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Strategic Leadership of Business Ecosystems – Charting a New Frontier of Research

2023· article· en· W4385214986 on OpenAlexaff
Ciarán Heavey, Zeki Şimşek, Brian C. Fox, Ron Adner, Elizabeth J. Altman, Oliver Alexy, Henri Burgers, Yuliya Snihur, Satish Nambisan, Shaker A. Zahra

Bibliographic record

VenueAcademy of Management Proceedings · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic and Technological Innovation
Canadian institutionsToronto Baptist Seminary and Bible College
Fundersnot available
KeywordsExtant taxonFrontierBusiness ecosystemStrategic leadershipStrategic managementStrategic thinkingValue (mathematics)Strategic planningKnowledge managementPolitical scienceManagementBusinessPublic relationsSociologyLeadership styleMarketingEconomicsComputer science

Abstract

fetched live from OpenAlex

While there has been an explosion of research on business ecosystems of late, the implications for strategic leadership research is rarely investigated. We propose this symposium to address two core questions to advance theory and research on business ecosystems and strategic leadership. First, what role do strategic leaders play in ecosystems' design, development, and evolution, including value co-creation? Second, what are the implications of business ecosystems for the extant strategic leadership theory and research? We bring together a panel of leading scholars to discuss these questions from their own research perspectives and to stimulate a set of questions for future research. We aim to build a vibrant community of scholars interested in these questions.

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)0.002
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.072
Threshold uncertainty score0.441

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.431
GPT teacher head0.327
Teacher spread0.104 · 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 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

Citations1
Published2023
Admission routes1
Has abstractyes

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