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Record W3173268607 · doi:10.3390/world2030022

Framework for Establishing a Sustainable Medical Facility: A Case Study of Medical Tourism in Jordan

2021· article· en· W3173268607 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueWorld · 2021
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Healthcare and Medical Tourism
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsMedical tourismTourismSustainabilitySustainable developmentBusinessSustainable tourismMarketingEnvironmental planningPolitical scienceGeography

Abstract

fetched live from OpenAlex

A significant number of studies have assessed the impact of medical tourism from economic, technological and social perspectives. Few studies, however, have explored the development of the medical tourism sector from a sustainability perspective. This research brings a sustainability lens to medical tourism by extending Hart and Milstein’s framework (2003) for creating sustainable business value to advance the development of sustainable medical tourism facilities. To inform the analysis, the study conducted nine semi-structured interviews with members of the Jordan Medical Tourism Network (JMTN). Interview results confirmed the primary factors that motivate medical tourists, and characteristics of a sustainable medical tourism facility. The research provides insights on how sustainability is a driver of medical tourists’ decisions and a core aspect to be managed. The study also provides direction to advance sustainable medical tourism facilities in Jordan with replicability in other jurisdictions. The research proposes a path for medical tourism facilities to play further roles in their contribution to sustainable development by introducing a framework that aims to integrate four business strategies for establishing sustainable value through the integration of stakeholders’ interests and environmental practices.

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)0.005
metaresearch head score (Gemma)0.019
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.455
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.090
GPT teacher head0.482
Teacher spread0.391 · 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