Evidence map›Paper›PMID 41145648›Full record

ArticleScientific reports2025

Coupling coordination and driving mechanism between tourism development, ecological conservation and digital economy: insights from Chinese 278 cities.

Ziqi Pan, Yuyan Luo, Yue Wang, Jiali Ji, Bin Lai

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Ziqi PanCollege of Management Science, Chengdu University of Technology, Chengdu, 610059, China.
Yuyan LuoCollege of Management Science, Chengdu University of Technology, Chengdu, 610059, China. luoyuyan13@mail.cdut.edu.cn.
Yue WangCollege of Management Science, Chengdu University of Technology, Chengdu, 610059, China.
Jiali JiCollege of Management Science, Chengdu University of Technology, Chengdu, 610059, China.
Bin LaiCollege of Management Science, Chengdu University of Technology, Chengdu, 610059, China.

Funding

National Social Science Fund of China 23XGL003
6 · The paper itself

Abstract

Tourism development faces significant challenges, including ecological degradation, resource over-exploitation, and ecosystem decline. The digital economy, as a new industrial driver, has not only revolutionized tourism's production and consumption models but also emerged as a critical force in promoting its low-carbon transition. This study examines the coupling coordination among tourism development, ecological conservation, and digital economy (TED) to advance sustainability in tourist destinations. Specifically, it evaluates the TED coupling coordination degree (CCD) across 278 Chinese cities from 2002 to 2022. Using coupling coordination model, standard deviation ellipse model and exploratory spatial data analysis, the study quantifies the spatiotemporal trends in TED's CCD. Additionally, the obstacle degree model and geographically and temporally weighted regression model are applied to explore the influencing factors and their spatiotemporal variability. The findings reveal the following: (1) From 2002 to 2019, TED system's CCD experienced an upward trend, followed by a decline from 2019 to 2022. (2) The center of gravity for TED coupling coordination shifted southeast (2002-2012), northwest (2012-2019), and southwest (2019-2022). (3) Significant agglomeration effects and spillover effects were observed in China's mega city clusters. (4) Tourism development subsystems and digital economy subsystems are the primary sources of coupling and coordination obstacles within the TED system. Industrial structure, developmental potential, cultural resources, educational attitudes, and economic development are key factors that can help overcome these obstacles. Notably, consumption capacity and government support sometimes exert negative effects. This study offers both theoretical insights and practical recommendations for achieving sustainable tourism development in China's digital economy era and provides valuable lessons for transforming and upgrading the tourism sector in other countries and regions.

Indexed as

ChinaCoupling coordinationDigital economyEcological conservationTourism development

Identifiers

PMID41145648
PMCPMC12559730

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.