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Craftermakers:A Significant Study on Entreprenueurial Creativity and Competitive Advantage

2010· article· en· W1859569756 on OpenAlexvenueno aff
Muhammad Abi Sofian Abdul Halim, Azman Che Mat

Bibliographic record

VenueCanadian social science · 2010
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicSustainability and Innovation in Business
Canadian institutionsnot available
Fundersnot available
KeywordsCreativityCraftEntrepreneurshipCompetitive advantageProductivityContext (archaeology)BusinessMarketingManagementBusiness administrationIndustrial organizationClassical economicsEconomicsPsychologyEconomic growthSocial psychologyGeography

Abstract

fetched live from OpenAlex

Entrepreneurship is a driving force bringing creativity to the business and establishing a community of high-growth economy. In fact, an embracing of entrepreneurial creativity also can bring a business more growth, competitive advantage, productivity improvement, job and wealth creation, and ultimately a better quality of life for all. As well as this paper concerned, entrepreneurial creativity is the key values for craft-makers to make them go far in a business development. Currently, craft industries represent a dynamic cluster of emerging creativity and economic activities. These industries considered as SMEs industry which is contributed a source of economic value, providing new employment and business opportunities. Therefore, the purpose of this study is to measure the relationship between entrepreneurial creativity toward competitive advantage among craft-makers in a small and medium business in Terengganu. The results indicates that the multiple correlation coefficient (R) which using all the predictors simultaneously is 0.531 and R-square is 0.281 which means that 28.1 percent of the variance in a competitive advantage can be predicted from the factors of entrepreneurial creativity. The result of this study becomes as a direction to the SMEs in Terengganu to develop the entrepreneurship training program, in a context of entrepreneurial creativity development and competitive advantage. Keywords: Entrepreneurial Creativity; Competitive Advantage; Entrepreneurial Commitment; Craft-makers Resume: L'entrepreneuriat est une force motrice qui apporte la creativite a l'entreprise et etablit une communaute de l'economie a forte croissance. En fait, une creativite entrepreneuriale embrassante peut egalement apporter a une entreprise une croissance plus grande, des avantages concurrentiels, une amelioration de la productivite, des emplois et la creation de richesses, et finalement, une meilleure qualite de vie pour tous. Comme cet article implique, la creativite entrepreneuriale est la valeur cle pour les artisanats qui les fait aller plus loin dans le developpement des affaires. Actuellement, les industries artisanales representent un groupe dynamique d’une creativite emergente et de nouvelles activites economiques. Ces industries sont considerees comme des PME, une source de valeur economique qui peut offrir de nouveaux emplois et des opportunites d'affaires. Par consequent, le but de cette etude est de mesurer la relation entre la creativite entrepreneuriale et l’avantage concurrentiel chez les artisanats dans une PME a Terengganu. Les resultats indiquent que le coefficient de correlation multiple (R) qui utilise tous les predicteurs simultanement est de 0,531 et le R-carre est de 0,281, ce qui signifie que 28,1 pour cent de la variance d'un avantage concurrentiel peut etre predite a partir des facteurs de la creativite entrepreneuriale. Le resultat de cette etude devient un indicateur de direction pour les PME a Terengganu afin d’etablir le programme de formation en entrepreneuriat, dans un contexte de developpement de la creativite entrepreneuriale et de l'avantage concurrentiel. Mots-cles: creativite entrepreneuriale; avantage concurrenciel; engagement entrepreneurial; artisanats

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 score0.009
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.000
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.013
GPT teacher head0.255
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 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

Citations2
Published2010
Admission routes1
Has abstractyes

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