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Record W4293776239 · doi:10.1002/gsj.1461

Rethinking intrapreneurship in the established MNE

2022· article· en· W4293776239 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueGlobal Strategy Journal · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Business and FDI
Canadian institutionsUniversity of ManitobaUniversity of Calgary
Fundersnot available
KeywordsIntrapreneurshipMultinational corporationDivestmentBusinessNexus (standard)Industrial organizationMainstreamResource (disambiguation)SubsidiaryMarketingEntrepreneurshipPolitical scienceComputer science

Abstract

fetched live from OpenAlex

Abstract Research Summary We show significant variation in the ways mainstream international business strategy (IBS) theories have addressed the discovery and pursuit of entrepreneurial opportunities in the established multinational enterprise (MNE). We adopt an extended “individual—opportunity nexus” perspective and suggest a fourfold repositioning of IBS research on MNE intrapreneurship. First, by acknowledging opportunities in activity types not historically considered as the subject of intrapreneurship, such as imposed resource reconfigurations as well as acquisitions and divestitures. Second, by paying more attention to how bundles of opportunities emerge over time, and to their sequence. Third, by recognizing more systematically different opportunity types, ranging from incremental to radical. Fourth, by analyzing more thoroughly the origins of opportunities, including those that arise from MNE weaknesses. Managerial Summary International business strategy (IBS) theories can help managers in multinational enterprises (MNEs) to better understand the unfolding of intrapreneurship. First, business decisions typically considered as merely cost‐driven, including resource reconfigurations, acquisitions, and divestitures, can involve major intrapreneurial opportunities. Second, opportunities do not just appear randomly and in isolation: it is typically bundles of opportunities that emerge over time and in a particular sequence, and these bundles are closely intertwined with the MNE's own strategy that may unearth these opportunities. Third, MNE executives need to recognize more systematically different opportunity types, ranging from incremental to radical because each will require different managerial practices. Fourth, it is not only an MNE's strengths but also its weaknesses that can drive intrapreneurial action.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
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 score0.245
Threshold uncertainty score1.000

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 studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.247
Teacher spread0.215 · 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