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Record W6888674334 · doi:10.21427/73k7-4855

Exploring the Potential of Halal Tourism Through Institutional Analysis of Halal Certifiers in the Philippines

2022· article· en· W6888674334 on OpenAlexaff

Bibliographic record

VenueARROW@Dublin Institute of Technology (Dublin Institute of Technology) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicHalal products and consumer behavior
Canadian institutionsUniversity of Northern British Columbia
Fundersnot available
KeywordsCertificationTourismAccreditationWork (physics)ConfusionCertificateClothing

Abstract

fetched live from OpenAlex

This study analyses various institutions’ halal certification and standards in the Philippines and their potential for halal tourism. The demand for halal services and products has been increasing in the Philippines, however, the major halal certifiers in the country uphold different standards, leading to confusion and abuse in halal accreditation and certification. The unification of halal standards is a complex process due to varying interpretations and thus, this research utilised case study methods to analyse the similarities and differences of the three major halal certifiers in the country within the lenses of the Work System Elements Framework and the Institutional Analysis and Development Framework which examine the participants, processes, information needs, and environment. Results show that halal certifiers do not have a common standard in their certification practices. Additionally, there is no national certification scheme or a standard scheme that certifiers can follow. Therefore, each certifying body has its own standard, scheme, and policy regarding halal certification, resulting in a fragmented development of certification schemes. An appropriate halal standard in the Philippines is essential to attract Muslim visitors, as the country initiated a halal programme that aims to increase the arrival of international Muslim travellers. The findings provide implications for developing and managing halal tourism and for diversifying tourism products in the Philippines. Further, this study makes a valuable contribution to the understudied phenomenon of halal certification in a Muslim-minority country that could benefit from incorporating halal tourism in their destinations.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.033
Threshold uncertainty score0.065

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.002
Science and technology studies0.0040.005
Scholarly communication0.0060.003
Open science0.0010.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.073
GPT teacher head0.303
Teacher spread0.230 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations9
Published2022
Admission routes1
Has abstractyes

Explore more

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