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Record W4285171444 · doi:10.5267/j.uscm.2022.3.003

The role of innovation strategies in mediating covid-19 perceptions and entrepreneurship orientation on Endek weaving craft business performance

2022· article· en· W4285171444 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 · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsModerationWeavingCraftStructural equation modelingBusinessEntrepreneurial orientationEntrepreneurshipGovernment (linguistics)PerceptionMarketingIndustrial organizationPsychologyEngineeringSocial psychologyMechanical engineeringComputer science

Abstract

fetched live from OpenAlex

This study aims to examine the role of innovation strategies in mediating Covid-19 perceptions and entrepreneurial orientation on the performance of endek weaving craft business in Bali Province. The theoretical basis used is RBV (Resources Based View) which argues that each company has varying resources with differences in resulting performances. The test was carried out by quantitative analysis using a Structural Equation Model (SEM) based on Partial Least Square (PLS). Data were collected from 139 MSME of endek weaving craftsmen. The results of testing the effect of Covid-19 perceptions and entrepreneurial orientation on business performance were insignificant. Meanwhile, those on innovation strategies and entrepreneurial orientation were positively significant. The results of testing the effect of innovation strategy on business performance and collaboration between the government and the private sector in moderating the innovation strategy on business performance were positively significant and insignificant. The results of testing the effect of innovation strategies mediating Covid-19 perceptions on business performance and mediating entrepreneurial orientation on business performance were positively significant. The study actually confirms that the innovation strategy is a strong mediating variable to bridge the relationships between entrepreneurial orientation variables, Covid-19 perceptions, and business performance. The collaboration between the government and the private sector is also an insignificant moderator to achieve the business performance of MSME actors.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.578
Threshold uncertainty score0.830

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.019
GPT teacher head0.281
Teacher spread0.262 · 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