MétaCan
Menu
Back to cohort
Record W4414504401 · doi:10.5539/ach.v17n2p54

Research on the Behavioral Mechanism of Community Conflict in Tourism Development

2025· article· en· W4414504401 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAsian Culture and History · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicRegional Development and Environment
Canadian institutionsnot available
Fundersnot available
KeywordsTourismStructural equation modelingPerceptionService (business)Resource (disambiguation)Mechanism (biology)Corporate governancePublic service

Abstract

fetched live from OpenAlex

Against the backdrop of rapid tourism development, conflicts between community residents and foreign tourism investors and local governments are becoming increasingly prominent. This paper focuses on the conflict behaviours of community residents and based on relative deprivation theory, institutional trust theory, and public service perception theory, constructs a theoretical model that includes variables such as institutional fairness, sense of participation, psychological belonging, and perception of benefit distribution. Residents of a popular tourist destination in East China were collected through a questionnaire survey, and the structural equation modelling (SEM) method was used to empirically test the relevant path relationships. The study found that: (1) relative deprivation has a significant positive impact on conflict behaviour; (2) institutional trust plays a partial mediating role between public service satisfaction and conflict behaviour; (3) improving residents’ sense of participation and psychological belonging can effectively alleviate conflict tendencies; and (4) a fair benefit distribution mechanism and environmental governance performance are also key factors influencing residents’ attitudes. Finally, this paper proposes policy recommendations for enhancing institutional trust, optimizing resource allocation, and strengthening community participation.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.806
Threshold uncertainty score0.380

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.139
GPT teacher head0.362
Teacher spread0.222 · 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