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THE CLUSTER INTENSITY OF CHINESE TOURISTS' SAFETY ACCIDENTS IN ASEAN SPATIO-TEMPORAL DIFFERENTIATION, DYNAMIC EVOLUTION AND DRIVING FACTORS
ZHANG Kun1, XIE Chao-wu1,2, ZHANG Yi-zhen3
1. College of Tourism, Huaqiao University, Quanzhou 362021, China;
2. Center for Tourism Safety & Security Research of China Tourism Academy, Quanzhou 362021, China;
3. School of Geography and Tourism, Anhui Normal University, Wuhu 241002, China

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Abstract  This study focuses on constructing a cluster intensity model for Chinese tourists' safety accidents in ASEAN. Convergence index, KDE, spatial auto-correlation and Markov chain were used to analyze the spatio-temporal differentiation, dynamic evolution, and driving factors of cluster intensity. The results show that: Firstly, the SD, CV, and GINI of the cluster intensity show a downward trend, suggesting α and absolute β convergence effects. The "peak" of the kernel density curve indicating an overall increase in the cluster intensity. Secondly, there is a spatial correlation in the cluster intensity, and the number of countries with high cluster intensity is expanding over time. Thirdly, the Markov chain transition probability matrix illustrates that the transfer of cluster intensity follows distinct geographical patterns, characterized by spatial locking effects, gradient changes, and continuous enrichment of transfer modes. Fourthly, a driving mechanism model of cluster intensity is constructed based on the 4M framework. The results demonstrate that tourist reception pressure, risks associated with transportation facilities, and risks related to the natural environment significantly influence cluster intensity. Social security risks partially inhibit cluster intensity through the "crowding out" effect of tourist flow, while safety management capability exhibits a noticeable negative inhibition on cluster intensity.
Key wordscluster of tourism safety accidents      dynamic evolution      driving factors      ASEAN region     
Received: 20 July 2022     
PACS: F592  
Corresponding Authors: 10.13959/j.issn.1003-2398.2023.06.016     E-mail: xiecwu@126.com。
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ZHANG Kun
XIE Chao-wu
ZHANG Yi-zhen
Cite this article:   
ZHANG Kun,XIE Chao-wu,ZHANG Yi-zhen. THE CLUSTER INTENSITY OF CHINESE TOURISTS' SAFETY ACCIDENTS IN ASEAN SPATIO-TEMPORAL DIFFERENTIATION, DYNAMIC EVOLUTION AND DRIVING FACTORS[J]. HUMAN GEOGRAPHY, 2023, 38(6): 148-159.
URL:  
http://rwdl.xisu.edu.cn/EN/10.13959/j.issn.1003-2398.2023.06.016      OR     http://rwdl.xisu.edu.cn/EN/Y2023/V38/I6/148
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