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Record W2986709196 · doi:10.5267/j.msl.2019.10.026

Strategic orientation and the performance of SMEs in Indonesia: The mediating role of access to finance

2019· article· en· W2986709196 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

VenueManagement Science Letters · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessOrientation (vector space)Access to financeIndustrial organizationProcess managementMarketingKnowledge managementBusiness administrationFinanceComputer scienceMathematics

Abstract

fetched live from OpenAlex

This paper gives insight about the association between market orientation, entrepreneur orientation, learning orientation, technological orientation and access to finance, and SME's performance in Indonesia. The study provides a clear understanding about the relationships among SME's performance in Indonesia and market orientation, entrepreneur orientation, learning orientation, technological orientation, and what mediating role financial access plays in this relationship. The study broached that it is apparently essential to identify the strategic variables which may reflect the aforementioned management activities or processes, such as marketing, innovativeness, risk taking, technology and learning culture, which SMEs use and that probably influence their performance. The study is among the pioneering studies on the issues related to the market orientation, entrepreneur orientation, learning orientation, technological orientation, and access to finance in Indonesia. The study uses SEM-PLS as statistical tool to answer the research questions raised in this study and research objectives envisaged in the current study. The findings of the current study have provided support to with the hypothesized results. The study has argued that to deal with the current external opportunities and menaces, new knowledge and skills for improving their existing and future performances must be provided for the organizations. The study will be helpful for policymakers and researchers in examining the link between market orientation, entrepreneur orientation, learning orientation, technological orientation, and access to finance in Indonesia performance of SMEs in Indonesia.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.199

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 studies0.0000.001
Scholarly communication0.0000.001
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 head0.014
GPT teacher head0.259
Teacher spread0.246 · 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