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Enhancing Rural Livelihoods Through Tourism Education and Strategic Partnerships: A Uganda Case Study

2011· article· en· W2029914687 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTourism Analysis · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsToronto Metropolitan UniversityUniversity of Manitoba
Fundersnot available
KeywordsTourismEconomic growthLivelihoodNatural resourceGeneral partnershipSustainable developmentSustainable tourismTourism geographyBusinessGovernment (linguistics)SustainabilityRural tourismEcotourismSustainable communityPolitical scienceAgricultureGeographyEconomics

Abstract

fetched live from OpenAlex

Recently, tourism has gained significant strides as a poverty reduction strategy for low income nations, including Uganda, where poor people constitute 61% of Uganda's population, living below US$1 per day. In 2003, the Government of Uganda identified tourism as a priority export sector. This article provides a Uganda case study that focuses on enhancing rural livelihoods through tourism, specifically highlighting the interdependent themes of tourism training and partnership development as aims of a University of Manitoba—Makerere University cooperative program. Uganda is a country rich in natural and cultural resources with opportunities for sustainable tourism providing local impetus to support the conservation of wildlife and natural areas. The key to realizing this potential lies in the development of local capacity to research, manage, plan, interpret, and profit from the resources that are the foundation of sustainable tourism. The two universities are in partnership to develop a masters' degree in sustainable community tourism. Specifically the article describes the curriculum development process for a master's degree in sustainable community tourism at Makerere University, the creation of a strategic partners' network for sustainable tourism and biodiversity conservation, and the relationship between the two processes linking higher education and community development with sustainable tourism. Challenges faced by the Canadian and Ugandan project participants, as well as solutions, next steps for implementation, and future research opportunities are also discussed.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.062
GPT teacher head0.328
Teacher spread0.266 · 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