{"title":"高铁与中国城市产业升级:准实验研究","authors":"Yibo Qiao , Andrea Ascani","doi":"10.1016/j.apgeog.2025.103757","DOIUrl":null,"url":null,"abstract":"<div><div>This paper investigates the effect of High-speed Railway (HSR) on city industrial upgrading. Using the Annual Survey of Industrial Firms (1998–2015) and HSR opening information in China, we conduct a difference-in-differences-in-differences (DDD) analysis on 300 prefecture- and higher-level cities and 389 4-digit manufacturing industries. We find that HSR enables cities to enter more complex industries, and this result is robust under parallel trend test, placebo test, instrumental variable estimation, and other specifications. Mechanism analysis shows that HSR could promote city industrial upgrading by attracting foreign direct investment (FDI), producer services, and high-quality human capital. Heterogeneity analysis indicates that developed regions benefit more from HSR than undeveloped regions in industrial upgrading. We contribute to Evolutionary Economic Geography by considering HSR as a regional external linkage and by integrating causal analysis in the study of regional diversification.</div></div>","PeriodicalId":48396,"journal":{"name":"Applied Geography","volume":"184 ","pages":"Article 103757"},"PeriodicalIF":5.4000,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"High-speed railway and city industrial upgrading in China: A quasi-experimental study\",\"authors\":\"Yibo Qiao , Andrea Ascani\",\"doi\":\"10.1016/j.apgeog.2025.103757\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper investigates the effect of High-speed Railway (HSR) on city industrial upgrading. Using the Annual Survey of Industrial Firms (1998–2015) and HSR opening information in China, we conduct a difference-in-differences-in-differences (DDD) analysis on 300 prefecture- and higher-level cities and 389 4-digit manufacturing industries. We find that HSR enables cities to enter more complex industries, and this result is robust under parallel trend test, placebo test, instrumental variable estimation, and other specifications. Mechanism analysis shows that HSR could promote city industrial upgrading by attracting foreign direct investment (FDI), producer services, and high-quality human capital. Heterogeneity analysis indicates that developed regions benefit more from HSR than undeveloped regions in industrial upgrading. We contribute to Evolutionary Economic Geography by considering HSR as a regional external linkage and by integrating causal analysis in the study of regional diversification.</div></div>\",\"PeriodicalId\":48396,\"journal\":{\"name\":\"Applied Geography\",\"volume\":\"184 \",\"pages\":\"Article 103757\"},\"PeriodicalIF\":5.4000,\"publicationDate\":\"2025-08-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Geography\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0143622825002528\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GEOGRAPHY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Geography","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0143622825002528","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOGRAPHY","Score":null,"Total":0}
High-speed railway and city industrial upgrading in China: A quasi-experimental study
This paper investigates the effect of High-speed Railway (HSR) on city industrial upgrading. Using the Annual Survey of Industrial Firms (1998–2015) and HSR opening information in China, we conduct a difference-in-differences-in-differences (DDD) analysis on 300 prefecture- and higher-level cities and 389 4-digit manufacturing industries. We find that HSR enables cities to enter more complex industries, and this result is robust under parallel trend test, placebo test, instrumental variable estimation, and other specifications. Mechanism analysis shows that HSR could promote city industrial upgrading by attracting foreign direct investment (FDI), producer services, and high-quality human capital. Heterogeneity analysis indicates that developed regions benefit more from HSR than undeveloped regions in industrial upgrading. We contribute to Evolutionary Economic Geography by considering HSR as a regional external linkage and by integrating causal analysis in the study of regional diversification.
期刊介绍:
Applied Geography is a journal devoted to the publication of research which utilizes geographic approaches (human, physical, nature-society and GIScience) to resolve human problems that have a spatial dimension. These problems may be related to the assessment, management and allocation of the world physical and/or human resources. The underlying rationale of the journal is that only through a clear understanding of the relevant societal, physical, and coupled natural-humans systems can we resolve such problems. Papers are invited on any theme involving the application of geographical theory and methodology in the resolution of human problems.