Internet, transportation infrastructure and the spatial structure of urban employment in China

IF 4.4 1区 经济学 Q1 ECONOMICS
Sixu Wu, Panpan Wang, Bindong Sun
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引用次数: 0

Abstract

ABSTRACTThis study revealed the non-linear impact of the internet on the spatial structure of intracity employment and how transportation infrastructure moderates this non-linear impact. Using data from 22.47 million enterprises from the China Economic Census of 2004, 2008 and 2013, we found that (1) on average, the internet promotes urban employment agglomeration, but this agglomeration effect diminishes marginally as internet penetration increases; (2) the internet promotes the secondary sector to agglomerate first and then disperse, while it only has an agglomeration effect on the tertiary sector; and (3) improvements in the transportation infrastructure diminish the internet’s agglomeration effect.KEYWORDS: internet; spatial structure of urban employment; transportation infrastructure; non-linear impactJEL: O18, O33, R12 ACKNOWLEDGEMENTSThe authors thank the editors and anonymous referees for very constructive comments on this paper.AUTHOR CONTRIBUTIONSSixu Wu and Panpan Wang contributed equally to this paper.DISCLOSURE STATEMENTNo potential conflict of interest was reported by the authors.Notes1. According to the regression results of the DELTA index, when the road area per resident exceeds 23 m2, the value of (−0.101 + 0.032 × ln(Road density)) changes from negative to positive, and the impact of the internet changes from an inverted to a positive ‘U’-curve. In the sample of 289 cities in this study, only 19 cities have a road area per resident exceeding this threshold. In the same way, the threshold of expressway density is 55 m/km2, the threshold of the number of buses per 10,000 residents is 20, and the threshold of the number of taxis per 10,000 residents is 4.Additional informationFundingThis study was supported by the National Natural Science Foundation of China [grant number 72303027]; the Zhejiang Provincial Philosophy and Social Science Planning Project of China [grant number 23NDJC023Z]; the National Natural Science Foundation of China [grant number 42071210]; the Fundamental Research Funds for the Central Universities [grant number 2022ECNU-XWK-XK001]; the Fundamental Research Funds for the Central Universities [grant number 2242023S20013]; and the National Natural Science Foundation of China [grant number 71874084].
互联网、交通基础设施与中国城镇就业空间结构
摘要本研究揭示了互联网对城市就业空间结构的非线性影响,以及交通基础设施如何调节这种非线性影响。利用2004年、2008年和2013年中国经济普查2247万家企业的数据,我们发现(1)互联网平均促进了城市就业集聚,但随着互联网普及率的提高,这种集聚效应略有减弱;(2)互联网促进第二产业先聚集后分散,仅对第三产业具有集聚效应;(3)交通基础设施的改善削弱了互联网的集聚效应。关键词:互联网;城市就业空间结构;交通基础设施;非线性影响[j]: 18, 33, 12致谢作者感谢编辑和匿名审稿人对本文的建设性意见。吴思素和王盼盼对本文也有贡献。披露声明作者未报告潜在的利益冲突。根据DELTA指数的回归结果,当人均道路面积超过23 m2时,(- 0.101 + 0.032 × ln(道路密度))的值由负向正变化,互联网的影响由倒U型曲线变为正U型曲线。在本研究的289个城市样本中,只有19个城市的人均道路面积超过了这一阈值。同样,高速公路密度阈值为55 m/km2,每万居民公交车数量阈值为20辆,每万居民出租车数量阈值为4辆。本研究由中国国家自然科学基金资助[批准号:72303027];浙江省哲学社会科学规划项目[批准号23NDJC023Z];国家自然科学基金项目[批准号42071210];中央高校基本科研业务费专项资金[批准号2022ECNU-XWK-XK001];中央高校基本科研业务费专项资金[批准号:2242023S20013];国家自然科学基金[批准号:71874084]。
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来源期刊
Regional Studies
Regional Studies Multiple-
CiteScore
9.30
自引率
13.00%
发文量
0
期刊介绍: Regional Studies is a leading international journal covering the development of theories and concepts, empirical analysis and policy debate in the field of regional studies. The journal publishes original research spanning the economic, social, political and environmental dimensions of urban and regional (subnational) change. The distinctive purpose of Regional Studies is to connect insights across intellectual disciplines in a systematic and grounded way to understand how and why regions and cities evolve. It publishes research that distils how economic and political processes and outcomes are contingent upon regional and local circumstances. The journal is a pluralist forum, which showcases diverse perspectives and analytical techniques. Essential criteria for papers to be accepted for Regional Studies are that they make a substantive contribution to scholarly debates, are sub-national in focus, conceptually well-informed, empirically grounded and methodologically sound. Submissions are also expected to engage with wider debates that advance the field of regional studies and are of interest to readers of the journal.
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