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Record W7162489430 · doi:10.3126/nccj.v10i1.95030

Promoting Tourism Entrepreneurship: Entrepreneurs’ Perceptions of Tourism Development and Knowledge Management Awareness in Kathmandu Valley

2025· article· W7162489430 on OpenAlexaff
Anju Shilpakar, Anup K.C., Purnima Lawaju

Bibliographic record

VenueNCC Journal · 2025
Typearticle
Language
FieldSocial Sciences
TopicDiverse Aspects of Tourism Research
Canadian institutionsQuest University Canada
Fundersnot available
KeywordsTourismNonprobability samplingTourism geographyPerceptionEcotourismHospitality management studiesDeveloping country

Abstract

fetched live from OpenAlex

Tourism plays a pivotal role in the economic and socio-cultural development of developing countries like Nepal, where entrepreneurs serve as key actors in shaping tourism growth, competitiveness, and sustainability. In this context, the objective of this study is to examine the perception of tourism entrepreneurs on tourism development and their awareness level of knowledge management in Kathmandu valley. Explanatory research design is used by taking 350 samples of tourism entrepreneurs in Kathmandu valley through purposive sampling methods. Social Exchange Theory is used. The study reveals that tourism entrepreneurs exhibit moderate awareness of knowledge management, with an overall index of 71.20%. Predominantly, these entrepreneurs are married male youths engaged in handicraft businesses, holding a bachelor’s degree, residing in joint families, and possessing less than five years of experience in the tourism sector. Structural analysis indicates that personal benefits from tourism development (β = 0.262, p = 0), perceived positive tourism impacts (β = 0.174, p = 0.001), perceived negative tourism impacts (β = -0.182, p = 0), and overall community satisfaction (β = 0.223, p = 0) exert significant effects on attitudes toward additional tourism development. Among the challenges identified, employees’ lack of knowledge management awareness emerges as the most prominent. Managerial interventions, particularly the implementation of knowledge management awareness programs by the organization, are recommended to mitigate these challenges and enhance the effectiveness of knowledge management practices. The findings provide insights for tourism entrepreneurs and relevant stakeholders, including the Nepal Tourism Board and local authorities, to enhance knowledge management and inform policies for tourism development.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.025
GPT teacher head0.331
Teacher spread0.306 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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