Climate Change Through the Lens of Macroeconomic Modeling

There is a rapidly advancing literature on the macroeconomics of climate change. This review focuses on developments in the construction and solution of structural integrated assessment models (IAMs), highlighting the marriage of state-of-the-art natural science with general equilibrium theory. We discuss challenges in solving dynamic stochastic IAMs with sharp nonlinearities, multiple regions, and multiple sources of risk. Key innovations in deep learning and other machine learning approaches overcome many computational challenges and enhance the accuracy and relevance of policy findings. We conclude with an overview of recent applications of IAMs and key policy insights.

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Publication Details

Journal
Annual Review of Economics
Published
2025-03-19
DOI
https://doi.org/10.1146/annurev-economics-091124-045357
Citations
8
Primary Topic
Climate Change Policy and Economics
Type
article
Field-Weighted Citation Impact
15.66
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article

Climate Change Through the Lens of Macroeconomic Modeling

Jesús Fernández‐Villaverde, Kenneth Gillingham, Simon Scheidegger
8 citations
Annual Review of Economics
Climate Change Policy and Economics
15.66
article

Climate Change Through the Lens of Macroeconomic Modeling

Jesús Fernández‐Villaverde, Kenneth Gillingham, Simon Scheidegger
article en
8 citations

Abstract

There is a rapidly advancing literature on the macroeconomics of climate change. This review focuses on developments in the construction and solution of structural integrated assessment models (IAMs), highlighting the marriage of state-of-the-art natural science with general equilibrium theory. We discuss challenges in solving dynamic stochastic IAMs with sharp nonlinearities, multiple regions, and multiple sources of risk. Key innovations in deep learning and other machine learning approaches overcome many computational challenges and enhance the accuracy and relevance of policy findings. We conclude with an overview of recent applications of IAMs and key policy insights.

Annual Review of EconomicsVol. 17(1)
National Bureau of Economic Research (US), European Respiratory Society (CH), Yale University (US), Centre for Economic Policy Research (GB), University of Pennsylvania (US), University of Lausanne (CH)
Openalex Percentile: Top 2%
Climate Change Policy and Economics
15.66
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