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What matters in promoting new town by High-Speed Railway station? Evidence from China

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  • Liu, Yuting
  • Xu, Shuxian
  • Tian, Junfang
  • Liu, Tian-Liang
  • Dong, Tao

Abstract

While theoretically High-Speed Rail (HSR) should stimulate local development, in practice, the emergence of prosperous HSR-driven new towns is not always guaranteed. A depth and comprehensive exploration of determinants of HSR new town development, especially station-district conditions, is lacking. Using a dataset of newly constructed HSR stations in China for the period 2009–2019, we employ an interpretable model combining Gradient Boosting Decision Tree (GBDT) and SHapley Additive exPlanations (SHAP) to explore how macro-level urban development, the meso-level HSR station-district conditions, and the micro-level HSR station environment influence HSR station area development. The results indicate that travel convenience to HSR station and station location significantly enhance the development of HSR new towns. Public transit lines and metro have positive effects, and the distances to the city center or pre-existing station exhibit negative impacts. We also identify an inverse relationship that urban and station-district economic levels drive HSR new town development. What's more, we identify the nonlinear and threshold effects and analyze the interactive effects of different influencing factors. These findings offer new perspectives on the promotion of the efficient development of HSR new towns.

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  • Liu, Yuting & Xu, Shuxian & Tian, Junfang & Liu, Tian-Liang & Dong, Tao, 2024. "What matters in promoting new town by High-Speed Railway station? Evidence from China," Transport Policy, Elsevier, vol. 159(C), pages 241-253.
    • Handle: RePEc:eee:trapol:v:159:y:2024:i:c:p:241-253
    DOI: 10.1016/j.tranpol.2024.10.022
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    as
    1. Han, Dan & Wu, Shuping, 2023. "The capitalization and urbanization effect of subway stations: A network centrality perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    2. Liu, Liwen & Zhang, Ming, 2018. "High-speed rail impacts on travel times, accessibility, and economic productivity: A benchmarking analysis in city-cluster regions of China," Journal of Transport Geography, Elsevier, vol. 73(C), pages 25-40.
    3. Gibson, John & Olivia, Susan & Boe-Gibson, Geua & Li, Chao, 2021. "Which night lights data should we use in economics, and where?," Journal of Development Economics, Elsevier, vol. 149(C).
    4. Wang, Chao & Chen, Junjing & Li, Boyan & Chen, Nengcheng & Wang, Wei, 2023. "Impact of high-speed railway construction on spatial patterns of regional economic development along the route: A case study of the Shanghai–Kunming high-speed railway," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    5. Long, Fenjie & Zheng, Longfei & Song, Zhida, 2018. "High-speed rail and urban expansion: An empirical study using a time series of nighttime light satellite data in China," Journal of Transport Geography, Elsevier, vol. 72(C), pages 106-118.
    6. Chang, Zheng & Diao, Mi & Jing, Kecen & Li, Weifeng, 2021. "High-speed rail and industrial movement: Evidence from China's Greater Bay Area," Transport Policy, Elsevier, vol. 112(C), pages 22-31.
    7. Zhou, Zhengyi & Zhang, Anming, 2021. "High-speed rail and industrial developments: Evidence from house prices and city-level GDP in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 98-113.
    8. Fabian Wenner & Alain Thierstein, 2022. "High speed rail as urban generator? An analysis of land use change around European stations," European Planning Studies, Taylor & Francis Journals, vol. 30(2), pages 227-250, February.
    9. Wu, Rong & Li, Yingcheng & Wang, Shaojian, 2022. "Will the construction of high-speed rail accelerate urban land expansion? Evidences from Chinese cities," Land Use Policy, Elsevier, vol. 114(C).
    10. Ding, Chuan & Cao, Xinyu (Jason) & Næss, Petter, 2018. "Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo," Transportation Research Part A: Policy and Practice, Elsevier, vol. 110(C), pages 107-117.
    11. Guo, Yunxiang & Yu, Wenhao & Chen, Zhanlong & Zou, Renwei, 2020. "Impact of high-speed rail on urban economic development: An observation from the Beijing-Guangzhou line based on night-time light images," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    12. Wang, Lei & Yuan, Feng & Duan, Xuejun, 2018. "How high-speed rail service development influenced commercial land market dynamics: A case study of Jiangsu province, China," Journal of Transport Geography, Elsevier, vol. 72(C), pages 248-257.
    13. Zheng, Longfei & Long, Fenjie & Chang, Zheng & Ye, Jingsong, 2019. "Ghost town or city of hope? The spatial spillover effects of high-speed railway stations in China," Transport Policy, Elsevier, vol. 81(C), pages 230-241.
    14. Shao, Shuai & Tian, Zhihua & Yang, Lili, 2017. "High speed rail and urban service industry agglomeration: Evidence from China's Yangtze River Delta region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 174-183.
    15. Xu, Minhao & Shuai, Bin & Wang, Xin & Liu, Hongyi & Zhou, Hui, 2023. "Analysis of the accessibility of connecting transport at High-speed rail stations from the perspective of departing passengers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    16. Yang, Haoran & Zhang, Qinran & Helbich, Marco & Lu, Yi & He, Dongsheng & Ettema, Dick & Chen, Long, 2022. "Examining non-linear associations between built environments around workplace and adults’ walking behaviour in Shanghai, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 234-246.
    17. Lee, Yong Suk, 2018. "International isolation and regional inequality: Evidence from sanctions on North Korea," Journal of Urban Economics, Elsevier, vol. 103(C), pages 34-51.
    18. Ke, Xiao & Chen, Haiqiang & Hong, Yongmiao & Hsiao, Cheng, 2017. "Do China's high-speed-rail projects promote local economy?—New evidence from a panel data approach," China Economic Review, Elsevier, vol. 44(C), pages 203-226.
    19. Lu Yu, 2021. "Study on Treatment Effects and Spatial Spillover Effects of Beijing–Shanghai HSR on the cities along the line," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(3), pages 671-695, December.
    20. Mi Diao & Yi Zhu & Jiren Zhu, 2017. "Intra-city access to inter-city transport nodes: The implications of high-speed-rail station locations for the urban development of Chinese cities," Urban Studies, Urban Studies Journal Limited, vol. 54(10), pages 2249-2267, August.
    21. Chang, Zheng & Zheng, Longfei & Yang, Tianren & Long, Fenjie, 2022. "High-speed rail, new town development, and the spatial mismatch of land leases in China," Land Use Policy, Elsevier, vol. 115(C).
    22. Hodgson, Charles, 2018. "The effect of transport infrastructure on the location of economic activity: Railroads and post offices in the American West," Journal of Urban Economics, Elsevier, vol. 104(C), pages 59-76.
    23. (Ato) Xu, Wangtu & Huang, Ying, 2019. "The correlation between HSR construction and economic development – Empirical study of Chinese cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 24-36.
    24. Niu, Fangqu & Xin, Zhongling & Sun, Dongqi, 2021. "Urban land use effects of high-speed railway network in China: A spatial spillover perspective," Land Use Policy, Elsevier, vol. 105(C).
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    1. Xu, Tao Louie, 2025. "High-Speed Railway New Town Planning Constrains Later Urban Industrialisation: Evidence from Electricity Consumption," MPRA Paper 124235, University Library of Munich, Germany.

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