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Record W4388297181 · doi:10.5267/j.uscm.2023.9.019

Business performance concept development apparel industry MSMEs in Bali

2023· article· en· W4388297181 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUncertain Supply Chain Management · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessSmall and medium-sized enterprisesEntrepreneurial orientationIndustrial organizationClothingStructural equation modelingMarketingCompetition (biology)Clothing industryEntrepreneurshipBusiness administration

Abstract

fetched live from OpenAlex

The apparel industry is one of the business sectors included in Micro, Small and Medium Enterprises (MSMEs) in Bali Province. These apparel industry MSMEs contribute to employment and economic growth in Bali, so their business sustainability must be maintained. Measuring the business performance of MSMEs in the apparel industry needs to be carried out on an ongoing basis to ensure that these MSMEs can survive in increasingly fierce competition. The objectives of this study are: first, to explain the role of innovation strategy in mediating the effect of entrepreneurial orientation on MSME business performance, and second, to explain the role of technological resources in moderating the effect of entrepreneurial orientation on MSME business performance. The research was conducted on apparel MSMEs in Bali with 220 respondents taken randomly. Data were analyzed using the Structural Equation Modeling-Partial Least Square (SEM-PLS) technique. The analysis results show that entrepreneurial orientation has a significant positive effect on the performance of MSMEs. Entrepreneurial orientation has a significant positive effect on innovation strategy, and then innovation strategy has a significant positive effect on MSME business performance. Technological resources strengthen the influence of entrepreneurial orientation on MSME business 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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.441
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.027
GPT teacher head0.274
Teacher spread0.247 · 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