@article{be9f9aea8615436387a992e635f09e6f,
title = "The impact of COVID-19 fiscal spending on climate change adaptation and resilience",
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 {\textquoteleft}build back better{\textquoteright} 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.",
author = "Alexandra Sadler and Nicola Ranger and Sam Fankhauser and Fulvia Marotta and Brian O{\textquoteright}Callaghan",
note = "Funding Information: We thank C. Hepburn for counsel in developing GRO and considering its useful applications; B. Boileau and N. Yau for assistance with literature review for A&R scoring; the 35 research assistants who provided tracked national spending profiles over 2020–2021 for the Global Recovery Observatory, namely: Z. Angell, R. Bagwan, O. Bater, E. Beal, K. Bentley, F. Bialek, A. Blackwood, B. Boileau, H. Bulut, K. Chowdhry, Z. Didarali, O. Erder, H. Flodell, Ge. Grey, S. Gupta, A. Hangchi, T. Hazell, L. Heeney, D. Hristov, A. Janz, T. Lee, M. Karlubik, A. Kitsberg, H. Kope, E. Murdock, N. Ostrovsky, K. Polkinghorne, L. M. Purroy Sanchez, N. Rosenbaum, L. Tillmann-Morris, D. Tritsch, M. Wang, E. Wen and N. Yau; E. Murdoch, E. Beal, L. Heeney, N. Yau and Z. Didarali for coordinating various aspects of GRO tracking. We gratefully acknowledge funding from the following organizations: Green Fiscal Policy Network; Children{\textquoteright}s Investment Fund Foundation; ClimateWorks Foundation; United Nations Environment Programme (UNEP); Climate Compatible Growth Programme of the United Kingdom{\textquoteright}s Foreign, Commonwealth and Development Office (FCDO). The Global Recovery Observatory is a partnership between the Smith School of Enterprise and Environment at Oxford University, UNEP, the United Nations Development Programme (UNDP), the Partnership for Action on Green Economy (PAGE) and partners of the Green Fiscal Policy Network (the International Monetary Fund, UNEP and the Deutsche Gesellschaft f{\"u}r Internationale Zusammenarbeit). Publisher Copyright: {\textcopyright} 2024, The Author(s).",
year = "2024",
month = mar,
doi = "10.1038/s41893-024-01269-y",
language = "English",
volume = "7",
pages = "270--281",
journal = "Nature Sustainability",
issn = "2398-9629",
publisher = "Nature Publishing Group",
number = "3",
}