MétaCan
Menu
Back to cohort
Record W1970977673 · doi:10.1108/jbim-07-2013-0146

Quality performance of SMEs in a developing economy: direct and indirect effects of service innovation and entrepreneurial orientation

2014· article· en· W1970977673 on OpenAlexaff
Nelson Oly Ndubisi, James Agarwal

Bibliographic record

VenueJournal of Business and Industrial Marketing · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicFamily Business Performance and Succession
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsContext (archaeology)BusinessEntrepreneurial orientationOriginalityQuality (philosophy)MarketingService (business)Extant taxonEmerging marketsValue (mathematics)Industrial organizationKnowledge managementEntrepreneurshipCreativity

Abstract

fetched live from OpenAlex

Purpose – The purpose of this paper is to examine how innovation and entrepreneurial orientation (EO) affect organizational performance on quality in Asian small enterprise context. Design/methodology/approach – Drawing from the strategic management literature, we hypothesize and test the direct and indirect relationship between EO, innovation and quality performance in the context of small information technology (IT) firms in an Asian economy. Data analyses follow standard procedures for testing direct and mediating effects. Findings – Findings indicate a significant direct and indirect positive relationship between EO dimensions and three types of innovation and quality performance. Innovation mediates in the relationship of EO with quality performance. Research limitations/implications – The paper adds resource-based view and dynamic capabilities theories to extant strategic management literature. Poor representation of women-owned small firms in the study resulting from low participation of females in the IT business sector is a limitation which needs to be addressed in the future, as it hinders a clearer understanding of the perspectives of women business owners. Practical implications – The paper contributes to managerial practice by underscoring the need for owner-managers of small enterprises to pursue EO-focused and innovation enhancement strategies in an integrated manner. Originality/value – An integrated model of EO, innovation and performance, tested in small IT service firms in the context of a developing economy. Context does matter. The combination of a developing country context and the significance of IT enhance the contextual contribution of the paper.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.100
Threshold uncertainty score0.448

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.026
GPT teacher head0.238
Teacher spread0.213 · 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 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

Citations76
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Business and Industrial MarketingSame topicFamily Business Performance and SuccessionFrench-language works237,207