IDEAS home Printed from https://ideas.repec.org/a/nat/natsus/v7y2024i3d10.1038_s41893-024-01269-y.html
   My bibliography  Save this article

The impact of COVID-19 fiscal spending on climate change adaptation and resilience

Author

Listed:
  • Alexandra Sadler

    (University of Oxford
    University of Edinburgh)

  • Nicola Ranger

    (University of Oxford
    University of Oxford)

  • Sam Fankhauser

    (University of Oxford)

  • Fulvia Marotta

    (University of Oxford)

  • Brian O’Callaghan

    (University of Oxford
    University of Oxford)

Abstract

Government expenditure and taxation have a significant influence on the long-term adaptation and resilience of societies to climate and other environmental shocks. Unprecedented fiscal spending in the COVID-19 recovery offered an opportunity to systematically enhance adaptation and resilience to future shocks. But did the ‘build back better’ rhetoric manifest in more resilient policy? We develop a dedicated fiscal policy taxonomy for climate change adaptation and resilience (A&R)—the Climate Resilience and Adaptation Financing Taxonomy (CRAFT)—and apply this to analyse ~8,000 government policies across 88 countries. We find that US$279–334 billion (9.7–11.1%) of economic recovery spending potentially had direct A&R benefits. This positive spending is substantial in absolute terms but falls well below adaptation needs. Moreover, a notable portion (27.6–28%) of recovery spending may have had negative impacts on A&R, acting to lock in non-resilient infrastructure. We add a deep learning algorithm to consider A&R themes in associated COVID-19 policy documents. Compared with climate mitigation, A&R received only one-third of the spending and was mentioned only one-seventh as frequently in policy documents. These results suggest that the COVID-19 fiscal response missed many opportunities to advance climate A&R. We draw conclusions for how to better align fiscal policy with A&R.

Suggested Citation

  • Alexandra Sadler & Nicola Ranger & Sam Fankhauser & Fulvia Marotta & Brian O’Callaghan, 2024. "The impact of COVID-19 fiscal spending on climate change adaptation and resilience," Nature Sustainability, Nature, vol. 7(3), pages 270-281, March.
  • Handle: RePEc:nat:natsus:v:7:y:2024:i:3:d:10.1038_s41893-024-01269-y
    DOI: 10.1038/s41893-024-01269-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41893-024-01269-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41893-024-01269-y?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. Lisa Westerhoff & E. Carina H. Keskitalo & Sirkku Juhola, 2011. "Capacities across scales: local to national adaptation policy in four European countries," Climate Policy, Taylor & Francis Journals, vol. 11(4), pages 1071-1085, July.
    2. Gary King & Patrick Lam & Margaret E. Roberts, 2017. "Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text," American Journal of Political Science, John Wiley & Sons, vol. 61(4), pages 971-988, October.
    3. David Klenert & Franziska Funke & Linus Mattauch & Brian O’Callaghan, 2020. "Five Lessons from COVID-19 for Advancing Climate Change Mitigation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 751-778, August.
    4. Samantha Hayes & Cheryl Desha & Matthew Burke & Mark Gibbs & Mikhail Chester, 2019. "Leveraging socio-ecological resilience theory to build climate resilience in transport infrastructure," Transport Reviews, Taylor & Francis Journals, vol. 39(5), pages 677-699, September.
    5. Craig R. Allen & David G. Angeler & Brian C. Chaffin & Dirac Twidwell & Ahjond Garmestani, 2019. "Resilience reconciled," Nature Sustainability, Nature, vol. 2(10), pages 898-900, October.
    6. Tomas Chaigneau & Sarah Coulthard & Tim M. Daw & Lucy Szaboova & Laura Camfield & F. Stuart Chapin & Des Gasper & Georgina G. Gurney & Christina C. Hicks & Maggie Ibrahim & Thomas James & Lindsey Jone, 2022. "Reconciling well-being and resilience for sustainable development," Nature Sustainability, Nature, vol. 5(4), pages 287-293, April.
    7. Goel, Rajeev K. & Saunoris, James W. & Goel, Srishti S., 2021. "Supply chain performance and economic growth: The impact of COVID-19 disruptions," Journal of Policy Modeling, Elsevier, vol. 43(2), pages 298-316.
    8. Wenwu Zhao & Caichun Yin & Ting Hua & Michael E. Meadows & Yan Li & Yanxu Liu & Francesco Cherubini & Paulo Pereira & Bojie Fu, 2022. "Achieving the Sustainable Development Goals in the post-pandemic era," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-7, December.
    9. Cameron Hepburn & Brian O’Callaghan & Nicholas Stern & Joseph Stiglitz & Dimitri Zenghelis, 2020. "Will COVID-19 fiscal recovery packages accelerate or retard progress on climate change?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 359-381.
    10. Bingler, Julia Anna & Kraus, Mathias & Leippold, Markus & Webersinke, Nicolas, 2022. "Cheap talk and cherry-picking: What ClimateBert has to say on corporate climate risk disclosures," Finance Research Letters, Elsevier, vol. 47(PB).
    11. Steven J. Davis & Zhu Liu & Zhu Deng & Biqing Zhu & Piyu Ke & Taochun Sun & Rui Guo & Chaopeng Hong & Bo Zheng & Yilong Wang & Olivier Boucher & Pierre Gentine & Philippe Ciais, 2022. "Emissions rebound from the COVID-19 pandemic," Nature Climate Change, Nature, vol. 12(5), pages 412-414, 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. Marion Davin & Mouez Fodha & Thomas Seegmuller, 2024. "Pollution, public debt, and growth: The question of sustainability," Working Papers hal-04620026, HAL.

    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. Zhu Liu & Zhu Deng & Philippe Ciais & Jianguang Tan & Biqing Zhu & Steven J. Davis & Robbie Andrew & Olivier Boucher & Simon Ben Arous & Pep Canadel & Xinyu Dou & Pierre Friedlingstein & Pierre Gentin, 2021. "Global Daily CO$_2$ emissions for the year 2020," Papers 2103.02526, arXiv.org.
    2. Rolando Fuentes & Marzio Galeotti & Alessandro Lanza & Baltasar Manzano, 2020. "COVID-19 and Climate Change: A Tale of Two Global Problems," Sustainability, MDPI, vol. 12(20), pages 1-14, October.
    3. Caterina Lucarelli & Camilla Mazzoli & Sabrina Severini, 2020. "Applying the Theory of Planned Behavior to Examine Pro-Environmental Behavior: The Moderating Effect of COVID-19 Beliefs," Sustainability, MDPI, vol. 12(24), pages 1-17, December.
    4. Emőke Kiss & Dániel Balla & András Donát Kovács, 2022. "Characteristics of Climate Concern—Attitudes and Personal Actions—A Case Study of Hungarian Settlements," Sustainability, MDPI, vol. 14(9), pages 1-22, April.
    5. Imaduddin Abdullah & Dallih Warviyan & Rika Safrina & Nuki Agya Utama & Andy Tirta & Ibham Veza & Irianto Irianto, 2023. "Green Fiscal Stimulus in Indonesia and Vietnam: A Reality Check of Two Emerging Economies," Sustainability, MDPI, vol. 15(3), pages 1-15, January.
    6. Behnam Zakeri & Katsia Paulavets & Leonardo Barreto-Gomez & Luis Gomez Echeverri & Shonali Pachauri & Benigna Boza-Kiss & Caroline Zimm & Joeri Rogelj & Felix Creutzig & Diana Ürge-Vorsatz & David G. , 2022. "Pandemic, War, and Global Energy Transitions," Energies, MDPI, vol. 15(17), pages 1-23, August.
    7. Rajeev K. Goel & Shoji Haruna, 2021. "Unmasking the demand for masks: Analytics of mandating coronavirus masks," Metroeconomica, Wiley Blackwell, vol. 72(3), pages 580-591, July.
    8. Ali Zackery & Joseph Amankwah-Amoah & Zahra Heidari Darani & Shiva Ghasemi, 2022. "COVID-19 Research in Business and Management: A Review and Future Research Agenda," Sustainability, MDPI, vol. 14(16), pages 1-32, August.
    9. Priyan, S. & Matahen, Reem & Priyanshu, Deepa & Mouqdadi, Mahera, 2024. "Environmental strategies for a healthcare system with green technology investment and pandemic effects," Innovation and Green Development, Elsevier, vol. 3(1).
    10. Sandra Wankmüller, 2023. "A comparison of approaches for imbalanced classification problems in the context of retrieving relevant documents for an analysis," Journal of Computational Social Science, Springer, vol. 6(1), pages 91-163, April.
    11. McCannon, Bryan & Zhou, Yang & Hall, Joshua, 2021. "Measuring a Contract’s Breadth: A Text Analysis," Working Papers 11013, George Mason University, Mercatus Center.
    12. 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.
    13. Fraccaroli, Nicolò & Giovannini, Alessandro & Jamet, Jean-François & Persson, Eric, 2022. "Ideology and monetary policy. The role of political parties’ stances in the European Central Bank’s parliamentary hearings," European Journal of Political Economy, Elsevier, vol. 74(C).
    14. Yanguas Parra, Paola & Hauenstein, Christian & Oei, Pao-Yu, 2021. "The death valley of coal – Modelling COVID-19 recovery scenarios for steam coal markets," Applied Energy, Elsevier, vol. 288(C).
    15. Patrycja Klusak & Matthew Agarwala & Matt Burke & Moritz Kraemer & Kamiar Mohaddes, 2023. "Rising Temperatures, Falling Ratings: The Effect of Climate Change on Sovereign Creditworthiness," Management Science, INFORMS, vol. 69(12), pages 7468-7491, December.
    16. David Klenert & Franziska Funke & Linus Mattauch & Brian O’Callaghan, 2020. "Five Lessons from COVID-19 for Advancing Climate Change Mitigation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 751-778, August.
    17. Matthew Agarwala & Matt Burke & Patrycja Klusak & Kamiar Mohaddes & Ulrich Volz & Dimitri Zenghelis, 2021. "Climate change and fiscal sustainability: Risks and opportunities," CAMA Working Papers 2021-80, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    18. Rajeev K. Goel & Ummad Mazhar & James W. Saunoris, 2021. "Identifying the corrupt cog in the wheel: Dimensions of supply chain logistics and cross‐country corruption," Australian Economic Papers, Wiley Blackwell, vol. 60(4), pages 693-709, December.
    19. Afees A. Salisu & Abdulsalam Abidemi Sikiru & Philip C. Omoke, 2023. "COVID-19 pandemic and financial innovations," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3885-3904, August.
    20. Erkan Işığıçok & Sadullah Çelik & Dilek Özdemir Yılmaz, 2023. "Analysis of Skills and Qualifications Required in Data Scientist Job Postings Based on the Pareto Analysis Perspective Using Text Mining," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(39), pages 10-25, December.

    More about this item

    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:nat:natsus:v:7:y:2024:i:3:d:10.1038_s41893-024-01269-y. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.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.