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COVID-19, recovery policies and the resilience of EU ETS

Author

Listed:
  • Hanmin Dong

    (Huazhong University of Science and Technology
    City University of Hong Kong)

  • Xiujie Tan

    (Wuhan University
    Wuhan University)

  • Si Cheng

    (Hubei University of Economics
    Hubei University of Economics)

  • Yishuang Liu

    (Wuhan University)

Abstract

COVID-19 pandemic and its recovery bring opportunities and threats for global climate governance and further challenge climate related assets. In this study, we analyze the efficiency of government response policies and fiscal policies on green recovery by observing the variation characteristics of carbon allowance prices in the EU emission trading system (EU ETS). Using the OLS and threshold methods in the original time scales, we find that: (1) The EUA prices had an inverted U-shaped relationship with the number of new confirmed cases and deaths. (2) Government response policies had a better effect than fiscal policies when mitigating the negative impact of the pandemic. After decomposing and reconstructing the time series, the multiscale analysis indicates that: (3) The carbon price fluctuated in the short term with the increasing number of newly confirmed cases (or deaths) but gradually recovered due to the recovery policies. (4) Government response policies had a “stop-loss” effect in the short term, and then working alongside fiscal policies, sustained and promoted the development of the EU ETS and green recovery. In the post-COVID-19 era, we suggest the combination of various policies to convert the current health crisis into opportunities for climate change mitigation.

Suggested Citation

  • Hanmin Dong & Xiujie Tan & Si Cheng & Yishuang Liu, 2023. "COVID-19, recovery policies and the resilience of EU ETS," Economic Change and Restructuring, Springer, vol. 56(5), pages 2965-2991, October.
  • Handle: RePEc:kap:ecopln:v:56:y:2023:i:5:d:10.1007_s10644-021-09372-2
    DOI: 10.1007/s10644-021-09372-2
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    as
    1. Zhang, Dayong, 2008. "Oil shock and economic growth in Japan: A nonlinear approach," Energy Economics, Elsevier, vol. 30(5), pages 2374-2390, September.
    2. Piers M. Forster & Harriet I. Forster & Mat J. Evans & Matthew J. Gidden & Chris D. Jones & Christoph A. Keller & Robin D. Lamboll & Corinne Le Quéré & Joeri Rogelj & Deborah Rosen & Carl-Friedrich Sc, 2020. "Current and future global climate impacts resulting from COVID-19," Nature Climate Change, Nature, vol. 10(10), pages 913-919, October.
    3. Bargain, Olivier & Aminjonov, Ulugbek, 2020. "Trust and compliance to public health policies in times of COVID-19," Journal of Public Economics, Elsevier, vol. 192(C).
    4. repec:dau:papers:123456789/6969 is not listed on IDEAS
    5. Chevallier, Julien, 2009. "Carbon futures and macroeconomic risk factors: A view from the EU ETS," Energy Economics, Elsevier, vol. 31(4), pages 614-625, July.
    6. Reyer Gerlagh & Roweno J. R. K. Heijmans & Knut Einar Rosendahl, 2020. "COVID-19 Tests the Market Stability Reserve," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 855-865, August.
    7. Hintermann, Beat, 2010. "Allowance price drivers in the first phase of the EU ETS," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 43-56, January.
    8. Zhu, Bangzhu & Huang, Liqing & Yuan, Lili & Ye, Shunxin & Wang, Ping, 2020. "Exploring the risk spillover effects between carbon market and electricity market: A bidimensional empirical mode decomposition based conditional value at risk approach," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 163-175.
    9. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    10. Christina E. Mills & James M. Robins & Marc Lipsitch, 2004. "Transmissibility of 1918 pandemic influenza," Nature, Nature, vol. 432(7019), pages 904-906, December.
    11. Shiqi Ou & Xin He & Weiqi Ji & Wei Chen & Lang Sui & Yu Gan & Zifeng Lu & Zhenhong Lin & Sili Deng & Steven Przesmitzki & Jessey Bouchard, 2020. "Machine learning model to project the impact of COVID-19 on US motor gasoline demand," Nature Energy, Nature, vol. 5(9), pages 666-673, September.
    12. Creti, Anna & Jouvet, Pierre-André & Mignon, Valérie, 2012. "Carbon price drivers: Phase I versus Phase II equilibrium?," Energy Economics, Elsevier, vol. 34(1), pages 327-334.
    13. Benz, Eva & Trück, Stefan, 2009. "Modeling the price dynamics of CO2 emission allowances," Energy Economics, Elsevier, vol. 31(1), pages 4-15, January.
    14. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    15. Maria Mansanet-Bataller & Angel Pardo & Enric Valor, 2007. "CO2 Prices, Energy and Weather," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 73-92.
    16. Deeney, Peter & Cummins, Mark & Dowling, Michael & Smeaton, Alan F., 2016. "Influences from the European Parliament on EU emissions prices," Energy Policy, Elsevier, vol. 88(C), pages 561-572.
    17. Robert J. R. Elliott & Ingmar Schumacher & Cees Withagen, 2020. "Suggestions for a Covid-19 Post-Pandemic Research Agenda in Environmental Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1187-1213, August.
    18. repec:dau:papers:123456789/5269 is not listed on IDEAS
    19. David, S.A. & Inácio Jr., C.M.C. & Tenreiro Machado, José A., 2021. "The recovery of global stock markets indices after impacts due to pandemics," Research in International Business and Finance, Elsevier, vol. 55(C).
    20. Kim, Hyun Seok & Koo, Won W., 2010. "Factors affecting the carbon allowance market in the US," Energy Policy, Elsevier, vol. 38(4), pages 1879-1884, April.
    21. repec:dau:papers:123456789/4210 is not listed on IDEAS
    22. Bangzhu Zhu & Ping Wang & Julien Chevallier & Yiming Wei, 2015. "Carbon Price Analysis Using Empirical Mode Decomposition," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 195-206, February.
    23. Corinne Le Quéré & Robert B. Jackson & Matthew W. Jones & Adam J. P. Smith & Sam Abernethy & Robbie M. Andrew & Anthony J. De-Gol & David R. Willis & Yuli Shan & Josep G. Canadell & Pierre Friedlingst, 2020. "Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement," Nature Climate Change, Nature, vol. 10(7), pages 647-653, July.
    24. Yuli Shan & Jiamin Ou & Daoping Wang & Zhao Zeng & Shaohui Zhang & Dabo Guan & Klaus Hubacek, 2021. "Impacts of COVID-19 and fiscal stimuli on global emissions and the Paris Agreement," Nature Climate Change, Nature, vol. 11(3), pages 200-206, March.
    25. Enrique Alberola & Yavuz Arslan & Gong Cheng & Richhild Moessner, 2021. "Fiscal response to the COVID‐19 crisis in advanced and emerging market economies†," Pacific Economic Review, Wiley Blackwell, vol. 26(4), pages 459-468, October.
    26. Evangelos Vasileiou & Aristeidis Samitas & Maria Karagiannaki & Jagadish Dandu, 2021. "Health risk and the efficient market hypothesis in the time of COVID-19," International Review of Applied Economics, Taylor & Francis Journals, vol. 35(2), pages 210-223, March.
    27. Eftichios S. Sartzetakis, 2021. "Green bonds as an instrument to finance low carbon transition," Economic Change and Restructuring, Springer, vol. 54(3), pages 755-779, August.
    28. A. C. Christiansen & A. Arvanitakis & K. Tangen & H. Hasselknippe, 2005. "Price determinants in the EU emissions trading scheme," Climate Policy, Taylor & Francis Journals, vol. 5(1), pages 15-30, January.
    29. Piers M. Forster & Harriet I. Forster & Mat J. Evans & Matthew J. Gidden & Chris D. Jones & Christoph A. Keller & Robin D. Lamboll & Corinne Le Quéré & Joeri Rogelj & Deborah Rosen & Carl-Friedrich Sc, 2020. "Publisher Correction: Current and future global climate impacts resulting from COVID-19," Nature Climate Change, Nature, vol. 10(10), pages 971-971, October.
    30. Shiqi Ou & Xin He & Weiqi Ji & Wei Chen & Lang Sui & Yu Gan & Zifeng Lu & Zhenhong Lin & Sili Deng & Steven Przesmitzki & Jessey Bouchard, 2020. "Author Correction: Machine learning model to project the impact of COVID-19 on US motor gasoline demand," Nature Energy, Nature, vol. 5(12), pages 1051-1052, December.
    31. Nina Haug & Lukas Geyrhofer & Alessandro Londei & Elma Dervic & Amélie Desvars-Larrive & Vittorio Loreto & Beate Pinior & Stefan Thurner & Peter Klimek, 2020. "Ranking the effectiveness of worldwide COVID-19 government interventions," Nature Human Behaviour, Nature, vol. 4(12), pages 1303-1312, December.
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    More about this item

    Keywords

    EU ETS; COVID-19 pandemic; Government responses; Fiscal policies; Green recovery;
    All these keywords.

    JEL classification:

    • G0 - Financial Economics - - General
    • H30 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - General
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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