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Record W4235281720 · doi:10.1504/ijwi.2017.080725

Developing entrepreneurial leadership: the challenge for sustainable organisations

2016· article· en· W4235281720 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Work Innovation · 2016
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Socioeconomic Development
Canadian institutionsnot available
Fundersnot available
KeywordsSustainabilityEntrepreneurshipPublic relationsEntrepreneurial leadershipSocial entrepreneurshipContext (archaeology)Sustainable developmentBusinessPolitical science

Abstract

fetched live from OpenAlex

This article explores the emerging contribution of leadership development to sustainable entrepreneurship. It addresses the need to develop research and effective practices, and suggests how this may be achieved in the context of the challenges organisations which aim for sustainability face in generating longer-term entrepreneurial leadership; in developing an entrepreneurial culture, and in facilitating people into leadership roles which bring about continuing innovation, development and growth. Based on a critical review of the relevant literature and on case-based research, a model for the development of sustainable entrepreneurial leadership is developed with four related themes of strategic direction, culture, community and entrepreneurial innovation. These are proposed as essential contributors to the development of leadership for longer-term sustainability of such organisations and to suggest a future research pathway. The article summarises four case studies developed from research with entrepreneurial leaders in sustainable community organisations, including private, 'for-profit', community, and social enterprise organisations, two in Canada and two in the UK. Interpretation of the cases identifies the importance of the leaders' principles and ethical values; community involvement; opportunity scanning; and social innovation.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.837
Threshold uncertainty score0.310

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 science0.0000.000
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 head0.067
GPT teacher head0.271
Teacher spread0.204 · 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