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The Economics of Spatial Mobility: Theory and Evidence Using Smartphone Data

Author

Listed:
  • Yuhei Miyauchi

    (Boston University)

  • Kentaro Nakajima

    (Hitotsubashi University)

  • Stephen J. Redding

    (Princeton University)

Abstract

Using smartphone geographical positioning systems (GPS) data for Japan, we show that travel within urban areas frequently occurs along trip chains, involving multiple stops as part of a single journey. Motivated by these empirical findings, we develop a tractable theoretical model of travel itineraries, in which agents choose a set and sequence of locations to visit each day. To overcome the resulting high-dimensionality of the choice set, we develop an approach based on importance sampling. We show that trip chains introduce consumption externalities across locations. We show that these consumption externalities are central to explaining the collapse in foot traffic in downtown areas following the shift to remote working during the Covid-19 pandemic.

Suggested Citation

  • Yuhei Miyauchi & Kentaro Nakajima & Stephen J. Redding, 2022. "The Economics of Spatial Mobility: Theory and Evidence Using Smartphone Data," Working Papers 295, Princeton University, Department of Economics, Center for Economic Policy Studies..
  • Handle: RePEc:pri:cepsud:295
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    References listed on IDEAS

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    2. Pierre Magontier, Maximilian v. Ehrlich, Markus Schl pfer, 2022. "The Fragility of Urban Social Networks - Mobility as a City Glue -," Diskussionsschriften credresearchpaper38, Universitaet Bern, Departement Volkswirtschaft - CRED.
    3. Stephen Redding, 2023. "The Economics of Cities: From Theory to Data," Working Papers 304, Princeton University, Department of Economics, Center for Economic Policy Studies..
    4. Anthony J. Venables, 2025. "Location choice when the number of jobs matters: Matching in spatial equilibrium," CEP Discussion Papers dp2087, Centre for Economic Performance, LSE.
    5. Daiji Kawaguchi & Keisuke Kawata & Chigusa Okamoto, 2024. "Urban Redevelopment Program and Demand Externality," CIRJE F-Series CIRJE-F-1227, CIRJE, Faculty of Economics, University of Tokyo.
    6. Akesaka, Mika & Shigeoka, Hitoshi, 2023. ""Invisible Killer": Seasonal Allergies and Accidents," IZA Discussion Papers 16403, Institute of Labor Economics (IZA).
    7. A.M. Pinna & V. Licio, 2025. "Accessibility across Italy: A grid cell approach," Working Paper CRENoS 202501, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    8. Paul Blanchard & Douglas Gollin & Martina Kirchberger, 2023. "Perpetual Motion: High-Frequency Human Mobility in Three African Countries," Trinity Economics Papers tep0823, Trinity College Dublin, Department of Economics.
    9. Stijn Van Nieuwerburgh, 2023. "The remote work revolution: Impact on real estate values and the urban environment: 2023 AREUEA Presidential Address," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 7-48, January.
    10. Shinnosuke KIKUCHI & Daniel G. O'CONNOR, 2024. "The Granular Origins of Agglomeration," Discussion papers 24005, Research Institute of Economy, Trade and Industry (RIETI).
    11. Hausman, Naomi & Samuels, Peleg & Cohen, Maxime & Sasson, Roy, 2025. "Urban pull: The roles of amenities and employment," Regional Science and Urban Economics, Elsevier, vol. 114(C).
    12. Frédéric Kluser, 2025. "Cross-border shopping: evidence from household transaction records," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-19, December.
    13. Eugenia Go & Kentaro Nakajima & Yasuyuki Sawada & Kiyoshi Taniguchi, 2023. "Satellite-Based Vehicle Flow Data to Assess Local Economic Activities," CIRJE F-Series CIRJE-F-1209, CIRJE, Faculty of Economics, University of Tokyo.
    14. Stephen J. Redding, 2024. "Quantitative Urban Economics," NBER Working Papers 33130, National Bureau of Economic Research, Inc.
    15. Gorjian, Mahshid, 2025. "Statistical and Methodological Advances in Spatial Economics: A Comprehensive Review of Models, Empirical Strategies, and Policy Evaluation," MPRA Paper 125636, University Library of Munich, Germany.
    16. Chun, Hyunbae & Kwon, Eunjee & Yang, Dongyun, 2024. "The rise of e-commerce and generational consumption inequality: Evidence from COVID-19 in South Korea," Regional Science and Urban Economics, Elsevier, vol. 104(C).

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    JEL classification:

    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R40 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - General

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