通过产业集聚提高旅游业碳排放效率：来自中国的证据

IF 10.9 1区管理学 Q1 ENVIRONMENTAL STUDIES

Tourism Management Pub Date : 2025-03-04 DOI:10.1016/j.tourman.2025.105170

Hongwei Liu , Chongyang Wang , Henry Tsai

{"title":"通过产业集聚提高旅游业碳排放效率：来自中国的证据","authors":"Hongwei Liu , Chongyang Wang , Henry Tsai","doi":"10.1016/j.tourman.2025.105170","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates the impact of tourism industry agglomeration (TIA) on regional tourism carbon emission efficiency (TCE) across 30 Chinese provinces from 2008 to 2019. A game cross-efficiency model is applied to measure TCE, while a spatial Durbin model and a geographically and temporally weighted regression model are used to analyze the spatial spillover effect and spatial-temporal heterogeneity of TIA on TCE, respectively. The results reveal the following: first, an inverted U-shaped non-linear relationship exists between TIA and TCE, with TIA levels in one region also affecting TCE in neighboring regions; second, locally TIA exhibits spatially heterogeneous effects on TCE across the 30 provinces. These findings provide valuable insights into the spatial dynamics and inter-regional impacts of TIA on TCE.</div></div>","PeriodicalId":48469,"journal":{"name":"Tourism Management","volume":"110 ","pages":"Article 105170"},"PeriodicalIF":10.9000,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhancing tourism carbon emission efficiency through industry agglomeration: Evidence from China\",\"authors\":\"Hongwei Liu , Chongyang Wang , Henry Tsai\",\"doi\":\"10.1016/j.tourman.2025.105170\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates the impact of tourism industry agglomeration (TIA) on regional tourism carbon emission efficiency (TCE) across 30 Chinese provinces from 2008 to 2019. A game cross-efficiency model is applied to measure TCE, while a spatial Durbin model and a geographically and temporally weighted regression model are used to analyze the spatial spillover effect and spatial-temporal heterogeneity of TIA on TCE, respectively. The results reveal the following: first, an inverted U-shaped non-linear relationship exists between TIA and TCE, with TIA levels in one region also affecting TCE in neighboring regions; second, locally TIA exhibits spatially heterogeneous effects on TCE across the 30 provinces. These findings provide valuable insights into the spatial dynamics and inter-regional impacts of TIA on TCE.</div></div>\",\"PeriodicalId\":48469,\"journal\":{\"name\":\"Tourism Management\",\"volume\":\"110 \",\"pages\":\"Article 105170\"},\"PeriodicalIF\":10.9000,\"publicationDate\":\"2025-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Tourism Management\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0261517725000408\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tourism Management","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0261517725000408","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}

引用次数: 0

摘要

本文研究了2008 - 2019年中国30个省份旅游产业集聚对区域旅游碳排放效率的影响。本文采用博弈交叉效率模型对TCE进行测度，采用空间Durbin模型和地理时间加权回归模型分别分析了TIA对TCE的空间溢出效应和时空异质性。研究结果表明：第一，旅游体验与TCE呈倒u型非线性关系，一个地区的旅游体验水平也会影响邻近地区的旅游体验；第二，地方科技创新对30个省份的科技创新表现出空间异质性。这些发现为TIA对TCE的空间动态和区域间影响提供了有价值的见解。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Enhancing tourism carbon emission efficiency through industry agglomeration: Evidence from China

This study investigates the impact of tourism industry agglomeration (TIA) on regional tourism carbon emission efficiency (TCE) across 30 Chinese provinces from 2008 to 2019. A game cross-efficiency model is applied to measure TCE, while a spatial Durbin model and a geographically and temporally weighted regression model are used to analyze the spatial spillover effect and spatial-temporal heterogeneity of TIA on TCE, respectively. The results reveal the following: first, an inverted U-shaped non-linear relationship exists between TIA and TCE, with TIA levels in one region also affecting TCE in neighboring regions; second, locally TIA exhibits spatially heterogeneous effects on TCE across the 30 provinces. These findings provide valuable insights into the spatial dynamics and inter-regional impacts of TIA on TCE.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Tourism Management Multiple-

CiteScore

24.10

自引率

7.90%

发文量

190

审稿时长

45 days

期刊介绍： Tourism Management, the preeminent scholarly journal, concentrates on the comprehensive management aspects, encompassing planning and policy, within the realm of travel and tourism. Adopting an interdisciplinary perspective, the journal delves into international, national, and regional tourism, addressing various management challenges. Its content mirrors this integrative approach, featuring primary research articles, progress in tourism research, case studies, research notes, discussions on current issues, and book reviews. Emphasizing scholarly rigor, all published papers are expected to contribute to theoretical and/or methodological advancements while offering specific insights relevant to tourism management and policy.