RESEARCH ON THE IMPACT AND SPATIAL EFFECTS OF HIGH-SPEED TRANSPORTATION ON TOURISM DEVELOPMENT FROM THE DUAL PERSPECTIVE OF "PERFORMANCE": A CASE STUDY OF THE YANGTZE RIVER DELTA
GUO Xiang-yang1,2, MU Xue-qing3, MING Qing-zhong4
1. School of Business Administration, Guizhou University of Finance and Economics, Guiyang 550025, China;
2. Key Laboratory of Big Data Statistics and Analysis of Guizhou Province, Guiyang 550025, China;
3. School of Geographical Science, Nanjing Normal University, Nanjing 210023, China;
4. Institute of Tourism and Culture Industry, Yunnan University of Finance and Economics, Kunming 650221, China
Abstract:Based on the bivariate LISA model and the spatial Dubin model, this paper analysis the spatial effect of high-speed transport on tourism performance of the Yangtze River Delta region from 2005 to 2018.The results show that: 1) From 2005 to 2018, The spatial pattern of high-speed transport superiority in the Yangtze River Delta presents a spatial pattern of "high in the east and low in the west, high in the middle and low in the north and south wings". 2) The high-value areas of tourism scale and tourism effiency are mainly located near provincial capital cities and expressway trunk lines. 3) The high-speed traffic in the Yangtze River Delta has a significant positive driving effect on the tourism scale and tourism efficiency of the local and neighboring regions. 4) Economic strength, tourism resources endowment, etc. have positive effects on local tourism performance.
郭向阳, 穆学青, 明庆忠. “绩效”二元视角下高速交通对旅游发展的影响及空间效应研究——以长三角地区为例[J]. 人文地理, 2022, 37(3): 172-182.
GUO Xiang-yang, MU Xue-qing, MING Qing-zhong. RESEARCH ON THE IMPACT AND SPATIAL EFFECTS OF HIGH-SPEED TRANSPORTATION ON TOURISM DEVELOPMENT FROM THE DUAL PERSPECTIVE OF "PERFORMANCE": A CASE STUDY OF THE YANGTZE RIVER DELTA. HUMAN GEOGRAPHY, 2022, 37(3): 172-182.
张建春,陆林.芜湖长江大桥与安徽旅游交通条件的改善[J].人文地理,2002,17(4):75-79.[Zhang Jianchun, Lu Lin.Wuhu Changjiang bridge and the improvement of tourist traffic condition in Anhui province[J].Human Geography, 2002,17(4):75-79.]
[2]
郭向阳,穆学青,明庆忠,等.旅游地快速交通优势度与旅游流强度的空间耦合分析[J].地理研究,2019,38(5):1119-1135.[Guo Xiangyang, Mu Xueqing, Ming Qingzhong, et al.Spatial coupling between rapid traffic superiority degree and tourist flow intensity in tourist destinations[J].Geographical Research, 2019,38(5):1119-1135.]
[3]
Brida J G, Deidda M, Pulina M.Tourism and transport systems in mountain environments:Analysis of the economic efficiency of cableways in South Tyrol[J].Journal of Transport Geography, 2014,36(4):1-11.
[4]
Currie C, Falconer P.Maintaining sustainable island destinations in Scotland:The role of the transport-tourism relationship[J].Journal of Destination Marketing&Management, 2014,3(3):162-167.
[5]
郭向阳,穆学青,明庆忠.云南省旅游经济与交通系统耦合空间态势分析[J].经济地理,2017,37(9):200-206.[Guo Xiangyang, Mu Xueqing, Ming Qingzhong.Coupling space situation of tourism economy and traffic system in Yunnan[J].Economic Geography,2017,37(9):200-206.]
[6]
Can V V.Estimation of travel mode choice for domestic tourists to Nha Trang using the multinomial probit model[J].Transportation Research (Part A), 2013,49(1):149-159.
[7]
刘大均,陈君子,贾垚焱.高铁影响下成渝城市群旅游流网络的变化特征[J].世界地理研究,2020,29(3):549-556.[Liu Dajun, Chen Junzi,Jia Yaoyan.Characteristic of tourist flow network in Chengdu-Chongqing urban agglomeration under the in-fluence of highspeed railway[J].World Regional Studies, 2020,29(3):549-556.]
[8]
Huang T, Xi J C, Ge Q S.Spatial differentiation and integration optimization of an urban agglomeration tourism system under the influence of high-speed railway network evolution[J].Applied Spatial Analysis and Policy, 2019,12(2):349-376.
[9]
蒋海兵,刘建国,蒋金亮.高速铁路影响下的全国旅游景点可达性研究[J].旅游学刊,2014,29(7):58-67.[Jiang Haibing, Liu Jianguo,Jiang Jinliang.An analysis of the accessibility of China's tourist attractions under the impact of high-speed railway[J].Tourism Tribune, 2014,29(7):58-67.]
[10]
王兆峰,徐赛.不同交通方式对旅游效率的影响与评价——以张家界为例[J].地理科学,2018,38(7):1148-1155.[Wang Zhaofeng,Xu Sai.Influence and evaluation of different traffic modes on tourism efficiency:Taking Zhangjiajie as an example[J].Scientia Geographica Sinica, 2018,38(7):1148-1155.]
[11]
陈奥运.交通基础设施对旅游专业化的影响研究——基于省域空间面板数据的实证研究[D].北京:北京交通大学,2018:15-16.[Chen Aoyun.Research on the Impact of Transportation Infrastructure on Tourism Specialization:An Empirical Study Based on Provincial Spatial Panel Data[D].Beijing:Beijing Jiaotong University,2018:15-16.]
[12]
Khadaroo J, Seetanah B.The role of transport infrastructure in international tourism development:A gravity model approach[J].Tourism Management, 2008,29(5):831-840.
[13]
Albalate D, Campos J, Jiménez J L.Tourism and high speed rail in Spain:Does the AVE increase local visitors?[J].Annals of Tourism Research, 2017,65:71-82.
[14]
吴晋峰,潘旭莉.入境旅游流网络与航空网络的关系研究[J].旅游学刊,2010,25(11):39-43.[Wu Jinfeng, Pan Xuli.Study on the relationship between inbound tourism flows network and aviation network[J].Tourism Tribune, 2010,25(11):39-43.]
[15]
李磊,陆林,孙小龙,等.高铁沿线旅游流网络结构及其互动关系研究——以合福高铁沿线地区为例[J].人文地理,2020,35(1):132-140.[Li Lei, Lu Lin, Sun Xiaolong, et al.Study on the network structure and interactive relationship of tourism flow along highspeed railway:An example of Hefei-Fuzhou high-speed railway[J].Human Geography, 2020,35(1):132-140.]
[16]
Wang D, Niu Y, Qian J.Evolution and optimization of China's urban tourism spatial structure:A high speed rail perspective[J].Tourism Management, 2018,64(4):218-232.
[17]
郭向阳,穆学青,丁正山,等."交旅"融合下旅游效率与高速交通协调格局研究——以长三角41市为例[J].地理研究,2021,40(4):1042-1063.[Guo Xiangyang, Mu Xueqing, Ding Zhengshan, et al.The coordination pattern of tourism efficiency and high-speed transportation:A case study of 41 cities in the Yangtze River Delta[J].Geographical Research, 2021,40(4):1042-1063.]
[18]
Wang D, Chen T, Lu L.Mechanism and HSR effect of spatial structure of regional tourist flow:Case study of Beijing-Shanghai HSR in China[J].Acta Geographica Sinica, 2015,70(2):213-232.
[19]
马勇,李丽霞,任洁.神农架林区旅游经济-交通状况-生态环境协调发展研究[J].经济地理,2017,37(10):215-220,227.[Ma Yong,Li Lixia, Ren Jie.Coordination development research among the tourism economy-traffic condition-ecological environment in Shengnongjia forest district[J].Economic Geography, 2017,37(10):215-220,227.]
[20]
Liu L, Zhang M.High-speed rail impacts on travel times, accessibility, and economic productivity:A benchmarking analysis in citycluster regions of China[J].Journal of Transport Geography, 2018,73(12):25-40.
[21]
李如友,黄常州.中国交通基础设施对区域旅游发展的影响研究——基于门槛回归模型的证据[J].旅游科学,2015,29(2):1-13,27.[Li Ruyou, Huang Changzhou.Research on the impact of traffic infrastructure on regional tourism development in China:Based on the evidence of threshold regression model[J].Tourism Science,2015,29(2):1-13,27.]
[22]
时朋飞,李星明,熊元斌.区域美丽中国建设与旅游业发展耦合关联性测度及前景预测——以长江经济带11省市为例[J].中国软科学,2018(2):86-102.[Shi Pengfei, Li Xingming, Xiong Yuanbin.Coupling measurement and prospect forecast of regional "beautiful china" construction and tourism industry development:A case study of 11 provinces along the Yangtze river economic belt[J].China Soft Science, 2018(2):86-102.]
[23]
郭向阳,穆学青,明庆忠,等.旅游地交通服务功能与旅游强度协调时空分异特征——以云南省为例[J].自然资源学报,2020,35(6):1425-1444.[Guo Xiangyang, Mu Xueqing, Ming Qingzhong, et al.Spatial and temporal differentiation characteristics of transportation service function and tourism intensity coordination:A case study of Yunnan province[J].Journal of Natural Resources, 2020,35(6):1425-1444.]
[24]
Andersen P, Petersen N C.A procedure for ranking efficient units in data envelopment analysis[J].Management Science, 1993,39(10):1261-1264.
[25]
李平星,陈雯,孙伟.经济发达地区乡村地域多功能空间分异及影响因素——以江苏省为例[J].地理学报,2014,69(6):797-807.[Li Pingxing, Chen Wen, Sun Wei.Spatial differentiation and influencing factors of rural territorial multifunctions in developed regions:A case study of Jiangsu Province[J].Acta Geographica Sinica,2014,69(6):797-807.]
[26]
Anselin L, Kelejian H H.Testing for spatial error autocorrelation in the presence of endogenous regressors[J].International Regional Science Review, 1997,20(1/2):153-182.
[27]
王龙杰,曾国军,毕斗斗.信息化对旅游产业发展的空间溢出效应[J].地理学报,2019,74(2):366-378.[Wang Longjie, Zeng Guojun,Bi Doudou.Spatial spillover effects of ICT on tourism industry growth[J].Acta Geographica Sinica, 2019,74(2):366-378.]
[28]
穆学青,郭向阳,明庆忠.长江经济带旅游金融效率时空格局特征及空间效应[J].经济地理,2020,40(6):214-223.[Mu Xueqing, Guo Xiangyang, Ming Qinghzong.Temporal and spatial pattern characteristics and spatial effect of tourism financial efficiency in the Yangtze river economic belt[J].Economic Geography, 2020,40(6):214-223.]
[29]
金凤君,王成金,李秀伟.中国区域交通优势的甄别方法及应用分析[J].地理学报,2008,63(8):787-798.[Jin Fengjun, Wang Chengjin,Li Xiuwei.Discrimination method and its application analysis of regional transport superiority[J].Acta Geographica Sinica, 2008,63(8):787-798.]
[30]
吴威,曹有挥,曹卫东,等.长三角地区交通优势度的空间格局[J].地理研究,2011,30(12):2199-2208.[Wu Wei, Cao Youhui, Cao Weidong, et al.The pattern of transportation superiority in Yangtze River Delta[J].Geographical Research, 2011,30(12):2199-2208.]
[31]
黄睿,王坤,黄震方,等.绩效视角下区域旅游发展格局的时空动态及耦合关系——以泛长江三角洲为例[J].地理研究,2018,37(5):995-1008.[Huang Rui, Wang Kun, Huang Zhenfang, et al.Spatiotemporal dynamics and coupling relationship of regional tourism development pattern from the perspective of performance:A case study of Pan-Yangtze River Delta[J].Geographical Research, 2018,37(5):995-1008.]
[32]
王坤,黄震方,曹芳东,等.泛长三角洲城市旅游绩效空间格局演变及其影响因素[J].自然资源学报,2016,31(7):1149-1163.[Wang Kun, Huang Zhenfang, Cao Fangdong, et al.Spatial pattern evolution of urban tourism performance and its influence factors in PanYangtze River Delta[J].Journal of Natural Resources, 2016,31(7):1149-1163.]
[33]
方叶林,黄震方,王芳,等.中国大陆省际旅游效率时空演化及其俱乐部趋同研究[J].地理科学进展,2018,37(10):1392-1404.[Fang Yelin, Huang Zhenfang, Wang Fang, et al.Spatiotemporal evolution of provincial tourism efficiency and its club convergence in the Chinese mainland[J].Progress in Geography, 2018,37(10):1392-1404.]
[34]
吴玉鸣.旅游经济增长及其溢出效应的空间面板计量经济分析[J].旅游学刊,2014,29(2):16-24.[Wu Yuming.Spatial panel econometric analysis of tourism economic growth and its spillover effects[J].Tourism Tribune, 2014,29(2):16-24.]
[35]
Sun G, Han Y, Yu L.A study on relationship between foreign openness degree and inbound tourism development in China[J].International Journal of Business and Management, 2009,3(1):62-69.
[36]
Liu Y P, Li Y C, Parkpian P.Inbound tourism in Thailand:Market form and scale differentiation in ASEAN source countries[J].Tourism Management, 2018,64(1):22-36.
[37]
Lesage J P, Pace R K.Introduction to Spatial Econometrics[M].New York:Taylor&Francis Group, 2009:1-32.
[38]
Gao Y Y, Su W, Wang K N.Does high-speed rail boost tourism growth?New evidence from China[J].Tourism Management, 2019,72(6):220-231.
[39]
魏丽,卜伟,王梓利.高速铁路开通促进旅游产业效率提升了吗?——基于中国省级层面的实证分析[J].经济管理,2018,40(7):72-90.[Wei Li, Bu Wei, Wang Zili.Does the high-speed railway affect the tourism industry efficiency?Empirical evidence from Chinese provincial data[J].Business Management Journal, 2018,40(7):72-90.]