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Can Population Mobility Make Cities More Resilient? Evidence from the Analysis of Baidu Migration Big Data in China

Author

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  • Yu Chen

    (School of Economics and Management, Zhengzhou University of Light Industry, Science Avenue 136, Zhengzhou 450000, China)

  • Keyang Li

    (School of Economics and Management, Zhengzhou University of Light Industry, Science Avenue 136, Zhengzhou 450000, China)

  • Qian Zhou

    (Economics School, Zhongnan University of Economics and Law, Nanhu Avenue 182, Wuhan 430073, China)

  • Yuxin Zhang

    (Jingsh Lawyers Building, No. 37, East Forth Ring Middle Road, Beijing 100000, China)

Abstract

Knowledge spillover and capital agglomeration caused by population migration behavior are of great significance for improving the carrying capacity and adaptability of the urban economy and promoting high-quality economic development. Based on the big data collected on urban migration during the Spring Festival travel period, this paper constructs geographic, economic and geo-economic matrices, introduces two instrumental variables, and uses a spatial econometric model to investigate the mechanism between population mobility and urban economic resilience. The results show that (1) urban economic resilience exhibits spatial correlation, and the correlation order is geo-economic matrix > economic matrix > geography matrix; (2) the economic resilience of inflow areas is significantly affected by the net inflow of population, and the urban economic resilience index increases by 0.36–0.56% when the population mobility index increases by one unit; (3) in the case of economic and geo-economic matrices, there is a spatial interaction relationship of neighbor-companion in the mechanism of population migration on urban economic resilience; and (4) the mechanism is significantly impacted by innovation input and fixed asset investment, with positive moderating effects. In the geographical and economic matrices, the innovation input effect has a negative externality, while in the economic and geo-economic matrices, the fixed asset investment effect has a positive externality.

Suggested Citation

  • Yu Chen & Keyang Li & Qian Zhou & Yuxin Zhang, 2022. "Can Population Mobility Make Cities More Resilient? Evidence from the Analysis of Baidu Migration Big Data in China," IJERPH, MDPI, vol. 20(1), pages 1-25, December.
    • Handle: RePEc:gam:jijerp:v:20:y:2022:i:1:p:36-:d:1009325
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    1. Christopher G. Burton, 2015. "A Validation of Metrics for Community Resilience to Natural Hazards and Disasters Using the Recovery from Hurricane Katrina as a Case Study," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(1), pages 67-86, January.
    2. Christoph Hauser & Gottfried Tappeiner & Janette Walde, 2007. "The Learning Region: The Impact of Social Capital and Weak Ties on Innovation," Regional Studies, Taylor & Francis Journals, vol. 41(1), pages 75-88.
    3. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    4. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    5. Jonathan Temple & Ludger Wößmann, 2006. "Dualism and cross-country growth regressions," Journal of Economic Growth, Springer, vol. 11(3), pages 187-228, September.
    6. Steve Bond & Asli Leblebicioglu & Fabio Schiantarelli, 2010. "Capital accumulation and growth: a new look at the empirical evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(7), pages 1073-1099, November/.
    7. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    8. Paolo Di Caro, 2017. "Testing and explaining economic resilience with an application to Italian regions," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 93-113, March.
    9. Giulia Bettin & Patrizio Bianchi & Francesco Nicolli & Laura Ramaciotti & Ugo Rizzo, 2019. "Migration, ethnic concentration and firm entry: evidence from Italian regions," Regional Studies, Taylor & Francis Journals, vol. 53(1), pages 55-66, January.
    10. Javorcik, Beata S. & Özden, Çaglar & Spatareanu, Mariana & Neagu, Cristina, 2011. "Migrant networks and foreign direct investment," Journal of Development Economics, Elsevier, vol. 94(2), pages 231-241, March.
    11. Andrew Pennock, 2014. "The Political Economy of Domestic Labor Mobility: Specific Factors, Landowners, and Education," Economics and Politics, Wiley Blackwell, vol. 26(1), pages 38-55, March.
    12. Victoria Castillo & Lucas Figal Garone & Alessandro Maffioli & Sofia Rojo & Rodolfo Stucchi, 2020. "Knowledge Spillovers through Labour Mobility: An Employer–Employee Analysis," Journal of Development Studies, Taylor & Francis Journals, vol. 56(3), pages 469-488, March.
    13. John Whalley & Xiliang Zhao, 2010. "The Contribution of Human Capital to China's Economic Growth," NBER Working Papers 16592, National Bureau of Economic Research, Inc.
    14. Annekatrin Niebuhr, 2010. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 563-585, August.
    15. Elias Giannakis & Adriana Bruggeman, 2017. "Determinants of regional resilience to economic crisis: a European perspective," European Planning Studies, Taylor & Francis Journals, vol. 25(8), pages 1394-1415, August.
    16. Ayda Eraydin, 2016. "Attributes and Characteristics of Regional Resilience: Defining and Measuring the Resilience of Turkish Regions," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 600-614, April.
    17. Vollrath, Dietrich, 2009. "How important are dual economy effects for aggregate productivity?," Journal of Development Economics, Elsevier, vol. 88(2), pages 325-334, March.
    18. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    19. Beckmann, Joscha & Czudaj, Robert, 2017. "Capital flows and GDP in emerging economies and the role of global spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 140-163.
    20. Molden, Lars Hovdan & Clausen, Tommy Hoyvarde, 2021. "Playing 3D chess, or how firms can thrive under complexity: The mediating role of innovation capabilities in the use of innovation input," Journal of Business Research, Elsevier, vol. 125(C), pages 1-13.
    21. Yu Chen & Mengke Zhu & Qian Zhou & Yurong Qiao, 2021. "Research on Spatiotemporal Differentiation and Influence Mechanism of Urban Resilience in China Based on MGWR Model," IJERPH, MDPI, vol. 18(3), pages 1-26, January.
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