IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/27235.html
   My bibliography  Save this paper

Impacts of State Reopening Policy on Human Mobility

Author

Listed:
  • Thuy D. Nguyen
  • Sumedha Gupta
  • Martin Andersen
  • Ana Bento
  • Kosali I. Simon
  • Coady Wing

Abstract

This study quantifies the effect of state reopening policies on daily mobility, travel, and mixing behavior during the COVID-19 pandemic. We harness cell device signal data to examine the effects of the timing and pace of reopening plans in different states. We quantify the increase in mobility patterns during the reopening phase by a broad range of cell-device-based metrics. Soon (four days) after reopening, we observe a 6% to 8% mobility increase. In addition, we find that temperature and precipitation are strongly associated with increased mobility across counties. The mobility measures that reflect visits to a greater variety of locations responds the most to reopening policies, while total time in vs. outside the house remains unchanged. The largest increases in mobility occur in states that were late adopters of closure measures, suggesting that closure policies may have represented more of a binding constraint in those states. Together, these four observations provide an assessment of the extent to which people in the U.S. are resuming movement and physical proximity as the COVID-19 pandemic continues.

Suggested Citation

  • Thuy D. Nguyen & Sumedha Gupta & Martin Andersen & Ana Bento & Kosali I. Simon & Coady Wing, 2020. "Impacts of State Reopening Policy on Human Mobility," NBER Working Papers 27235, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:27235
    Note: EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w27235.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:pri:cepsud:215krueger is not listed on IDEAS
    2. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2020. "Labor demand in the time of COVID-19: Evidence from vacancy postings and UI claims," Journal of Public Economics, Elsevier, vol. 189(C).
    3. Allcott, Hunt & Boxell, Levi & Conway, Jacob & Gentzkow, Matthew & Thaler, Michael & Yang, David, 2020. "Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    4. Chad Cotti & Bryan Engelhardt & Joshua Foster & Erik Nesson & Paul Niekamp, 2021. "The relationship between in‐person voting and COVID‐19: Evidence from the Wisconsin primary," Contemporary Economic Policy, Western Economic Association International, vol. 39(4), pages 760-777, October.
    5. Briscese, Guglielmo & Lacetera, Nicola & Macis, Mario & Tonin, Mirco, 2023. "Expectations, reference points, and compliance with COVID-19 social distancing measures," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    6. Martin Andersen & Johanna Catherine Maclean & Michael F. Pesko & Kosali I. Simon, 2020. "Paid sick-leave and physical mobility: Evidence from the United States during a pandemic," NBER Working Papers 27138, National Bureau of Economic Research, Inc.
    7. Dhaval Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Joseph J. Sabia, 2021. "When Do Shelter‐In‐Place Orders Fight Covid‐19 Best? Policy Heterogeneity Across States And Adoption Time," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 29-52, January.
    8. Alan B. Krueger & Andreas Mueller, 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Working Papers 1295, Princeton University, Department of Economics, Center for Economic Policy Studies..
    9. Korinek, Anton & Bethune, Zachary, 2020. "COVID-19 Infection Externalities: Trading Off Lives vs. Livelihoods," CEPR Discussion Papers 14596, C.E.P.R. Discussion Papers.
    10. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
    11. Briscese, Guglielmo & Lacetera, Nicola & Macis, Mario & Tonin, Mirco, 2020. "Compliance with COVID-19 Social-Distancing Measures in Italy: The Role of Expectations and Duration," IZA Discussion Papers 13092, Institute of Labor Economics (IZA).
    12. Laura Montenovo & Xuan Jiang & Felipe Lozano Rojas & Ian M. Schmutte & Kosali I. Simon & Bruce A. Weinberg & Coady Wing, 2020. "Determinants of Disparities in Covid-19 Job Losses," NBER Working Papers 27132, National Bureau of Economic Research, Inc.
    13. Andrew I. Friedson & Drew McNichols & Joseph J. Sabia & Dhaval Dave, 2020. "Did California’s Shelter-in-Place Order Work? Early Coronavirus-Related Public Health Effects," NBER Working Papers 26992, National Bureau of Economic Research, Inc.
    14. Zhixian Lin & Christopher M. Meissner, 2020. "Health vs. Wealth? Public Health Policies and the Economy During Covid-19," NBER Working Papers 27099, National Bureau of Economic Research, Inc.
    15. Alan B. Krueger & Andreas Mueller, 2011. "Job Search, Emotional Well-Being and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 1-81.
    16. repec:pri:indrel:dsp014j03cz656 is not listed on IDEAS
    17. Krueger, Alan B. & Mueller, Andreas I., 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," IZA Discussion Papers 5450, Institute of Labor Economics (IZA).
    18. Felipe Lozano Rojas & Xuan Jiang & Laura Montenovo & Kosali I. Simon & Bruce A. Weinberg & Coady Wing, 2020. "Is the Cure Worse than the Problem Itself? Immediate Labor Market Effects of COVID-19 Case Rates and School Closures in the U.S," NBER Working Papers 27127, National Bureau of Economic Research, Inc.
    19. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & Adrian Hamins-Puertolas & Christopher J. Kurz, 2020. "Tracking Labor Market Developments during the COVID-19 Pandemic: A Preliminary Assessment," Finance and Economics Discussion Series 2020-030, Board of Governors of the Federal Reserve System (U.S.).
    20. Zachary Parolin & Christoper Wimer, 2020. "Forecasting Estimates of Poverty During the COVID-19 Crisis," Poverty and Social Policy Brief 2046, Center on Poverty and Social Policy, Columbia University.
    21. Arindrajit Dube & T. William Lester & Michael Reich, 2010. "Minimum Wage Effects Across State Borders: Estimates Using Contiguous Counties," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 945-964, November.
    22. Ana I. Bento & Thuy Nguyen & Coady Wing & Felipe Lozano-Rojas & Yong-Yeol Ahn & Kosali Simon, 2020. "Evidence from internet search data shows information-seeking responses to news of local COVID-19 cases," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(21), pages 11220-11222, May.
    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. 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.
    2. Virat Agrawal & Jonathan H. Cantor & Neeraj Sood & Christopher M. Whaley, 2021. "The Impact of the COVID-19 Pandemic and Policy Responses on Excess Mortality," NBER Working Papers 28930, National Bureau of Economic Research, Inc.
    3. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    4. Dena Bravata & Jonathan H. Cantor & Neeraj Sood & Christopher M. Whaley, 2021. "Back to School: The Effect of School Visits During COVID-19 on COVID-19 Transmission," NBER Working Papers 28645, National Bureau of Economic Research, Inc.
    5. Carlin, Patrick R. & Minard, Paul & Simon, Daniel H. & Wing, Coady, 2021. "Effects of large gatherings on the COVID-19 epidemic: Evidence from professional and college sports," Economics & Human Biology, Elsevier, vol. 43(C).
    6. Cronin, Christopher J. & Evans, William N., 2021. "Total shutdowns, targeted restrictions, or individual responsibility: How to promote social distancing in the COVID-19 Era?," Journal of Health Economics, Elsevier, vol. 79(C).
    7. Borgonovi, Francesca & Andrieu, Elodie, 2020. "Bowling together by bowling alone: Social capital and COVID-19," Social Science & Medicine, Elsevier, vol. 265(C).
    8. Matthew Spiegel & Heather Tookes, 2021. "Business Restrictions and COVID-19 Fatalities [The immediate effect of COVID-19 policies on social distancing behavior in the United States]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5266-5308.
    9. Wei Cheng & Patrick Carlin & Joanna Carroll & Sumedha Gupta & Felipe Lozano Rojas & Laura Montenovo & Thuy D. Nguyen & Ian M. Schmutte & Olga Scrivner & Kosali I. Simon & Coady Wing & Bruce Weinberg, 2020. "Back to Business and (Re)employing Workers? Labor Market Activity During State COVID-19 Reopenings," NBER Working Papers 27419, National Bureau of Economic Research, Inc.
    10. Mensi, Walid & Al Rababa'a, Abdel Razzaq & Alomari, Mohammad & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Dynamic frequency volatility spillovers and connectedness between strategic commodity and stock markets: US-based sectoral analysis," Resources Policy, Elsevier, vol. 79(C).
    11. Sumedha Gupta & Kosali I. Simon & Coady Wing, 2020. "Mandated and Voluntary Social Distancing During The COVID-19 Epidemic: A Review," NBER Working Papers 28139, National Bureau of Economic Research, Inc.
    12. Laura Montenovo & Xuan Jiang & Felipe Lozano Rojas & Ian M. Schmutte & Kosali I. Simon & Bruce A. Weinberg & Coady Wing, 2020. "Determinants of Disparities in Covid-19 Job Losses," NBER Working Papers 27132, National Bureau of Economic Research, Inc.
    13. Janssen, Aljoscha & Shapiro, Matthew, 2020. "Does Precise Case Information Limit Precautionary Behavior? Evidence from COVID-19 in Singapore," Working Paper Series 1344, Research Institute of Industrial Economics.
    14. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano, 2022. "From the lockdown to the new normal: individual mobility and local labor market characteristics following the COVID-19 pandemic in Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1517-1550, October.
    15. Janssen, Aljoscha & Shapiro, Matthew H., 2021. "Does precise case disclosure limit precautionary behavior? Evidence from COVID-19 in Singapore," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 700-714.
    16. M. Kate Bundorf & Jill DeMatteis & Grant Miller & Maria Polyakova & Jialu L. Streeter & Jonathan Wivagg, 2021. "Risk Perceptions and Protective Behaviors: Evidence from COVID-19 Pandemic," NBER Working Papers 28741, National Bureau of Economic Research, Inc.

    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. Thuy D. Nguyen & Sumedha Gupta & Martin S. Andersen & Ana I. Bento & Kosali I. Simon & Coady Wing, 2021. "Impacts of state COVID‐19 reopening policy on human mobility and mixing behavior," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 458-486, October.
    2. Sumedha Gupta & Kosali I. Simon & Coady Wing, 2020. "Mandated and Voluntary Social Distancing During The COVID-19 Epidemic: A Review," NBER Working Papers 28139, National Bureau of Economic Research, Inc.
    3. Sumedha Gupta & Laura Montenovo & Thuy Nguyen & Felipe Lozano‐Rojas & Ian Schmutte & Kosali Simon & Bruce A. Weinberg & Coady Wing, 2023. "Effects of social distancing policy on labor market outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 166-193, January.
    4. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2021. "Job search during the COVID-19 crisis," Journal of Public Economics, Elsevier, vol. 194(C).
    5. Kong, Edward & Prinz, Daniel, 2020. "Disentangling policy effects using proxy data: Which shutdown policies affected unemployment during the COVID-19 pandemic?," Journal of Public Economics, Elsevier, vol. 189(C).
    6. Shen, Lucas, 2020. "Unexpected shocks to movement and job search: evidence from COVID-19 policies in Singapore using Google data," MPRA Paper 115430, University Library of Munich, Germany.
    7. Lídia Farré & Francesco Fasani & Hannes Mueller, 2018. "Feeling useless: the effect of unemployment on mental health in the Great Recession," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    8. Marinescu, Ioana, 2017. "The general equilibrium impacts of unemployment insurance: Evidence from a large online job board," Journal of Public Economics, Elsevier, vol. 150(C), pages 14-29.
    9. Alisdair McKay & Ricardo Reis, 2021. "Optimal Automatic Stabilizers [Consumption versus Expenditure]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(5), pages 2375-2406.
    10. Jung, Juergen & Manley, James & Shrestha, Vinish, 2021. "Coronavirus infections and deaths by poverty status: The effects of social distancing," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 311-330.
    11. Chrys Esseau-Thomas & Omar Galarraga & Sherif Khalifa, 2022. "Epidemics, pandemics and income inequality," Health Economics Review, Springer, vol. 12(1), pages 1-15, December.
    12. Gopi Shah Goda & Emilie Jackson & Lauren Hersch Nicholas & Sarah See Stith, 2023. "The impact of Covid-19 on older workers’ employment and Social Security spillovers," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(2), pages 813-846, April.
    13. Rickman, Dan S. & Wang, Hongbo, 2023. "COVID-19 and Beyond: Economic Outcomes in Republican vs. Democratic States," MPRA Paper 118531, University Library of Munich, Germany.
    14. Hunt Allcott & Levi Boxell & Jacob C. Conway & Billy A. Ferguson & Matthew Gentzkow & Benjamin Goldman, 2020. "What Explains Temporal and Geographic Variation in the Early US Coronavirus Pandemic?," NBER Working Papers 27965, National Bureau of Economic Research, Inc.
    15. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    16. Louis‐Philippe Beland & Abel Brodeur & Derek Mikola & Taylor Wright, 2022. "The short‐term economic consequences of COVID‐19: Occupation tasks and mental health in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 214-247, February.
    17. Vincenzo Carrieri & Maria De Paola & Francesca Gioia, 2021. "The health-economy trade-off during the Covid-19 pandemic: Communication matters," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-25, September.
    18. 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.
    19. Carrieri, Vincenzo & De Paola, Maria & Gioia, Francesca, 2020. "The Health-Wealth Trade-off during the COVID-19 Pandemic: Communication Matters," IZA Discussion Papers 13943, Institute of Labor Economics (IZA).
    20. Brodeur, Abel & Cook, Nikolai & Wright, Taylor, 2021. "On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:27235. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.