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Record W4221101139 · doi:10.18280/ijsdp.170120

MSMEs Business Sustainability Models in Indonesia

2022· article· en· W4221101139 on OpenAlex
Muafi Muafi, Ratna Roostika

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

VenueInternational Journal of Sustainable Development and Planning · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicSustainability and Innovation in Business
Canadian institutionsnot available
Fundersnot available
KeywordsSustainabilityCompetitive advantageNonprobability samplingBusinessSustainable businessCompetition (biology)Small and medium-sized enterprisesResource (disambiguation)Industrial organizationResource-based viewMarketingComputer sciencePopulation

Abstract

fetched live from OpenAlex

Business environment is very uncertain. To remain competitive, the RBV theory suggests that human resource is the most important resource for sustainable competitive advantage. The current global competition and the constantly changing environment requires all businesses respond accordingly. The research emphasizes on the MSMEs business sustainability models in Indonesia that integrated Green HRM, personal values, green organizational culture and competitive strategy to business sustainability. The study will empirically test the model in the MSMEs creative industries in Daerah Istimewa Yogyakarta and Central Java Province, Indonesia. The respondents of this study are the owners and managers of creative Micro Small Medium Enterprises (MSMEs) chosen by purposive sampling method. The data analysis technique is using AMOS 23. The results show that business sustainability model in creative MSMEs by considering Green HRM, personal values, green organizational culture, and competitive strategy is not yet be able to be implemented.

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 score0.218
Threshold uncertainty score0.691

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.003
Open science0.0000.001
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 head0.245
Teacher spread0.226 · 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