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Record W4392241286 · doi:10.18280/ijsdp.190235

Strengthening Tourist Village Attractions Through Empowerment of Rural Micro, Small, and Medium Enterprises (MSMEs)

2024· article· en· W4392241286 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

VenueInternational Journal of Sustainable Development and Planning · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsTourismBusinessEmpowermentSmall and medium-sized enterprisesRural tourismRural developmentEconomic growthTourism geographyGeographyEconomicsAgriculture

Abstract

fetched live from OpenAlex

One of the efforts to improve the rural economy can be conducted by developing tourist villages.The attractions of tourist villages that all this time have relied on natural potential are apparently not capable enough to guarantee the sustainability of tourist villages to be existing and favoured by the tourists.There should be innovative attractions so that the tourists have the will to make return visits and increase the length of stay.This research aims at developing a model for empowering the rural MSMEs in strengthening the attractions of tourist villages.This research is the qualitative one, which uses the primary data taken using observation techniques and Focus Group Discussions.The analytical method used in this research is the Delphi method and qualitative descriptive.The Delphi method was used to develop a model for empowering MSMEs by involving experts, while qualitative descriptive analysis was used to explain the mechanism for implementing the model.The implementation of the model has been tested in a tourist village in Central Java.This research has found that the right model for empowering the rural MSMEs to support the attractions of tourist villages can be conducted by establishing partnerships between the owners of rural MSME and the manager of tourist village.In Candirejo Tourist Village this model has been implemented.The production activities of MSMEs become a showcase, and are also able to increase the activities of tourists who stop at tourist villages.The results of implementing the model show that empowering the MSMEs owned by the community as an attraction to be visited by tourists is actually able to significantly increase the income of the owners of MSMEs, and to increase the tourists' interest in visits and length of stay.

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.337
Threshold uncertainty score0.438

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.018
GPT teacher head0.297
Teacher spread0.278 · 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