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Record W3143058402 · doi:10.3390/jrfm14040148

State-of-the-Art Analysis of Intrapreneurship: A Review of the Theoretical Construct and Its Bibliometrics

2021· review· en· W3143058402 on OpenAlexvenueno aff
Esthela Galván-Vela, Eduardo Arango Herrera, Deisy Milena Sorzano Rodríguez, Rafael Ravina-Ripoll

Bibliographic record

VenueJournal of risk and financial management · 2021
Typereview
Languageen
FieldBusiness, Management and Accounting
TopicEntrepreneurship Studies and Influences
Canadian institutionsnot available
Fundersnot available
KeywordsIntrapreneurshipPhenomenonBibliometricsConstruct (python library)Position (finance)EntrepreneurshipState (computer science)SociologyKnowledge managementEpistemologyPolitical scienceComputer scienceBusinessData miningLawPhilosophy

Abstract

fetched live from OpenAlex

Business complexity demands that companies look for alternative ways to ensure their survival. Thus, one means to generate a competitive position, growth and development is intrapreneurship, which refers to entrepreneurship that arises within established organizations. However, current studies of the phenomenon are sometimes limited to contributions that lack substantive theory. Given this problem, the objective of this study was to determine the current state of the art of intrapreneurship based on a documentary analysis. Similarly, a bibliometric analysis was carried out that evaluated the existing publications. A total of 133 documents related to the term were found. After analyzing these documents, we concluded that new studies on the matter need to be developed. Therefore, a future agenda is proposed and the implications of this phenomenon on the performance of current companies are discussed.

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)0.010
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesBibliometrics
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.942
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0580.061
Science and technology studies0.0010.002
Scholarly communication0.0040.005
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.019
GPT teacher head0.271
Teacher spread0.252 · 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.

Study designNot applicable
Domainnot available
GenreReview

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

Citations27
Published2021
Admission routes1
Has abstractyes

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