IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0171107.html
   My bibliography  Save this article

Measuring directional urban spatial interaction in China: A migration perspective

Author

Listed:
  • Fangzhou Li
  • Zhiming Feng
  • Peng Li
  • Zhen You

Abstract

The study of urban spatial interaction is closely linked to that of economic geography, urban planning, regional development, and so on. Currently, this topic is generating a great deal of interest among researchers who are striving to find accurate ways to measure urban spatial interaction. Classical spatial interaction models lack theoretical guidance and require complicated parameter-adjusting processes. The radiation model, however, as proposed by Simini et al. with rigorous formula derivation, can simulate directional urban spatial interaction. We applied the radiation model in China to simulate the directional migration number among 337 nationwide research units, comprising 4 municipalities and 333 prefecture-level cities. We then analyzed the overall situation in Chinese cities, the interaction intensity hierarchy, and the prime urban agglomerations from the perspective of migration. This was done to ascertain China’s urban spatial interaction and regional development from 2000 to 2010 to reveal ground realities.

Suggested Citation

  • Fangzhou Li & Zhiming Feng & Peng Li & Zhen You, 2017. "Measuring directional urban spatial interaction in China: A migration perspective," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-19, January.
    • Handle: RePEc:plo:pone00:0171107
    DOI: 10.1371/journal.pone.0171107
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0171107
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0171107&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0171107?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Lewis Dijkstra & Enrique Garcilazo & Philip McCann, 2013. "The Economic Performance of European Cities and City Regions: Myths and Realities," European Planning Studies, Taylor & Francis Journals, vol. 21(3), pages 334-354, March.
    2. David Levinson, 2012. "Network Structure and City Size," PLOS ONE, Public Library of Science, vol. 7(1), pages 1-11, January.
    3. Xibo Wang & Jianping Ge & Wendong Wei & Hanshi Li & Chen Wu & Ge Zhu, 2016. "Spatial Dynamics of the Communities and the Role of Major Countries in the International Rare Earths Trade: A Complex Network Analysis," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-22, May.
    4. Jacob J de Vries & Peter Nijkamp & Piet Rietveld, 2009. "Exponential or Power Distance-Decay for Commuting? An Alternative Specification," Environment and Planning A, , vol. 41(2), pages 461-480, February.
    5. Peter J. Taylor & Ben Derudder & James Faulconbridge & Michael Hoyler & Pengfei Ni, 2014. "Advanced Producer Service Firms as Strategic Networks, Global Cities as Strategic Places," Economic Geography, Clark University, vol. 90(3), pages 267-291, July.
    6. Wang, Yi & Cao, Jinde & Jin, Zhen & Zhang, Haifeng & Sun, Gui-Quan, 2013. "Impact of media coverage on epidemic spreading in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(23), pages 5824-5835.
    7. Filippo Simini & Marta C. González & Amos Maritan & Albert-László Barabási, 2012. "A universal model for mobility and migration patterns," Nature, Nature, vol. 484(7392), pages 96-100, April.
    8. Anjana Susarla & Jeong-Ha Oh & Yong Tan, 2012. "Social Networks and the Diffusion of User-Generated Content: Evidence from YouTube," Information Systems Research, INFORMS, vol. 23(1), pages 23-41, March.
    9. Yu Liu & Zhengwei Sui & Chaogui Kang & Yong Gao, 2014. "Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-11, January.
    10. Peter J. Taylor & Ben Derudder & James Faulconbridge & Michael Hoyler & Pengfei Ni, 2014. "Advanced Producer Service Firms as Strategic Networks, Global Cities as Strategic Places," Economic Geography, Taylor & Francis Journals, vol. 90(3), pages 267-291, July.
    11. Kam Wing Chan, 2010. "The Household Registration System and Migrant Labor in China: Notes on a Debate," Population and Development Review, The Population Council, Inc., vol. 36(2), pages 357-364, June.
    12. Yihui Ren & Mária Ercsey-Ravasz & Pu Wang & Marta C. González & Zoltán Toroczkai, 2014. "Predicting commuter flows in spatial networks using a radiation model based on temporal ranges," Nature Communications, Nature, vol. 5(1), pages 1-9, December.
    13. James Truscott & Neil M Ferguson, 2012. "Evaluating the Adequacy of Gravity Models as a Description of Human Mobility for Epidemic Modelling," PLOS Computational Biology, Public Library of Science, vol. 8(10), pages 1-12, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xia, Chang & Zhang, Anqi & Wang, Haijun & Zhang, Boen & Zhang, Yan, 2019. "Bidirectional urban flows in rapidly urbanizing metropolitan areas and their macro and micro impacts on urban growth: A case study of the Yangtze River middle reaches megalopolis, China," Land Use Policy, Elsevier, vol. 82(C), pages 158-168.
    2. Xia, Chang & Zhang, Anqi & Wang, Haijun & Liu, Jiafeng, 2020. "Delineating early warning zones in rapidly growing metropolitan areas by integrating a multiscale urban growth model with biogeography-based optimization," Land Use Policy, Elsevier, vol. 90(C).
    3. Xubei Luo & Nong Zhu, 2022. "Migration, Agglomeration and Attractiveness of Cities in China," Working Papers hal-03606056, HAL.
    4. Kalandi Charan Pradhan & K. Narayanan, 2019. "Intensity of labour migration and its determinants: insights from Indian semi-arid villages," Asia-Pacific Journal of Regional Science, Springer, vol. 3(3), pages 955-994, October.
    5. Mengyao Ren & Yaoyu Lin & Meihan Jin & Zhongyuan Duan & Yongxi Gong & Yu Liu, 2020. "Examining the effect of land-use function complementarity on intra-urban spatial interactions using metro smart card records," Transportation, Springer, vol. 47(4), pages 1607-1629, August.
    6. Zhen You & Zhiming Feng & Yalin Lei & Yanzhao Yang & Fangzhou Li, 2017. "Regional Features and National Differences in Population Distribution in China’s Border Regions (2000–2015)," Sustainability, MDPI, vol. 9(3), pages 1-14, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lenormand, Maxime & Bassolas, Aleix & Ramasco, José J., 2016. "Systematic comparison of trip distribution laws and models," Journal of Transport Geography, Elsevier, vol. 51(C), pages 158-169.
    2. Zachary P Neal, 2017. "Well connected compared to what? Rethinking frames of reference in world city network research," Environment and Planning A, , vol. 49(12), pages 2859-2877, December.
    3. Huang, Feihu & Qiao, Shaojie & Peng, Jian & Guo, Bing & Xiong, Xi & Han, Nan, 2019. "A movement model for air passengers based on trip purpose," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 525(C), pages 798-808.
    4. Xu Zhang, 2018. "Multiple creators of knowledge-intensive service networks: A case study of the Pearl River Delta city-region," Urban Studies, Urban Studies Journal Limited, vol. 55(9), pages 2000-2019, July.
    5. Peng Gao & Dan He & Zhijing Sun & Yuemin Ning, 2020. "Characterizing functionally integrated regions in the Central Yangtze River Megaregion from a city‐network perspective," Growth and Change, Wiley Blackwell, vol. 51(3), pages 1357-1379, September.
    6. Chaogui Kang & Yu Liu & Diansheng Guo & Kun Qin, 2015. "A Generalized Radiation Model for Human Mobility: Spatial Scale, Searching Direction and Trip Constraint," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-11, November.
    7. Yang, Xiping & Fang, Zhixiang & Xu, Yang & Yin, Ling & Li, Junyi & Lu, Shiwei, 2019. "Spatial heterogeneity in spatial interaction of human movements—Insights from large-scale mobile positioning data," Journal of Transport Geography, Elsevier, vol. 78(C), pages 29-40.
    8. van den Buuse, Daniel & Kolk, Ans, 2019. "An exploration of smart city approaches by international ICT firms," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 220-234.
    9. Kirsten Martinus & Matthew Tonts, 2015. "Powering the world city system: energy industry networks and interurban connectivity," Environment and Planning A, , vol. 47(7), pages 1502-1520, July.
    10. Liena Kano & Eric W. K. Tsang & Henry Wai-chung Yeung, 2020. "Global value chains: A review of the multi-disciplinary literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 577-622, June.
    11. Christophe Sohn & Julien Licheron & Evert Meijers, 2022. "Border cities: Out of the shadow," Papers in Regional Science, Wiley Blackwell, vol. 101(2), pages 417-438, April.
    12. Xiaoxia Gong & Fanglei Zhong, 2021. "The Impact of Borrowing Size on the Economic Development of Small and Medium-Sized Cities in China," Land, MDPI, vol. 10(2), pages 1-18, January.
    13. Tianling Zhang & Panda Su & Hongbing Deng, 2021. "Does the Agglomeration of Producer Services and the Market Entry of Enterprises Promote Carbon Reduction? An Empirical Analysis of the Yangtze River Economic Belt," Sustainability, MDPI, vol. 13(24), pages 1-21, December.
    14. Senhua Huang & Wenzhong Ye & Feng Han, 2023. "Does the Digital Economy Promote Industrial Collaboration and Agglomeration? Evidence from 286 Cities in China," Sustainability, MDPI, vol. 15(19), pages 1-24, October.
    15. Chen, Ya & Li, Xue & Zhang, Richong & Huang, Zi-Gang & Lai, Ying-Cheng, 2020. "Instantaneous success and influence promotion in cyberspace — how do they occur?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 556(C).
    16. Yang, Yitao & Jia, Bin & Yan, Xiao-Yong & Zhi, Danyue & Song, Dongdong & Chen, Yan & de Bok, Michiel & Tavasszy, Lóránt A. & Gao, Ziyou, 2023. "Uncovering and modeling the hierarchical organization of urban heavy truck flows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
    17. Moises Lenyn Obaco Alvarez & Vicente Royuela & Xavier Vítores, 2016. "Computing functional urban areas using a hierarchical travel time approach," ERSA conference papers ersa16p238, European Regional Science Association.
    18. Wang, Hongzheng & Lu, Xinhai & Feng, Lianyue & Yuan, Zhihang & Tang, Yifeng & Jiang, Xu, 2023. "Dynamic change and evolutionary mechanism of city land leasing network—Taking the Yangtze River Delta region in China as an example," Land Use Policy, Elsevier, vol. 132(C).
    19. Albert Solé-Ribalta & Sergio Gómez & Alex Arenas, 2018. "Decongestion of Urban Areas with Hotspot Pricing," Networks and Spatial Economics, Springer, vol. 18(1), pages 33-50, March.
    20. Christoph Stich & Emmanouil Tranos & Max Nathan, 2023. "Modeling clusters from the ground up: A web data approach," Environment and Planning B, , vol. 50(1), pages 244-267, January.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0171107. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.