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Record W4409158405 · doi:10.63315/jrcd.v20i1.2541

Dark Sky Tourism and Rural Development: Lessons From The Jasper Dark Sky Festival

2025· article· en· W4409158405 on OpenAlexaffvenueabout
Clark Banack, Glen T. Hvenegaard

Bibliographic record

VenueJournal of rural and community development · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicImpact of Light on Environment and Health
Canadian institutionsUniversity of AlbertaAgriculture Food and Rural Development
Fundersnot available
KeywordsSkyTourismDark tourismGeographyMeteorologyArchaeology

Abstract

fetched live from OpenAlex

In the face of several ongoing challenges, rural communities are increasingly turning to tourism, including Dark Sky Tourism, as a component of their sustainable economic development strategy. This paper employs a case study approach to analyze critically the experiences of Jasper, a rural community in the west-central region of Alberta, Canada, that has hosted the Jasper Dark Sky Festival since 2011. The goals of this paper are twofold: (1) to critically examine the history of the festival and outline the key factors behind its success as well as its ongoing challenges, and (2) to extract from this analysis broader advice for other rural communities considering the promotion of dark sky tourism events as part of a larger economic development strategy. Ultimately, we highlight how rural communities can capitalize on a novel form of tourism, integrate dark sky tourism into community endeavours, and target and deliver related educational activities, while supporting a new form of rural economic development. Keywords: dark sky tourism, rural development, Jasper, festival management, festival tourism ___________________________________________________________ Tourisme du ciel étoilé et développement rural : leçons du Jasper Dark Sky Festival RésuméFace à plusieurs défis persistants, les communautés rurales se tournent de plus en plus vers le tourisme, y compris le tourisme du ciel étoilé, comme élément de leur stratégie de développement économique durable. Cet article utilise une approche d'étude de cas pour analyser de manière critique les expériences de Jasper, une communauté rurale de la région du centre-ouest de l'Alberta, au Canada, qui accueille le Jasper Dark Sky Festival depuis 2011. Les objectifs de cet article sont doubles : (1) examiner de manière critique l'histoire du festival et décrire les facteurs clés de son succès ainsi que ses défis actuels, et (2) extraire de cette analyse des conseils plus larges pour d'autres communautés rurales envisageant la promotion d'événements touristiques de ciel étoilé dans le cadre d'une stratégie de développement économique plus large. Enfin, nous soulignons comment les communautés rurales peuvent capitaliser sur une nouvelle forme de tourisme, intégrer le tourisme du ciel étoilé dans les efforts communautaires et cibler et proposer des activités éducatives connexes, tout en soutenant une nouvelle forme de développement économique rural. Mots clés : tourisme du ciel étoilé, développement rural, Jasper, gestion de festivals, tourisme de festival

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 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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.483
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
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.018
GPT teacher head0.261
Teacher spread0.243 · 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 teacher head, not a consensus.

Study designObservational
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

Citations3
Published2025
Admission routes3
Has abstractyes

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