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Record W4406362897 · doi:10.3390/su17020609

Balancing Tourism Development and Sustainability: A Multi-Stakeholder Approach in Tofino over 15 Years

2025· article· en· W4406362897 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

VenueSustainability · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity and Sustainable Development
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsStakeholderTourismBusinessEcotourismSustainable developmentTourism geographySustainabilityDestinationsCorporate governanceSustainable tourismConceptualizationLivelihoodEconomic growthEnvironmental resource managementPublic relationsPolitical scienceEconomicsAgricultureGeographyFinance

Abstract

fetched live from OpenAlex

The narrow conceptualization of capitalism is increasingly challenged as destinations recognize the need to integrate equity and resilience into tourism development. Increasingly, destinations have been using tourism to move away from extractive industries and there is no shortage of literature outlining the need for a more inclusive, multi-stakeholder approach to ensure that sustainability is at the forefront of tourism development considerations. Whether destinations are actually moving towards the more sustainable development of tourism is not always evident and rarely are studies of destinations undertaken over time. Therefore, the purpose of this research was to examine qualitative research spanning 15 years using a multi-stakeholder approach to understand impacts, issues, and solutions relating to tourism development in Tofino, Canada. Tofino has achieved notable advancements in financial, natural, and social capital but continues to face gaps in addressing other dimensions of the Community Capitals Framework (CCF). Insights from this research to focus on social, human, and built capital earlier on in tourism planning and development may help other destinations who partially or fully depend on tourism for their livelihood. This paper addresses real-world tourism development challenges and encompasses multiple stakeholder views on sustainable development, socio-political responsibilities, governance, leadership, destination management, policies, and other 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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.123
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
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 head0.027
GPT teacher head0.307
Teacher spread0.281 · 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