abstract

fetched live from OpenAlex

Purpose: Traditional perspectives are insufficient for understanding/framing Social Entrepreneurship Triple Helix arrangements. This paper explores the extent to which specific alternative theoretical perspectives of entrepreneurship might be evident in the context of social entrepreneurship 'ventures' through multisector collaboration amongst university, government and private sector partners. Design/methodology/approach: Within the past twenty years, more established economics-based views of entrepreneurial behavior have been complemented with several alternative theoretical perspectives for entrepreneurship research; including effectuation and entrepreneurial bricolage. This conceptual paper reviews these literatures against the context of multisector collaboration within the triple helix. Findings: Specifically, the paper discusses and illustrates the interplay of effectuation and social entrepreneurship given the fact that resource-constrained environments push social entrepreneurs to employ alternative strategies to compensate the more complex external conditions. Collaborative efforts deemed to be more social entrepreneurship in orientation appear to draw on effectuation and bricolage. Originality/value: With an emphasis on affordable loss rather than expected returns; strategic alliances and collaboration rather than competitive analysis; exploitation of contingencies rather than exploitation of pre-existing knowledge; and controlling an unpredictable future rather than predicting an uncertain one, effectuation and bricolage in the context of social entrepreneurship requires quite different guiding policies. Not necessarily being as resource-constrained, but certainly attempting to address complex societal or social issues, multisector collaboration through social entrepreneurship appears to be a fruitful arena for the application of effectuation and bricolage.

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 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)0.001
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 score0.426
Threshold uncertainty score0.266

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.094
GPT teacher head0.340
Teacher spread0.246 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations4
Published2020
Admission routes1
Has abstractyes

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