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Record W3174338781 · doi:10.5267/j.uscm.2021.6.003

Does strategic alignment matter when SMEs adopt entrepreneurial orientation? An empirical examination in Vietnam

2021· article· en· W3174338781 on OpenAlexvenueno aff
Quang‐Huy Ngo

Bibliographic record

VenueUncertain Supply Chain Management · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEntrepreneurship Studies and Influences
Canadian institutionsnot available
Fundersnot available
KeywordsEntrepreneurial orientationStructural equation modelingUnderpinningContext (archaeology)Market orientationDimension (graph theory)BusinessStrategic managementContingency theoryContingencyMarketingIndustrial organizationEmpirical researchExport performanceEmerging marketsEntrepreneurshipManagementEconomicsComputer science

Abstract

fetched live from OpenAlex

Prior studies suggest that differentiating strategy (DS) has an intervening impact on the relationship between entrepreneurial orientation (EO) and performance. However, they only examine the impacts based on each dimension of EO, provide a lack of theory underpinning why this strategy is the mediator, and focus on the manufacturing industry of an emerging market. Addressing these gaps, the purpose of this study draws from the contingency theory in strategic management to examine whether this strategy is the mediator in the context of Vietnam. Partial least square structural equation modeling used to assess the research model with data collected from 142 SMEs operating in Vietnam. The result indicates that DS fully has an intervening effect on the association between EO and SMEs' performance.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.175
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 studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.022
GPT teacher head0.265
Teacher spread0.243 · 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.

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

Citations2
Published2021
Admission routes1
Has abstractyes

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