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On the importance of Shenzhen metro transit to land development and threshold effect

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  • Yang, Jiawen
  • Su, Pinren
  • Cao, Jason

Abstract

Previous studies explore the impact of rail transit on land development and identify the size of its impact area. However, many pre-specify their relationship as linear or quadratic. This restrictive assumption biases the estimate for rail transit impact. To relax this assumption, this study employs gradient boosting decision trees to the 2008 and 2014 building census data in Shenzhen, China, and examines the nonlinear relationship between distance to metro stations and land development intensity, i.e., changes in floor area. We find that metro transit is more important in predicting changes in floor areas than other transportation infrastructures. Distance to metro station shows a threshold effect on development intensity, with the effect extending to 1.25 km from the station. Metro stations and land availability have a synergistic effect, strengthening the development of adjacent lands. Overall, metro transit and supportive policies are important instruments to shape urban form in urbanizing China.

Suggested Citation

  • Yang, Jiawen & Su, Pinren & Cao, Jason, 2020. "On the importance of Shenzhen metro transit to land development and threshold effect," Transport Policy, Elsevier, vol. 99(C), pages 1-11.
  • Handle: RePEc:eee:trapol:v:99:y:2020:i:c:p:1-11
    DOI: 10.1016/j.tranpol.2020.08.014
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    References listed on IDEAS

    as
    1. Yang, Jiawen & Chen, Junxian & Le, Xiaohui & Zhang, Qin, 2016. "Density-oriented versus development-oriented transit investment: Decoding metro station location selection in Shenzhen," Transport Policy, Elsevier, vol. 51(C), pages 93-102.
    2. Hurst, Needham B. & West, Sarah E., 2014. "Public transit and urban redevelopment: The effect of light rail transit on land use in Minneapolis, Minnesota," Regional Science and Urban Economics, Elsevier, vol. 46(C), pages 57-72.
    3. Atkinson-Palombo, Carol & Kuby, Michael J., 2011. "The geography of advance transit-oriented development in metropolitan Phoenix, Arizona, 2000–2007," Journal of Transport Geography, Elsevier, vol. 19(2), pages 189-199.
    4. 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.
    5. Xu, Tao & Zhang, Ming, 2016. "Tailoring empirical research on transit access premiums for planning applications," Transport Policy, Elsevier, vol. 51(C), pages 49-60.
    6. Zhao, Liyuan & Shen, Le, 2019. "The impacts of rail transit on future urban land use development: A case study in Wuhan, China," Transport Policy, Elsevier, vol. 81(C), pages 396-405.
    7. Wang, Dongeen & Lin, Tao, 2014. "Residential self-selection, built environment, and travel behavior in the Chinese context," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 7(3), pages 5-14.
    8. Zhirong (Jerry) Zhao & Michael Iacono & David Levinson, 2009. "Value Capture for Transportation Finance," Working Papers 000064, University of Minnesota: Nexus Research Group.
    9. Dena Kasraian & Kees Maat & Dominic Stead & Bert van Wee, 2016. "Long-term impacts of transport infrastructure networks on land-use change: an international review of empirical studies," Transport Reviews, Taylor & Francis Journals, vol. 36(6), pages 772-792, November.
    10. Cao, Xinyu (Jason) & Porter-Nelson, Dean, 2016. "Real estate development in anticipation of the Green Line light rail transit in St. Paul," Transport Policy, Elsevier, vol. 51(C), pages 24-32.
    11. Zheng, Siqi & Hu, Xiaoke & Wang, Jianghao & Wang, Rui, 2016. "Subways near the subway: Rail transit and neighborhood catering businesses in Beijing," Transport Policy, Elsevier, vol. 51(C), pages 81-92.
    12. Tao, Tao & Wang, Jueyu & Cao, Xinyu, 2020. "Exploring the non-linear associations between spatial attributes and walking distance to transit," Journal of Transport Geography, Elsevier, vol. 82(C).
    13. Yang, Jiawen & Quan, Jige & Yan, Bin & He, Canfei, 2016. "Urban rail investment and transit-oriented development in Beijing: Can it reach a higher potential?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 89(C), pages 140-150.
    14. Wang, Jinshuo & Samsura, D. Ary A. & van der Krabben, Erwin, 2019. "Institutional barriers to financing transit-oriented development in China: Analyzing informal land value capture strategies," Transport Policy, Elsevier, vol. 82(C), pages 1-10.
    15. Bhattacharjee, Sutapa & Goetz, Andrew R., 2016. "The rail transit system and land use change in the Denver metro region," Journal of Transport Geography, Elsevier, vol. 54(C), pages 440-450.
    16. Shengxiao Li & Luoye Chen & Pengjun Zhao, 2019. "The impact of metro services on housing prices: a case study from Beijing," Transportation, Springer, vol. 46(4), pages 1291-1317, August.
    17. Qing Shen & Simin Xu & Jiang Lin, 2018. "Effects of bus transit-oriented development (BTOD) on single-family property value in Seattle metropolitan area," Urban Studies, Urban Studies Journal Limited, vol. 55(13), pages 2960-2979, October.
    18. Guan, ChengHe, 2019. "Spatial distribution of high-rise buildings and its relationship to public transit development in Shanghai," Transport Policy, Elsevier, vol. 81(C), pages 371-380.
    19. Deboosere, Robbin & El-Geneidy, Ahmed M. & Levinson, David, 2018. "Accessibility-oriented development," Journal of Transport Geography, Elsevier, vol. 70(C), pages 11-20.
    20. Bollinger, Christopher R. & Ihlanfeldt, Keith R., 1997. "The Impact of Rapid Rail Transit on Economic Development: The Case of Atlanta's MARTA," Journal of Urban Economics, Elsevier, vol. 42(2), pages 179-204, September.
    21. Bollinger, Christopher R. & Ihlanfeldt, Keith R., 2003. "The intraurban spatial distribution of employment: which government interventions make a difference?," Journal of Urban Economics, Elsevier, vol. 53(3), pages 396-412, May.
    22. Ahmed El-Geneidy & Michael Grimsrud & Rania Wasfi & Paul Tétreault & Julien Surprenant-Legault, 2014. "New evidence on walking distances to transit stops: identifying redundancies and gaps using variable service areas," Transportation, Springer, vol. 41(1), pages 193-210, January.
    23. Cervero, Robert B., 2013. "Linking urban transport and land use in developing countries," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 6(1), pages 7-24.
    24. Wang, Jueyu & Cao, Xinyu, 2017. "Exploring built environment correlates of walking distance of transit egress in the Twin Cities," Journal of Transport Geography, Elsevier, vol. 64(C), pages 132-138.
    25. Wang, Yiming & Feng, Suwei & Deng, Zhongwei & Cheng, Shuangyu, 2016. "Transit premium and rent segmentation: A spatial quantile hedonic analysis of Shanghai Metro," Transport Policy, Elsevier, vol. 51(C), pages 61-69.
    26. Zhong, Haotian & Li, Wei, 2016. "Rail transit investment and property values: An old tale retold," Transport Policy, Elsevier, vol. 51(C), pages 33-48.
    27. Matthias Schonlau, 2005. "Boosted regression (boosting): An introductory tutorial and a Stata plugin," Stata Journal, StataCorp LP, vol. 5(3), pages 330-354, September.
    28. Rodriguez, Daniel A. & Vergel-Tovar, Erik & Camargo, William F., 2016. "Land development impacts of BRT in a sample of stops in Quito and Bogotá," Transport Policy, Elsevier, vol. 51(C), pages 4-14.
    29. Cervero, Robert & Landis, John, 1997. "Twenty years of the Bay Area Rapid Transit system: Land use and development impacts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(4), pages 309-333, July.
    30. Mulley, Corinne & Tsai, Chi-Hong (Patrick), 2016. "When and how much does new transport infrastructure add to property values? Evidence from the bus rapid transit system in Sydney, Australia," Transport Policy, Elsevier, vol. 51(C), pages 15-23.
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    5. Ying Liang & Wei Song & Xiaofeng Dong, 2021. "Evaluating the Space Use of Large Railway Hub Station Areas in Beijing toward Integrated Station-City Development," Land, MDPI, vol. 10(11), pages 1-22, November.
    6. Yang, Jiawen & Cao, Jason & Zhou, Yufei, 2021. "Elaborating non-linear associations and synergies of subway access and land uses with urban vitality in Shenzhen," Transportation Research Part A: Policy and Practice, Elsevier, vol. 144(C), pages 74-88.

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