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On the regularity of human mobility patterns at times of a pandemic

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  • Fabio Vanni

    (OFCE - Observatoire français des conjonctures économiques (Sciences Po) - Sciences Po - Sciences Po)

  • David Lambert

Abstract

The study of human mobility patterns is a crucially important research eld for its impact on several socioeconomic aspects and, in particular, the measure of regularity patters of human mobility can provide a acrossthe-board view of many social distancing variables in epidemics such as: human movement trends, physical interpersonal distances and population density. We will show that the notion of information entropy is also strongly related to demographic and economic trends by the use and analysis of real-time data. In the present research paper we address three di erent problems. First, we provide an evidence-based analytical approach which relates the human mobility patterns, social distancing attitudes and population density, with entropic measures which depict for erraticity of human contact behaviors. Second, we investigate the correlations between the aggregated mobility and entropic measures versus ve external economic indicators. Finally, we show how entropic measures represents a useful tool for testing the limitations of typical assumptions in epidemiological and mobility models.

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  • Fabio Vanni & David Lambert, 2021. "On the regularity of human mobility patterns at times of a pandemic," Working Papers hal-04103882, HAL.
  • Handle: RePEc:hal:wpaper:hal-04103882
    Note: View the original document on HAL open archive server: https://sciencespo.hal.science/hal-04103882
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    1. Tongtong Liu & Zheng Yang & Yi Zhao & Chenshu Wu & Zimu Zhou & Yunhao Liu, 2018. "Temporal understanding of human mobility: A multi-time scale analysis," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-15, November.
    2. Peter Flaschel & Giorgos Galanis & Daniele Tavani & Roberto Veneziani, 2021. "Pandemics and Aggregate Demand: a Framework for Policy Analysis," Working Papers PKWP2101, Post Keynesian Economics Society (PKES).
    3. Fabio Vanni & David Lambert & Luigi Palatella, 2020. "Epidemic response to physical distancing policies and their impact on the outbreak risk," Papers 2007.14620, arXiv.org, revised Jul 2020.
    4. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    5. Giovanni Bonaccorsi & Francesco Pierri & Matteo Cinelli & Andrea Flori & Alessandro Galeazzi & Francesco Porcelli & Ana Lucia Schmidt & Carlo Michele Valensise & Antonio Scala & Walter Quattrociocchi , 2020. "Economic and social consequences of human mobility restrictions under COVID-19," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(27), pages 15530-15535, July.
    6. John Craig, 1984. "Averaging population density," Demography, Springer;Population Association of America (PAA), vol. 21(3), pages 405-412, August.
    7. Glaeser, Edward L. & Kahn, Matthew E., 2004. "Sprawl and urban growth," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 56, pages 2481-2527, Elsevier.
    8. Jiang, Peng & Fan, Yee Van & Klemeš, Jiří Jaromír, 2021. "Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities," Applied Energy, Elsevier, vol. 285(C).
    9. Mark Dynarski & Steven M. Sheffrin, 1987. "Consumption and Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 411-428.
    10. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    11. Nathaniel D Osgood & Tuhin Paul & Kevin G Stanley & Weicheng Qian, 2016. "A Theoretical Basis for Entropy-Scaling Effects in Human Mobility Patterns," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-21, August.
    12. Veronica Guerrieri & Guido Lorenzoni & Ludwig Straub & Iván Werning, 2022. "Macroeconomic Implications of COVID-19: Can Negative Supply Shocks Cause Demand Shortages?," American Economic Review, American Economic Association, vol. 112(5), pages 1437-1474, May.
    13. Nicholas W. Papageorge & Matthew V. Zahn & Michèle Belot & Eline Broek-Altenburg & Syngjoo Choi & Julian C. Jamison & Egon Tripodi, 2021. "Socio-demographic factors associated with self-protecting behavior during the Covid-19 pandemic," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 691-738, April.
    14. Rappaport, Jordan, 2008. "A productivity model of city crowdedness," Journal of Urban Economics, Elsevier, vol. 63(2), pages 715-722, March.
    15. Carozzi, Felipe & Provenzano, Sandro & Roth, Sefi, 2020. "Urban Density and COVID-19," IZA Discussion Papers 13440, Institute of Labor Economics (IZA).
    16. Yan Wang & Ali Yalcin & Carla VandeWeerd, 2020. "An entropy-based approach to the study of human mobility and behavior in private homes," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-19, December.
    17. Peter Flaschel & Giorgos Galanis & Daniele Tavani & Roberto Veneziani, 2021. "Pandemics and Aggregate Demand: a Framework for Policy Analysis," Working Papers PKWP2025, Post Keynesian Economics Society (PKES).
    18. Stephen C. Newbold & David Finnoff & Linda Thunström & Madison Ashworth & Jason F. Shogren, 2020. "Effects of Physical Distancing to Control COVID-19 on Public Health, the Economy, and the Environment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 705-729, August.
    19. Christopher Avery & William Bossert & Adam Clark & Glenn Ellison & Sara Fisher Ellison, 2020. "An Economist's Guide to Epidemiology Models of Infectious Disease," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 79-104, Fall.
    20. Carozzi, Felipe & Provenzano, Sandro & Roth, Sefi, 2020. "Urban density and Covid-19," LSE Research Online Documents on Economics 108484, London School of Economics and Political Science, LSE Library.
    21. Felipe Carozzi & Sandro Provenzano & Sefi Roth, 2020. "Urban density and Covid-19," CEP Discussion Papers dp1711, Centre for Economic Performance, LSE.
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