Evidence map›Paper›PMID 40847034›Full record

ArticleScientific reports2025

Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method.

Kaimiao Lin, Yuqi Huang, Baohui Huang, ChengRu Wu, Xiaoxia Wu, XueJiao Wang, Yvbin Lin

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Kaimiao LinCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China.
Yuqi HuangCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China.
Baohui HuangCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China.
ChengRu WuCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China. alexru01@wuyiu.edu.cn.
Xiaoxia WuCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China.
XueJiao WangCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China.
Yvbin LinCollege of Tourism, Wuyi University, Wuyishan City, 354300, Fujian Province, China.

Funding

Fujian Provincial Department of Education Young and Middle aged Teacher Education Research Project (Social Science Category) JAS22163Fujian Social Science Planning Key Project FJ2024A021Nanping Natural Science Foundation Project 2019J03National Social Science Fund Project 19XGL010Wuyi University Teaching and Research Project WZY2023006
6 · The paper itself

Abstract

To enhance tourists' perceived transformative experience in national parks, a comprehensive model of recreation comforting degree was constructed using a mixed-methods that integrated text mining (TM) technology with the fuzzy DEMATEL-based analytic network process (FDANP). The developed model systematically incorporated physiological, psychological, spiritual, and social comforting degree dimensions, encapsulating 16 indicators into a coherent index system. The FDANP method was subsequently applied to establish a cause-and-effect diagram for the recreation comforting degree model in Wuyishan national park. This integrated approach provides a more comprehensive and systematic assessment compared to traditional single-method assessments, particularly advantageous in addressing the inherent variability and complexity associated with assessing recreation comforting degree of national parks. The results indicated that physiological comforting degree emerged as the most significant dimension influencing recreation comforting degree. Additionally, factors such as attaining positive emotions, sharing online, evoking tourism memories, undergoing a spiritual cleansing, and appreciate local culture exhibited positive influences on the sub-criteria of recreation comforting degree. This study provides practitioners with a practical and informed decision-making tool to enhance tourists' perceived transformative experience in national parks.

Indexed as

MCDMNational parkRecreation comfortingTourist experience

Identifiers

PMID40847034
PMCPMC12373734

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.