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What Impacts Do Human Mobility and Vaccination Have on Trends in COVID-19 Infections? Evidence from four developed countries

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  • Hiroaki MASUHARA
  • Kei HOSOYA

Abstract

This paper examines the dynamics of country-wide coronavirus disease 2019 (COVID-19) infections from an economic perspective using a relatively large and aggregated data set constructed based on publicly available data. Based on the “Residential†category of Google's COVID-19 Community Mobility Reports and the number of new positive polymerase chain reaction (PCR) tests per week per 100,000 population (logarithmic values) using state, provincial, or prefectural panel data from Canada, Germany, Italy, and Japan, we found that vaccinations strongly encouraged people to go outside in all countries except Japan, and that vaccinations reduced the number of new positive PCR tests in Japan and Italy. The results from Japan, where vaccination-induced outreach was relatively low, suggest that a 100% vaccine uptake rate would suppress the number of new positive PCR tests by 0.639-2.951%. We also analyzed the effects of vaccination on economic activities using mobility data as proxy variables. The results indicated that vaccination increases mobility, and that Canada, Germany, and Italy showed stronger effects on promoting outings than did Japan. These findings suggest that governments should continue to inform citizens that the effectiveness of vaccines are limited in terms of suppressing positive cases, implement appropriate risk controls and alerts to avoid forced lockdowns, and promote voluntary stay-at-home behavior to avoid an explosion of positive cases.

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  • Hiroaki MASUHARA & Kei HOSOYA, 2022. "What Impacts Do Human Mobility and Vaccination Have on Trends in COVID-19 Infections? Evidence from four developed countries," Discussion papers 22087, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:22087
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    1. Jesus Fernandez-Villaverde & Charles I. Jones, 2020. "Macroeconomic Outcomes and COVID-19: A Progress Report," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(3 (Fall)), pages 111-166.
    2. Hosono, Kaoru, 2021. "Epidemic and Economic Consequences of Voluntary and Request-based Lockdowns in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 61(C).
    3. Daisuke Fujii & Taisuke Nakata, 2021. "COVID-19 and output in Japan," The Japanese Economic Review, Springer, vol. 72(4), pages 609-650, October.
    4. Daisuke Fujii & Taisuke Nakata, 2022. "Correction to: COVID‑19 and output in Japan," The Japanese Economic Review, Springer, vol. 73(2), pages 427-427, April.
    5. Taylor, John B., 2021. "The impact of the coronavirus on economic policy and the economy," Journal of Policy Modeling, Elsevier, vol. 43(4), pages 761-769.
    6. Andersson, Ola & Campos-Mercade, Pol & Meier, Armando N. & Wengström, Erik, 2021. "Anticipation of COVID-19 vaccines reduces willingness to socially distance," Journal of Health Economics, Elsevier, vol. 80(C).
    7. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    8. Masuhara, Hiroaki & Hosoya, Kei, 2022. "Convergent movement of COVID-19 outbreak in Japan based on SIR model," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 29-43.
    9. 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).
    10. Mendolia, Silvia & Stavrunova, Olena & Yerokhin, Oleg, 2021. "Determinants of the community mobility during the COVID-19 epidemic: The role of government regulations and information," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 199-231.
    11. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    12. 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.
    13. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross‐sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433, November.
    14. Mitsuhiro Fukao & Etsuro Shioji, 2022. "Is There a Trade‐Off between COVID‐19 Control and Economic Activity? Implications from the Phillips Curve Debate," Asian Economic Policy Review, Japan Center for Economic Research, vol. 17(1), pages 66-85, January.
    15. Giofré, Maela, 2021. "COVID-19 stringency measures and foreign investment: An early assessment," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    16. Hodbod, Alexander & Hommes, Cars & Huber, Stefanie J. & Salle, Isabelle, 2021. "The COVID-19 consumption game-changer: Evidence from a large-scale multi-country survey," European Economic Review, Elsevier, vol. 140(C).
    17. Fernando Alvarez & David Argente & Francesco Lippi, 2021. "A Simple Planning Problem for COVID-19 Lock-down, Testing, and Tracing," American Economic Review: Insights, American Economic Association, vol. 3(3), pages 367-382, September.
    18. Padhan, Rakesh & Prabheesh, K.P., 2021. "The economics of COVID-19 pandemic: A survey," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 220-237.
    19. Janiak, Alexandre & Machado, Caio & Turén, Javier, 2021. "Covid-19 contagion, economic activity and business reopening protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 264-284.
    20. 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.
    21. Gordon, Daniel V. & Grafton, R. Quentin & Steinshamn, Stein Ivar, 2021. "Cross-country effects and policy responses to COVID-19 in 2020: The Nordic countries," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 198-210.
    22. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    23. Chu, Haoran & Liu, Sixiao, 2021. "Light at the end of the tunnel: Influence of vaccine availability and vaccination intention on people’s consideration of the COVID-19 vaccine," Social Science & Medicine, Elsevier, vol. 286(C).
    24. Masayuki MORIKAWA, 2021. "COVID-19, Vaccination, and Consumer Behavior," Discussion papers 21079, Research Institute of Economy, Trade and Industry (RIETI).
    25. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    26. Velias, Alina & Georganas, Sotiris & Vandoros, Sotiris, 2022. "COVID-19: Early evening curfews and mobility," Social Science & Medicine, Elsevier, vol. 292(C).
    27. Yang, Qi-Cheng & Chen, Xia & Chang, Chun-Ping & Chen, Di & Hao, Yu, 2021. "What is the relationship between government response and COVID-19 pandemics? Global evidence of 118 countries," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 98-107.
    28. Carroll, Rachel & Prentice, Christopher R., 2021. "Community vulnerability and mobility: What matters most in spatio-temporal modeling of the COVID-19 pandemic?," Social Science & Medicine, Elsevier, vol. 287(C).
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