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Record W2591021924 · doi:10.5539/jms.v7n1p94

Entrepreneurial Orientation and Growth in Mexican Small Business

2017· article· en· W2591021924 on OpenAlexvenueno aff
Gonzalo Maldonado Guzmán, María del Carmen Martínez Serna, Sandra Yesenia Pinzón Castro

Bibliographic record

VenueJournal of Management and Sustainability · 2017
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicBusiness, Innovation, and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsProactivityEntrepreneurial orientationAutonomyBusinessProfit (economics)EntrepreneurshipSample (material)MarketingBusiness administrationPsychologyEconomicsSocial psychologyMicroeconomicsPolitical science

Abstract

fetched live from OpenAlex

In the literature, there are various studies relating positively the entrepreneurial orientation to business performance. In such studies a great deal of variables have been introduced to measure business performance, among the variables most accepted by researchers and academics are profit and business growth. Therefore, it is possible to consider that entrepreneurial orientation plays an essential role in business growth. For that reason, this paper has the objective to analyse the existing relationship between entrepreneurial orientation and growth, by using a random sample of 318 small and medium-sixed enterprises in México. The results obtained show that proactivity, risk taking and innovativeness along with the competitive aggression and autonomy have significant and positive effects on small and medium-sized enterprises’ growth.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.018
GPT teacher head0.219
Teacher spread0.201 · 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.

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

Citations15
Published2017
Admission routes1
Has abstractyes

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