IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v238y2022ipcs0360544221022635.html
   My bibliography  Save this article

A multi-disciplinary approach to estimate the medium-term impact of COVID-19 on transport and energy: A case study for Italy

Author

Listed:
  • Bazzana, Davide
  • Cohen, Jed J.
  • Golinucci, Nicolò
  • Hafner, Manfred
  • Noussan, Michel
  • Reichl, Johannes
  • Rocco, Matteo Vincenzo
  • Sciullo, Alessandro
  • Vergalli, Sergio

Abstract

The aim of this paper is to estimate the potential impacts of different COVID-19 scenarios on the Italian energy sector through 2030, with a specific focus on transport and industry. The analysis takes a multi-disciplinary approach to properly consider the complex interactions of sectors across Italy. This approach includes the assessment of economic conditions using macroeconomic and input-output models, modelling the evolution of the energy system using an energy and transport model, and forecasting the reaction of travel demand and modal choice using econometric models and expert interviews. Results show that the effect of COVID-19 pandemic may lead to mid-term effects on energy consumption. The medium scenario, which assumes a stop of the emergency by the end of 2021, shows that energy-related emissions remain 10% lower than the baseline in the industry sector and 6% lower in the transport sector by 2030, when compared with a pre-COVID trend. Policy recommendations to support a green recovery are discussed in light of the results.

Suggested Citation

  • Bazzana, Davide & Cohen, Jed J. & Golinucci, Nicolò & Hafner, Manfred & Noussan, Michel & Reichl, Johannes & Rocco, Matteo Vincenzo & Sciullo, Alessandro & Vergalli, Sergio, 2022. "A multi-disciplinary approach to estimate the medium-term impact of COVID-19 on transport and energy: A case study for Italy," Energy, Elsevier, vol. 238(PC).
  • Handle: RePEc:eee:energy:v:238:y:2022:i:pc:s0360544221022635
    DOI: 10.1016/j.energy.2021.122015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544221022635
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2021.122015?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ardagna Silvia & Caselli Francesco & Lane Timothy, 2007. "Fiscal Discipline and the Cost of Public Debt Service: Some Estimates for OECD Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-35, August.
    2. Faye Duchin & Stephen H. Levine, 2016. "Combining Multiregional Input-Output Analysis with a World Trade Model for Evaluating Scenarios for Sustainable Use of Global Resources, Part II: Implementation," Journal of Industrial Ecology, Yale University, vol. 20(4), pages 783-791, August.
    3. Carlo Favero & Alessandro Missale, 2012. "Sovereign spreads in the eurozone: which prospects for a Eurobond? [Asset pricing with liquidity risk]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(70), pages 231-273.
    4. Paul Malliet & Frédéric Reynès & Gissela Landa & Meriem Hamdi-Cherif & Aurélien Saussay, 2020. "Assessing Short-Term and Long-Term Economic and Environmental Effects of the COVID-19 Crisis in France," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 867-883, August.
    5. Poghosyan, Tigran, 2014. "Long-run and short-run determinants of sovereign bond yields in advanced economies," Economic Systems, Elsevier, vol. 38(1), pages 100-114.
    6. Halbrügge, Stephanie & Schott, Paul & Weibelzahl, Martin & Buhl, Hans Ulrich & Fridgen, Gilbert & Schöpf, Michael, 2021. "How did the German and other European electricity systems react to the COVID-19 pandemic?," Applied Energy, Elsevier, vol. 285(C).
    7. Anton Pichler & Marco Pangallo & R. Maria del Rio-Chanona & Franc{c}ois Lafond & J. Doyne Farmer, 2020. "Production networks and epidemic spreading: How to restart the UK economy?," Papers 2005.10585, arXiv.org.
    8. Cristiano Codagnone & Francesco Bogliacino & Camilo Gómez & Rafael Charris & Felipe Montealegre & Giovanni Liva & Francisco Lupiáñez-Villanueva & Frans Folkvord & Giuseppe A Veltri, 2020. "Assessing concerns for the economic consequence of the COVID-19 response and mental health problems associated with economic vulnerability and negative economic shock in Italy, Spain, and the United K," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-16, October.
    9. Rocco, Matteo V. & Guevara, Zeus & Heun, Matthew Kuperus, 2020. "Assessing energy and economic impacts of large-scale policy shocks based on Input-Output analysis: Application to Brexit," Applied Energy, Elsevier, vol. 274(C).
    10. 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.
    11. Kim, Dongwoo & Yim, Taesu & Lee, Jae Yong, 2021. "Analytical study on changes in domestic hot water use caused by COVID-19 pandemic," Energy, Elsevier, vol. 231(C).
    12. Manfred Lenzen & Mengyu Li & Arunima Malik & Francesco Pomponi & Ya-Yen Sun & Thomas Wiedmann & Futu Faturay & Jacob Fry & Blanca Gallego & Arne Geschke & Jorge Gómez-Paredes & Keiichiro Kanemoto & St, 2020. "Global socio-economic losses and environmental gains from the Coronavirus pandemic," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-13, July.
    13. Faye Duchin & Stephen H. Levine & Anders Hammer Strømman, 2016. "Combining Multiregional Input-Output Analysis with a World Trade Model for Evaluating Scenarios for Sustainable Use of Global Resources, Part I: Conceptual Framework," Journal of Industrial Ecology, Yale University, vol. 20(4), pages 775-782, August.
    14. Emilio Ghiani & Marco Galici & Mario Mureddu & Fabrizio Pilo, 2020. "Impact on Electricity Consumption and Market Pricing of Energy and Ancillary Services during Pandemic of COVID-19 in Italy," Energies, MDPI, vol. 13(13), pages 1-19, July.
    15. Adedeji, Abdulkabir N. & Ahmed, Funmilola F. & Adam, Shehu U., 2021. "Examining the dynamic effect of COVID-19 pandemic on dwindling oil prices using structural vector autoregressive model," Energy, Elsevier, vol. 230(C).
    16. repec:hal:spmain:info:hdl:2441/6neh4df2kq9orrjiscv6839f6n is not listed on IDEAS
    17. Liu, Xiaolei & Lin, Zi, 2021. "Impact of Covid-19 pandemic on electricity demand in the UK based on multivariate time series forecasting with Bidirectional Long Short Term Memory," Energy, Elsevier, vol. 227(C).
    18. Aviad Navon & Ram Machlev & David Carmon & Abiodun Emmanuel Onile & Juri Belikov & Yoash Levron, 2021. "Effects of the COVID-19 Pandemic on Energy Systems and Electric Power Grids—A Review of the Challenges Ahead," Energies, MDPI, vol. 14(4), pages 1-14, February.
    19. Beyer, Robert C.M. & Franco-Bedoya, Sebastian & Galdo, Virgilio, 2021. "Examining the economic impact of COVID-19 in India through daily electricity consumption and nighttime light intensity," World Development, Elsevier, vol. 140(C).
    20. Klemeš, Jiří Jaromír & Fan, Yee Van & Jiang, Peng, 2020. "The energy and environmental footprints of COVID-19 fighting measures – PPE, disinfection, supply chains," Energy, Elsevier, vol. 211(C).
    21. Muratori, Matteo & Jadun, Paige & Bush, Brian & Bielen, David & Vimmerstedt, Laura & Gonder, Jeff & Gearhart, Chris & Arent, Doug, 2020. "Future integrated mobility-energy systems: A modeling perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    22. Lu, Hongfang & Ma, Xin & Ma, Minda, 2021. "A hybrid multi-objective optimizer-based model for daily electricity demand prediction considering COVID-19," Energy, Elsevier, vol. 219(C).
    23. Combs, Tabitha & Pardo, Carlos F., 2021. "Shifting Streets COVID-19 Mobility Data: Findings from a global dataset and a research agenda for transport planning and policy," SocArXiv 2mzuy, Center for Open Science.
    24. repec:oup:ecpoli:v:27:y:2012:i:70:p:231-273 is not listed on IDEAS
    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. Indre Siksnelyte-Butkiene, 2021. "Impact of the COVID-19 Pandemic to the Sustainability of the Energy Sector," Sustainability, MDPI, vol. 13(23), pages 1-19, November.
    2. Cassetti, Gabriele & Boitier, Baptiste & Elia, Alessia & Le Mouël, Pierre & Gargiulo, Maurizio & Zagamé, Paul & Nikas, Alexandros & Koasidis, Konstantinos & Doukas, Haris & Chiodi, Alessandro, 2023. "The interplay among COVID-19 economic recovery, behavioural changes, and the European Green Deal: An energy-economic modelling perspective," Energy, Elsevier, vol. 263(PC).
    3. Fodstad, Marte & Crespo del Granado, Pedro & Hellemo, Lars & Knudsen, Brage Rugstad & Pisciella, Paolo & Silvast, Antti & Bordin, Chiara & Schmidt, Sarah & Straus, Julian, 2022. "Next frontiers in energy system modelling: A review on challenges and the state of the art," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).

    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. Indre Siksnelyte-Butkiene, 2021. "Impact of the COVID-19 Pandemic to the Sustainability of the Energy Sector," Sustainability, MDPI, vol. 13(23), pages 1-19, November.
    2. Halbrügge, Stephanie & Buhl, Hans Ulrich & Fridgen, Gilbert & Schott, Paul & Weibelzahl, Martin & Weissflog, Jan, 2022. "How Germany achieved a record share of renewables during the COVID-19 pandemic while relying on the European interconnected power network," Energy, Elsevier, vol. 246(C).
    3. Yukseltan, E. & Kok, A. & Yucekaya, A. & Bilge, A. & Aktunc, E. Agca & Hekimoglu, M., 2022. "The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey," Utilities Policy, Elsevier, vol. 76(C).
    4. Tomasz Wołowiec & Iuliia Myroshnychenko & Ihor Vakulenko & Sylwester Bogacki & Anna Maria Wiśniewska & Svitlana Kolosok & Vitaliy Yunger, 2022. "International Impact of COVID-19 on Energy Economics and Environmental Pollution: A Scoping Review," Energies, MDPI, vol. 15(22), pages 1-26, November.
    5. Cassetti, Gabriele & Boitier, Baptiste & Elia, Alessia & Le Mouël, Pierre & Gargiulo, Maurizio & Zagamé, Paul & Nikas, Alexandros & Koasidis, Konstantinos & Doukas, Haris & Chiodi, Alessandro, 2023. "The interplay among COVID-19 economic recovery, behavioural changes, and the European Green Deal: An energy-economic modelling perspective," Energy, Elsevier, vol. 263(PC).
    6. Tomasz Cieślik & Piotr Narloch & Adam Szurlej & Krzysztof Kogut, 2022. "Indirect Impact of the COVID-19 Pandemic on Natural Gas Consumption by Commercial Consumers in a Selected City in Poland," Energies, MDPI, vol. 15(4), pages 1-18, February.
    7. Georgeta Soava & Anca Mehedintu & Mihaela Sterpu & Eugenia Grecu, 2021. "The Impact of the COVID-19 Pandemic on Electricity Consumption and Economic Growth in Romania," Energies, MDPI, vol. 14(9), pages 1-25, April.
    8. Jacek Artur Strojny & Michał Stanisław Chwastek & Elżbieta Badach & Sławomir Jacek Lisek & Piotr Kacorzyk, 2022. "Impacts of COVID-19 on Energy Expenditures of Local Self-Government Units in Poland," Energies, MDPI, vol. 15(4), pages 1-25, February.
    9. Thomas Wiedmann, 2017. "An input–output virtual laboratory in practice – survey of uptake, usage and applications of the first operational IELab," Economic Systems Research, Taylor & Francis Journals, vol. 29(2), pages 296-312, April.
    10. Claeys, Peter & Vašíček, Bořek, 2014. "Measuring bilateral spillover and testing contagion on sovereign bond markets in Europe," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 151-165.
    11. Lekniūtė, Zina & Beetsma, Roel & Ponds, Eduard, 2019. "U.S. municipal yields and unfunded state pension liabilities," Journal of Empirical Finance, Elsevier, vol. 53(C), pages 15-32.
    12. Liu, Li-Jing & Yao, Yun-Fei & Liang, Qiao-Mei & Qian, Xiang-Yan & Xu, Chun-Lei & Wei, Si-Yi & Creutzig, Felix & Wei, Yi-Ming, 2021. "Combining economic recovery with climate change mitigation: A global evaluation of financial instruments," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 438-453.
    13. Tanweer Akram & Syed Al-Helal Uddin, 2021. "An empirical analysis of long-term Brazilian interest rates," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-20, September.
    14. Norman Maswanganyi & Caston Sigauke & Edmore Ranganai, 2021. "Prediction of Extreme Conditional Quantiles of Electricity Demand: An Application Using South African Data," Energies, MDPI, vol. 14(20), pages 1-21, October.
    15. Gunther Capelle-Blancard & Patricia Crifo & Marc-Arthur Diaye & Rim Oueghlissi & Bert Scholtens, 2016. "Environmental, Social and Governance (ESG) performance and sovereign bond spreads: an empirical analysis of OECD countries," Working Papers hal-01401718, HAL.
    16. Tong, Yuan & Wan, Ning & Dai, Xingyu & Bi, Xiaoyi & Wang, Qunwei, 2022. "China's energy stock market jumps: To what extent does the COVID-19 pandemic play a part?," Energy Economics, Elsevier, vol. 109(C).
    17. Shehabi, Manal, 2022. "Modeling long-term impacts of the COVID-19 pandemic and oil price declines on Gulf oil economies," Economic Modelling, Elsevier, vol. 112(C).
    18. Cerqueira, Pedro André & Pereira da Silva, Patrícia, 2023. "Assessment of the impact of COVID-19 lockdown measures on electricity consumption – Evidence from Portugal and Spain," Energy, Elsevier, vol. 282(C).
    19. Jim Hart & Francesco Pomponi, 2021. "A Circular Economy: Where Will It Take Us?," Circular Economy and Sustainability,, Springer.
    20. Jiang, Shiqi & Lin, Xinyue & Qi, Lingli & Zhang, Yongqiang & Sharp, Basil, 2022. "The macro-economic and CO2 emissions impacts of COVID-19 and recovery policies in China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 981-996.

    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:eee:energy:v:238:y:2022:i:pc:s0360544221022635. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.