IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v14y2021i4p163-d530480.html
   My bibliography  Save this article

Changes in Human Mobility under the COVID-19 Pandemic and the Tokyo Fuel Market

Author

Listed:
  • Kentaka Aruga

    (Graduate School of Humanities and Social Sciences, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan)

Abstract

The study identifies the impact of the changes in human mobility due to the announcement of the state of emergency to cope with the COVID-19 pandemic on the Tokyo gasoline, diesel, and kerosene markets. Indices reflecting the movements in the visits to transit stations and workplaces were used to capture the changes in human mobility from February 2020 to February 2021. The linear and nonlinear ARDL (NARDL) models were applied to investigate the relationship between the changes in human mobility indices and fuel prices. Although only the kerosene price received an impact from the human mobility changes in the linear ARDL model, the NARDL model revealed that when human mobility was increasing, the fuel price was affected positively and the negative shocks in the mobility had an adverse influence on the fuel price. The results of the study imply the importance of providing subsidies when a state of emergency reduces fuel demands due to the decline in human mobility and negatively affects the fuel retail industry.

Suggested Citation

  • Kentaka Aruga, 2021. "Changes in Human Mobility under the COVID-19 Pandemic and the Tokyo Fuel Market," JRFM, MDPI, vol. 14(4), pages 1-12, April.
  • Handle: RePEc:gam:jjrfmx:v:14:y:2021:i:4:p:163-:d:530480
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/14/4/163/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1911-8074/14/4/163/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-355, December.
    2. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. Kentaka Aruga, 2015. "Testing the International Crude Oil Market Integration with Structural Breaks," Economics Bulletin, AccessEcon, vol. 35(1), pages 641-649.
    5. Eisenmann, Christine & Nobis, Claudia & Kolarova, Viktoriya & Lenz, Barbara & Winkler, Christian, 2021. "Transport mode use during the COVID-19 lockdown period in Germany: The car became more important, public transport lost ground," Transport Policy, Elsevier, vol. 103(C), pages 60-67.
    6. Hamilton, James D., 2003. "What is an oil shock?," Journal of Econometrics, Elsevier, vol. 113(2), pages 363-398, April.
    7. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    8. Farzanegan, Mohammad Reza & Markwardt, Gunther, 2009. "The effects of oil price shocks on the Iranian economy," Energy Economics, Elsevier, vol. 31(1), pages 134-151, January.
    9. Robin C. Sickles & William C. Horrace (ed.), 2014. "Festschrift in Honor of Peter Schmidt," Springer Books, Springer, edition 127, number 978-1-4899-8008-3, December.
    10. Kentaka Aruga & Md. Monirul Islam & Arifa Jannat, 2020. "Effects of COVID-19 on Indian Energy Consumption," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
    11. Sadorsky, Perry, 1999. "Oil price shocks and stock market activity," Energy Economics, Elsevier, vol. 21(5), pages 449-469, October.
    12. Godfrey, Leslie G, 1978. "Testing against General Autoregressive and Moving Average Error Models When the Regressors Include Lagged Dependent Variables," Econometrica, Econometric Society, vol. 46(6), pages 1293-1301, November.
    13. Honorata Nyga-Łukaszewska & Kentaka Aruga, 2020. "Energy Prices and COVID-Immunity: The Case of Crude Oil and Natural Gas Prices in the US and Japan," Energies, MDPI, vol. 13(23), pages 1-17, November.
    14. Fenghua Wen & Feng Min & Yue‐Jun Zhang & Can Yang, 2019. "Crude oil price shocks, monetary policy, and China's economy," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(2), pages 812-827, April.
    15. Hamad M. Alhajeri & Abdulrahman Almutairi & Abdulrahman Alenezi & Faisal Alshammari, 2020. "Energy Demand in the State of Kuwait During the Covid-19 Pandemic: Technical, Economic, and Environmental Perspectives," Energies, MDPI, vol. 13(17), pages 1-16, August.
    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. Kentaka Aruga, 2022. "Impact of the Number of Hours Spent at Home on the Volume of Municipal Waste Generated: Evidence from Tokyo during the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(10), pages 1-10, May.
    2. Muhammad Sheraz & Imran Nasir, 2021. "Information-Theoretic Measures and Modeling Stock Market Volatility: A Comparative Approach," Risks, MDPI, vol. 9(5), pages 1-20, May.
    3. Kentaka Aruga & Md. Monirul Islam & Arifa Jannat, 2021. "Does Staying at Home during the COVID-19 Pandemic Help Reduce CO 2 Emissions?," Sustainability, MDPI, vol. 13(15), pages 1-13, July.
    4. Willem Thorbecke, 2023. "Japanese Economic Performance after the Pandemic: A Sectoral Analysis," JRFM, MDPI, vol. 16(5), pages 1-17, May.

    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. Zamanipour, Behzad & Ghadaksaz, Hesam & Keppo, Ilkka & Saboohi, Yadollah, 2023. "Electricity supply and demand dynamics in Iran considering climate change-induced stresses," Energy, Elsevier, vol. 263(PE).
    2. Zheng, Yan & Zhou, Min & Wen, Fenghua, 2021. "Asymmetric effects of oil shocks on carbon allowance price: Evidence from China," Energy Economics, Elsevier, vol. 97(C).
    3. Clement Moyo & Hlalefang Khobai & Nwabisa Kolisi & Zizipho Mbeki, 2018. "Financial develpoment and economic growth in Brazil: A non-linear ARDL approach," Working Papers 1811, Department of Economics, Nelson Mandela University, revised Mar 2018.
    4. Kentaka Aruga & Md. Monirul Islam & Arifa Jannat, 2022. "Effects of the State of Emergency during the COVID-19 Pandemic on Tokyo Vegetable Markets," Sustainability, MDPI, vol. 14(15), pages 1-16, August.
    5. Kentaka Aruga & Md. Monirul Islam & Arifa Jannat, 2024. "Assessing the CO 2 Emissions and Energy Source Consumption Nexus in Japan," Sustainability, MDPI, vol. 16(13), pages 1-18, July.
    6. Chen, Huayi & Shi, Huai-Long & Zhou, Wei-Xing, 2024. "Carbon volatility connectedness and the role of external uncertainties: Evidence from China," Journal of Commodity Markets, Elsevier, vol. 33(C).
    7. Kentaka Aruga & Md. Monirul Islam & Arifa Jannat, 2021. "Does Staying at Home during the COVID-19 Pandemic Help Reduce CO 2 Emissions?," Sustainability, MDPI, vol. 13(15), pages 1-13, July.
    8. Sanati, Youssef, 2019. "Der Wirtschaftsstandort Iran zwischen Förderung und Sanktion: Eine ARDL-modellbasierte Analyse ausländischer Investitionen," Arbeitspapiere 186, University of Münster, Institute for Cooperatives.
    9. Omid Zamani & Mohammad Reza Farzanegan & Jens-Peter Loy & Majid Einian, 2021. "The Impacts of Energy Sanctions on the Black-Market Premium: Evidence from Iran," Economics Bulletin, AccessEcon, vol. 41(2), pages 432-443.
    10. Schneider, Nicolas & Strielkowski, Wadim, 2023. "Modelling the unit root properties of electricity data—A general note on time-domain applications," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 618(C).
    11. Niaz Morshed & Mohammad Razib Hossain, 2022. "Causality analysis of the determinants of FDI in Bangladesh: fresh evidence from VAR, VECM and Granger causality approach," SN Business & Economics, Springer, vol. 2(7), pages 1-28, July.
    12. Misund, Bård, 2015. "Reserves Replacement and Oil and Gas Company Shareholder returns," UiS Working Papers in Economics and Finance 2015/11, University of Stavanger.
    13. Muhammad Shahbaz & Aviral Kumar Tiwari & Mohammad Iqbal Tahir, 2015. "Analyzing time-frequency relationship between oil price and exchange rate in Pakistan through wavelets," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(4), pages 690-704, April.
    14. Siddhartha Pradeep, 2022. "Role of monetary policy on CO2 emissions in India," SN Business & Economics, Springer, vol. 2(1), pages 1-33, January.
    15. Nnaemeka Vincent Emodi & Taha Chaiechi & ABM Rabiul Alam Beg, 2018. "The impact of climate change on electricity demand in Australia," Energy & Environment, , vol. 29(7), pages 1263-1297, November.
    16. Roberto Martínez-Espiñeira, 2007. "An Estimation of Residential Water Demand Using Co-Integration and Error Correction Techniques," Journal of Applied Economics, Taylor & Francis Journals, vol. 10(1), pages 161-184, May.
    17. Renáta Pitoňáková, 2018. "Private Sector Savings," DANUBE: Law and Economics Review, European Association Comenius - EACO, issue 1, pages 1-17, March.
    18. Hlalefang Khobai & Nwabisa Kolisi & Clement Moyo & Izunna Anyikwa & Siyasanga Dingela, 2020. "Renewable Energy Consumption and Unemployment in South Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 10(2), pages 170-178.
    19. Filip Kokotovic & Petar Kurecic & Trina Mjeda, 2019. "Accomplishing the Sustainable Development Goal 13 - Climate Action and the Role of the European Union," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 17(1-B), pages 132-145.
    20. Hlalefang Khobai & Nwabisa Kolisi & Clement Moyo, 2018. "The Relationship Between Trade Openness and Economic Growth: The Case of Ghana and Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 77-82.

    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:gam:jjrfmx:v:14:y:2021:i:4:p:163-:d:530480. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.