{"title":"交通基础设施对金融集聚的空间影响:知识溢出的调节作用","authors":"Ke Lu, Yunlin Wei","doi":"10.1016/j.tranpol.2025.04.031","DOIUrl":null,"url":null,"abstract":"<div><div>With the rapid development of economy and ongoing financial reform in China, the phenomenon of financial agglomeration has aroused considerable attention. Currently, the determinants for financial agglomeration have been extensively studied. However, there remains a dearth of research exploring the relationship between transportation infrastructure and financial agglomeration from the perspective of external factors. To better understand the impact of transportation infrastructure on financial agglomeration, this study considers knowledge spillovers as a moderating factor. An empirical analysis was conducted using data collected in China from 2003 to 2022. The Spatial Durbin Model was employed to analyze the spatial impact of transportation infrastructure on financial agglomeration. Moreover, the moderating effect of knowledge spillovers and heterogeneity across geographical regions and urban scales was investigated. The results indicate that: (1) The development of transportation infrastructure has been evidenced to promote financial agglomeration. (2) Knowledge spillovers, as a moderating variable, weakens the driving effect of transportation infrastructure on financial agglomeration. (3) Transportation infrastructure enhances financial agglomeration in eastern and large-scale regions. Conversely, in western and small-scale regions, its impact is not significant. The findings shed light on the understanding of relationship between transportation infrastructure and financial agglomeration, and provide practical insights for policymakers.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"169 ","pages":"Pages 150-166"},"PeriodicalIF":6.3000,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring spatial impacts of transportation infrastructure on financial agglomeration: A moderating role of knowledge spillovers\",\"authors\":\"Ke Lu, Yunlin Wei\",\"doi\":\"10.1016/j.tranpol.2025.04.031\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>With the rapid development of economy and ongoing financial reform in China, the phenomenon of financial agglomeration has aroused considerable attention. Currently, the determinants for financial agglomeration have been extensively studied. However, there remains a dearth of research exploring the relationship between transportation infrastructure and financial agglomeration from the perspective of external factors. To better understand the impact of transportation infrastructure on financial agglomeration, this study considers knowledge spillovers as a moderating factor. An empirical analysis was conducted using data collected in China from 2003 to 2022. The Spatial Durbin Model was employed to analyze the spatial impact of transportation infrastructure on financial agglomeration. Moreover, the moderating effect of knowledge spillovers and heterogeneity across geographical regions and urban scales was investigated. The results indicate that: (1) The development of transportation infrastructure has been evidenced to promote financial agglomeration. (2) Knowledge spillovers, as a moderating variable, weakens the driving effect of transportation infrastructure on financial agglomeration. (3) Transportation infrastructure enhances financial agglomeration in eastern and large-scale regions. Conversely, in western and small-scale regions, its impact is not significant. The findings shed light on the understanding of relationship between transportation infrastructure and financial agglomeration, and provide practical insights for policymakers.</div></div>\",\"PeriodicalId\":48378,\"journal\":{\"name\":\"Transport Policy\",\"volume\":\"169 \",\"pages\":\"Pages 150-166\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-05-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transport Policy\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0967070X25001738\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transport Policy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0967070X25001738","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
Exploring spatial impacts of transportation infrastructure on financial agglomeration: A moderating role of knowledge spillovers
With the rapid development of economy and ongoing financial reform in China, the phenomenon of financial agglomeration has aroused considerable attention. Currently, the determinants for financial agglomeration have been extensively studied. However, there remains a dearth of research exploring the relationship between transportation infrastructure and financial agglomeration from the perspective of external factors. To better understand the impact of transportation infrastructure on financial agglomeration, this study considers knowledge spillovers as a moderating factor. An empirical analysis was conducted using data collected in China from 2003 to 2022. The Spatial Durbin Model was employed to analyze the spatial impact of transportation infrastructure on financial agglomeration. Moreover, the moderating effect of knowledge spillovers and heterogeneity across geographical regions and urban scales was investigated. The results indicate that: (1) The development of transportation infrastructure has been evidenced to promote financial agglomeration. (2) Knowledge spillovers, as a moderating variable, weakens the driving effect of transportation infrastructure on financial agglomeration. (3) Transportation infrastructure enhances financial agglomeration in eastern and large-scale regions. Conversely, in western and small-scale regions, its impact is not significant. The findings shed light on the understanding of relationship between transportation infrastructure and financial agglomeration, and provide practical insights for policymakers.
期刊介绍:
Transport Policy is an international journal aimed at bridging the gap between theory and practice in transport. Its subject areas reflect the concerns of policymakers in government, industry, voluntary organisations and the public at large, providing independent, original and rigorous analysis to understand how policy decisions have been taken, monitor their effects, and suggest how they may be improved. The journal treats the transport sector comprehensively, and in the context of other sectors including energy, housing, industry and planning. All modes are covered: land, sea and air; road and rail; public and private; motorised and non-motorised; passenger and freight.