IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v152y2025ics0140988325008564.html

Meta-emulation: An application to the social cost of carbon

Author

Listed:
  • Tol, Richard S.J.

Abstract

A large database of published model results is used to estimate the distribution of the social cost of carbon as a function of the underlying assumptions. The literature on the social cost of carbon deviates in its assumptions from the literatures on the impacts of climate change, discounting, and risk aversion. The proposed meta-emulator corrects this. The social cost of carbon is higher than reported in the literature, by $29/tC at the median and by $139/tC at the 95th percentile.

Suggested Citation

  • Tol, Richard S.J., 2025. "Meta-emulation: An application to the social cost of carbon," Energy Economics, Elsevier, vol. 152(C).
  • Handle: RePEc:eee:eneeco:v:152:y:2025:i:c:s0140988325008564
    DOI: 10.1016/j.eneco.2025.109026
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325008564
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2025.109026?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 look for a different version below or

    for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Fankhauser, Samuel & S.J. Tol, Richard, 2005. "On climate change and economic growth," Resource and Energy Economics, Elsevier, vol. 27(1), pages 1-17, January.
    2. David Anthoff & Richard S. J. Tol, 2022. "Testing the Dismal Theorem," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 9(5), pages 885-920.
    3. Havranek, Tomas & Horvath, Roman & Irsova, Zuzana & Rusnak, Marek, 2015. "Cross-country heterogeneity in intertemporal substitution," Journal of International Economics, Elsevier, vol. 96(1), pages 100-118.
    4. Havranek, Tomas & Irsova, Zuzana & Janda, Karel & Zilberman, David, 2015. "Selective reporting and the social cost of carbon," Energy Economics, Elsevier, vol. 51(C), pages 394-406.
    5. Frances C. Moore & Moritz A. Drupp & James Rising & Simon Dietz & Ivan Rudik & Gernot Wagner, 2024. "Synthesis of evidence yields high social cost of carbon due to structural model variation and uncertainties," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 121(52), pages 2410733121-, December.
    6. Richard S. J. Tol, 2023. "Social cost of carbon estimates have increased over time," Nature Climate Change, Nature, vol. 13(6), pages 532-536, June.
    7. Frikk Nesje & Moritz A. Drupp & Mark C. Freeman & Ben Groom, 2023. "Philosophers and economists agree on climate policy paths but for different reasons," Nature Climate Change, Nature, vol. 13(6), pages 515-522, June.
    8. Tol, Richard S.J., 2024. "A meta-analysis of the total economic impact of climate change," Energy Policy, Elsevier, vol. 185(C).
    9. William D. Nordhaus, 1993. "Reflections on the Economics of Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 7(4), pages 11-25, Fall.
    10. Cees Withagen, 2022. "On Simple Rules for the Social Cost of Carbon," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(2), pages 461-481, June.
    11. Dong, Jinchi & Tol, Richard S.J. & Wang, Fangzhi, 2024. "Towards a social cost of carbon with national characteristics," Economics Letters, Elsevier, vol. 244(C).
    12. Peter H. Howard & Thomas Sterner, 2025. "Methodology Matters: A Careful Meta-Analysis of Climate Damages," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(12), pages 3289-3327, December.
    13. repec:aen:journl:1992v13-01-a04 is not listed on IDEAS
    14. Francisco Estrada & Richard S. J. Tol, 2015. "Toward Impact Functions For Stochastic Climate Change," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 6(04), pages 1-13, November.
    15. Stephen C. Peck & Thomas J. Teisberg, 1992. "CETA: A Model for Carbon Emissions Trajectory Assessment," The Energy Journal, , vol. 13(1), pages 55-77, January.
    16. Jindrich Matousek & Tomas Havranek & Zuzana Irsova, 2022. "Individual discount rates: a meta-analysis of experimental evidence," Experimental Economics, Springer;Economic Science Association, vol. 25(1), pages 318-358, February.
    17. Mikhail Golosov & John Hassler & Per Krusell & Aleh Tsyvinski, 2014. "Optimal Taxes on Fossil Fuel in General Equilibrium," Econometrica, Econometric Society, vol. 82(1), pages 41-88, January.
    Full references (including those not matched with items on IDEAS)

    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. Tol, Richard S.J., 2024. "A meta-analysis of the total economic impact of climate change," Energy Policy, Elsevier, vol. 185(C).
    2. Wang, Fangzhi & Liao, Hua & Tol, Richard S.J., 2025. "Baumol’s climate disease," European Economic Review, Elsevier, vol. 180(C).
    3. Richard S J Tol, 2018. "The Economic Impacts of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 4-25.
    4. Zuzana Irsova & Hristos Doucouliagos & Tomas Havranek & T. D. Stanley, 2024. "Meta‐analysis of social science research: A practitioner's guide," Journal of Economic Surveys, Wiley Blackwell, vol. 38(5), pages 1547-1566, December.
    5. Dong, Jinchi & Tol, Richard S.J. & Wang, Fangzhi, 2024. "Towards a social cost of carbon with national characteristics," Economics Letters, Elsevier, vol. 244(C).
    6. Zigraiova, Diana & Havranek, Tomas & Irsova, Zuzana & Novak, Jiri, 2021. "How puzzling is the forward premium puzzle? A meta-analysis," European Economic Review, Elsevier, vol. 134(C).
    7. Richard S. J. Tol, 2023. "Social cost of carbon estimates have increased over time," Nature Climate Change, Nature, vol. 13(6), pages 532-536, June.
    8. Gregory Casey & Stephie Fried & Ethan Goode, 2023. "Projecting the Impact of Rising Temperatures: The Role of Macroeconomic Dynamics," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(3), pages 688-718, September.
    9. Kumar, Naveen & Maiti, Dibyendu, 2025. "Climate change, state capacity and uneven growth: A disaggregated analysis of India," Economic Modelling, Elsevier, vol. 153(C).
    10. Richard S.J. Tol, 2021. "Estimates of the social cost of carbon have not changed over time," Working Paper Series 0821, Department of Economics, University of Sussex Business School.
    11. Tol, Richard S.J., 2019. "A social cost of carbon for (almost) every country," Energy Economics, Elsevier, vol. 83(C), pages 555-566.
    12. Jan Bruha & Jaromir Tonner & Mojmir Hampl & Tomas Havranek & Mirko Djukic & Tibor Hledik & Jiri Polansky & Ljubica Trajcev & Jan Vlcek & Ruslan Aliyev & Dana Hajkova & Ivana Kubicova, 2017. "Effects of Monetary Policy," Occasional Publications - Edited Volumes, Czech National Bank, Research and Statistics Department, edition 2, volume 15, number rb15/2 edited by Jan Babecky & Michal Franta & Jan Bruha.
    13. Michal Andrle & Oxana Babecka Kucharcukova & Jaromir Baxa & Jan Bruha & Peter Claeys & Jan Filacek & Jakub Mateju & Miroslav Plasil & Serhat Solmaz & Borek Vasicek, 2015. "Monetary Policy Challenges in a Low-Inflation Environment," Occasional Publications - Edited Volumes, Czech National Bank, Research and Statistics Department, edition 2, volume 13, number rb13/2 edited by Jan Babecky & Michal Franta.
    14. Michael Donadelli & Marcus Jüppner & Antonio Paradiso & Christian Schlag, 2021. "Computing Macro-Effects and Welfare Costs of Temperature Volatility: A Structural Approach," Computational Economics, Springer;Society for Computational Economics, vol. 58(2), pages 347-394, August.
    15. Cazachevici, Alina & Havranek, Tomas & Horvath, Roman, 2020. "Remittances and economic growth: A meta-analysis," World Development, Elsevier, vol. 134(C).
    16. Havranek, Tomas & Horvath, Roman & Zeynalov, Ayaz, 2016. "Natural Resources and Economic Growth: A Meta-Analysis," World Development, Elsevier, vol. 88(C), pages 134-151.
    17. Gerlagh, Reyer, 2022. "Climate, Technology, Family Size; on the Crossroad between Two Ultimate Externalities," Other publications TiSEM b6d5b02f-4624-46fd-836a-b, Tilburg University, School of Economics and Management.
    18. Daniel J. A. Johansson & Christian Azar & Susanne Pettersson & Thomas Sterner & Marc E. J. Stettler & Roger Teoh, 2025. "The social costs of aviation CO2 and contrail cirrus," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
    19. Jindrich Matousek & Tomas Havranek & Zuzana Irsova, 2022. "Individual discount rates: a meta-analysis of experimental evidence," Experimental Economics, Springer;Economic Science Association, vol. 25(1), pages 318-358, February.
    20. Yin-Wong Cheung & Wenhao Wang, 2020. "A Jackknife Model Averaging Analysis of RMB Misalignment Estimates," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 11(02), pages 1-45, June.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:eee:eneeco:v:152:y:2025:i:c:s0140988325008564. 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.elsevier.com/locate/eneco .

    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.