IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v154y2026ics0140988325009326.html

Distributional impacts of heterogenous carbon prices in the EU

Author

Listed:
  • Merkle, Magnus
  • Dolphin, Geoffroy

Abstract

We analyse the impact of carbon price heterogeneity on households in the EU from 2010 to 2020 using a novel dataset that combines carbon pricing policies with household budget survey data and a global multiregional input-output framework. Accounting for both heterogeneity in carbon pricing across emission sources and the indirect effects from inter-industry linkages, we obtain two key findings. First, due to incomplete carbon pricing coverage, household burdens have been lower than previously estimated. Second, carbon pricing incidence across income groups differs not only due to varying carbon intensities of demand but also due to differing expenditure shares on products that benefit from exemptions. In the majority of EU countries, low-income households have on average paid higher prices for the carbon embodied in their consumption than high-income households. Closing the carbon pricing gaps, particularly with regard to emissions embodied in imports, can help equalise burdens.

Suggested Citation

  • Merkle, Magnus & Dolphin, Geoffroy, 2026. "Distributional impacts of heterogenous carbon prices in the EU," Energy Economics, Elsevier, vol. 154(C).
  • Handle: RePEc:eee:eneeco:v:154:y:2026:i:c:s0140988325009326
    DOI: 10.1016/j.eneco.2025.109102
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325009326
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2025.109102?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Lucas Chancel, 2022. "Global carbon inequality over 1990–2019," Nature Sustainability, Nature, vol. 5(11), pages 931-938, November.
    2. Wachsmann, Ulrike & Wood, Richard & Lenzen, Manfred & Schaeffer, Roberto, 2009. "Structural decomposition of energy use in Brazil from 1970 to 1996," Applied Energy, Elsevier, vol. 86(4), pages 578-587, April.
    3. Hänsel, Martin C. & Franks, Max & Kalkuhl, Matthias & Edenhofer, Ottmar, 2022. "Optimal carbon taxation and horizontal equity: A welfare-theoretic approach with application to German household data," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    4. Lucas Chancel, 2022. "Global carbon inequality over 1990–2019," PSE-Ecole d'économie de Paris (Postprint) halshs-04157767, HAL.
    5. Paul De Boer, 2008. "Additive Structural Decomposition Analysis and Index Number Theory: An Empirical Application of the Montgomery Decomposition," Economic Systems Research, Taylor & Francis Journals, vol. 20(1), pages 97-109.
    6. Fremstad, Anders & Paul, Mark, 2019. "The Impact of a Carbon Tax on Inequality," Ecological Economics, Elsevier, vol. 163(C), pages 88-97.
    7. Lucas W. Davis & Christopher R. Knittel, 2019. "Are Fuel Economy Standards Regressive?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(S1), pages 37-63.
    8. B. W. Ang & Ki-Hong Choi, 1997. "Decomposition of Aggregate Energy and Gas Emission Intensities for Industry: A Refined Divisia Index Method," The Energy Journal, , vol. 18(3), pages 59-73, July.
    9. Alessandro Tavoni & Ralph Winkler, 2021. "Domestic Pressure and International Climate Cooperation," Annual Review of Resource Economics, Annual Reviews, vol. 13(1), pages 225-243, October.
    10. Boyce, James K., 2018. "Carbon Pricing: Effectiveness and Equity," Ecological Economics, Elsevier, vol. 150(C), pages 52-61.
    11. George J. Stigler, 1971. "The Theory of Economic Regulation," Bell Journal of Economics, The RAND Corporation, vol. 2(1), pages 3-21, Spring.
    12. Goulder, Lawrence H. & Hafstead, Marc A.C. & Kim, GyuRim & Long, Xianling, 2019. "Impacts of a carbon tax across US household income groups: What are the equity-efficiency trade-offs?," Journal of Public Economics, Elsevier, vol. 175(C), pages 44-64.
    13. Rausch, Sebastian & Metcalf, Gilbert & Reilly, John, 2021. "Distributional impacts of carbon pricing: A general equilibrium approach with micro data for households," CEPR Press Book Chapters, in: Weder di Mauro, Beatrice (ed.), Combating Climate Change: A CEPR Collection, edition 1, volume 1, chapter 8, Centre for Economic Policy Research.
    14. Lucas Chancel, 2022. "Global carbon inequality over 1990–2019," Post-Print halshs-04157767, HAL.
    15. Su, Bin & Ang, B.W., 2012. "Structural decomposition analysis applied to energy and emissions: Some methodological developments," Energy Economics, Elsevier, vol. 34(1), pages 177-188.
    16. Feindt, Simon & Kornek, Ulrike & Labeaga, José M. & Sterner, Thomas & Ward, Hauke, 2021. "Understanding regressivity: Challenges and opportunities of European carbon pricing," Energy Economics, Elsevier, vol. 103(C).
    17. Ang, B.W. & Liu, F.L., 2001. "A new energy decomposition method: perfect in decomposition and consistent in aggregation," Energy, Elsevier, vol. 26(6), pages 537-548.
    18. repec:aen:journl:1997v18-03-a03 is not listed on IDEAS
    19. Dolphin, Geoffroy & Xiahou, Qinrui, 2022. "World Carbon Pricing Database: Sources and Methods," RFF Working Paper Series 22-05, Resources for the Future.
    20. Jan C. Steckel & Ira I. Dorband & Lorenzo Montrone & Hauke Ward & Leonard Missbach & Fabian Hafner & Michael Jakob & Sebastian Renner, 2021. "Distributional impacts of carbon pricing in developing Asia," Nature Sustainability, Nature, vol. 4(11), pages 1005-1014, November.
    21. Thomas Douenne & Adrien Fabre, 2022. "Yellow Vests, Pessimistic Beliefs, and Carbon Tax Aversion," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 81-110, February.
    22. Geoffroy Dolphin & Michael G Pollitt & David M Newbery, 2020. "The political economy of carbon pricing: a panel analysis," Oxford Economic Papers, Oxford University Press, vol. 72(2), pages 472-500.
    23. Abrell, Jan & Rausch, Sebastian & Schwarz, Giacomo A., 2018. "How robust is the uniform emissions pricing rule to social equity concerns?," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 783-814.
    24. Sara Maestre-Andrés & Stefan Drews & Jeroen van den Bergh, 2020. "Perceived fairness and public acceptability of carbon pricing: a review of the literature," Climate Policy, Taylor & Francis Journals, vol. 19(9), pages 1186-1204, July.
    25. Mayer, Jakob & Dugan, Anna & Bachner, Gabriel & Steininger, Karl W., 2021. "Is carbon pricing regressive? Insights from a recursive-dynamic CGE analysis with heterogeneous households for Austria," Energy Economics, Elsevier, vol. 104(C).
    26. Nils Ohlendorf & Michael Jakob & Jan Christoph Minx & Carsten Schröder & Jan Christoph Steckel, 2021. "Distributional Impacts of Carbon Pricing: A Meta-Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(1), pages 1-42, January.
    27. Cristina Peñasco & Laura Díaz Anadón & Elena Verdolini, 2021. "Author Correction: Systematic review of the outcomes and trade-offs of ten types of decarbonization policy instruments," Nature Climate Change, Nature, vol. 11(3), pages 274-274, March.
    28. Hoekstra, Rutger & van den Bergh, Jeroen C. J. M., 2003. "Comparing structural decomposition analysis and index," Energy Economics, Elsevier, vol. 25(1), pages 39-64, January.
    29. Don Fullerton & Erich Muehlegger, 2019. "Who Bears the Economic Burdens of Environmental Regulations?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(1), pages 62-82.
    30. Tobias Emonts-Holley & Andrew Ross & Kim Swales, 2021. "Estimating induced effects in IO impact analysis: variation in the methods for calculating the Type II Leontief multipliers," Economic Systems Research, Taylor & Francis Journals, vol. 33(4), pages 429-445, October.
    31. Paul de Boer & João F. D. Rodrigues, 2020. "Decomposition analysis: when to use which method?," Economic Systems Research, Taylor & Francis Journals, vol. 32(1), pages 1-28, January.
    32. Kevin Rennert & Frank Errickson & Brian C. Prest & Lisa Rennels & Richard G. Newell & William Pizer & Cora Kingdon & Jordan Wingenroth & Roger Cooke & Bryan Parthum & David Smith & Kevin Cromar & Dela, 2022. "Comprehensive evidence implies a higher social cost of CO2," Nature, Nature, vol. 610(7933), pages 687-692, October.
    33. Bin Su & B. W. Ang, 2012. "Structural Decomposition Analysis Applied To Energy And Emissions: Aggregation Issues," Economic Systems Research, Taylor & Francis Journals, vol. 24(3), pages 299-317, March.
    34. Manfred Lenzen & Arne Geschke & Muhammad Daaniyall Abd Rahman & Yanyan Xiao & Jacob Fry & Rachel Reyes & Erik Dietzenbacher & Satoshi Inomata & Keiichiro Kanemoto & Bart Los & Daniel Moran & Hagen Sch, 2017. "The Global MRIO Lab – charting the world economy," Economic Systems Research, Taylor & Francis Journals, vol. 29(2), pages 158-186, April.
    35. Wood, Richard & Lenzen, Manfred, 2006. "Zero-value problems of the logarithmic mean divisia index decomposition method," Energy Policy, Elsevier, vol. 34(12), pages 1326-1331, August.
    36. Antosiewicz, Marek & Fuentes, J. Rodrigo & Lewandowski, Piotr & Witajewski-Baltvilks, Jan, 2022. "Distributional effects of emission pricing in a carbon-intensive economy: The case of Poland," Energy Policy, Elsevier, vol. 160(C).
    37. Jan Christoph Steckel & Sebastian Renner & Leonard Missbach, 2021. "Distributional Impacts of Carbon Pricing in Low- and Middle-Income Countries," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 22(05), pages 26-32, September.
    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. repec:ces:ceswps:_12258 is not listed on IDEAS
    2. Malerba, Daniele & Roscioli, Federico & Gaentzsch, Anja & Ward, Hauke, 2024. "Changing carbon footprints and the consequent impacts of carbon taxes and cash transfers on poverty and inequality across years: A Peruvian case study," Energy Policy, Elsevier, vol. 192(C).
    3. Missbach, Leonard & Steckel, Jan Christoph, 2024. "Distributional impacts of climate policy and effective compensation: Evidence from 88 countries," EconStor Preprints 296491, ZBW - Leibniz Information Centre for Economics.
    4. Kettner, Claudia & Leoni, Thomas & Köberl, Judith & Kortschak, Dominik & Sommer, Mark & Kulmer, Veronika, 2026. "Investigating equity and efficiency in carbon pricing with revenue recycling: A combined macro- and micro-modelling approach," Energy Policy, Elsevier, vol. 209(PB).
    5. Angela Köppl & Margit Schratzenstaller, 2023. "Carbon taxation: A review of the empirical literature," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1353-1388, September.
    6. Muth, Daniel, 2023. "Pathways to stringent carbon pricing: Configurations of political economy conditions and revenue recycling strategies. A comparison of thirty national level policies," Ecological Economics, Elsevier, vol. 214(C).
    7. Vona, Francesco, 2023. "Managing the distributional effects of climate policies: A narrow path to a just transition," Ecological Economics, Elsevier, vol. 205(C).
    8. Missbach, Leonard & Steckel, Jan Christoph & Vogt-Schilb, Adrien, 2024. "Cash transfers in the context of carbon pricing reforms in Latin America and the Caribbean," World Development, Elsevier, vol. 173(C).
    9. Linden, Jules & O’Donoghue, Cathal & Sologon, Denisa M., 2024. "The many faces of carbon tax regressivity—Why carbon taxes are not always regressive for the same reason," Energy Policy, Elsevier, vol. 192(C).
    10. Costantini, Valeria & Martini, Chiara & Mina, Benedetta & Zoli, Mariangela, 2025. "The welfare impact of climate action: A distributional analysis for Italy," Energy Economics, Elsevier, vol. 143(C).
    11. Shei, Cheng-Hsiang & Liu, John Chung-En & Hsieh, I-Yun Lisa, 2026. "Equity in carbon pricing: Impacts on household carbon burdens across different demographics," Ecological Economics, Elsevier, vol. 242(C).
    12. Sommer, Stephan & Mattauch, Linus & Pahle, Michael, 2022. "Supporting carbon taxes: The role of fairness," Ecological Economics, Elsevier, vol. 195(C).
    13. Martin C. Hänsel & Daniel Spiro, 2025. "Four Questions About the Distributional Effects of Climate Policy," CESifo Working Paper Series 12348, CESifo.
    14. Lan, Jun & Malik, Arunima & Lenzen, Manfred & McBain, Darian & Kanemoto, Keiichiro, 2016. "A structural decomposition analysis of global energy footprints," Applied Energy, Elsevier, vol. 163(C), pages 436-451.
    15. Mardones, Cristian, 2024. "Improving the estimation of the distributional impacts of carbon pricing and targeted transfers to reduce its regressivity in Latin American countries," Ecological Economics, Elsevier, vol. 225(C).
    16. Kettner, Claudia & Leoni, Thomas & Köberl, Judith & Kortschak, Dominik & Kirchner, Mathias & Sommer, Mark & Wallenko, Laura & Bachner, Gabriel & Mayer, Jakob & Spittler, Nathalie & Kulmer, Veronika, 2024. "Modelling the economy-wide effects of unilateral CO2 pricing under different revenue recycling schemes in Austria – Searching for a triple dividend," Energy Economics, Elsevier, vol. 137(C).
    17. Li, Yangfan & Zhang, Xiaoyun, 2023. "Recycling scheme of carbon pricing for inclusive decarbonization and energy transition: A recursive computable general equilibrium analysis in China," Renewable Energy, Elsevier, vol. 217(C).
    18. Ravigné, Emilien & Ghersi, Frédéric & Nadaud, Franck, 2022. "Is a fair energy transition possible? Evidence from the French low-carbon strategy," Ecological Economics, Elsevier, vol. 196(C).
    19. Weiner, Csaba & Muth, Dániel & Lakócai, Csaba, 2023. "A szén-dioxid-kibocsátást terhelő adó társadalmi elfogadottsága és a fizetési hajlandóság alakulása Magyarországon [Public acceptance of and willingness to pay for a tax on carbon-dioxide emissions in Hungary]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(10), pages 1077-1107.
    20. Teresa Lackner & Stefan Nabernegg, 2026. "Who pays for decarbonizing homes?," Graz Economics Papers 2026-07, University of Graz, Department of Economics.
    21. Immervoll, Herwig & Linden, Jules & O'Donoghue, Cathal & Sologon, Denisa M., 2025. "Carbon pricing and household burdens in newly affluent countries - An application to Lithuania," Energy Policy, Elsevier, vol. 206(C).

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • H22 - Public Economics - - Taxation, Subsidies, and Revenue - - - Incidence
    • H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    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:154:y:2026:i:c:s0140988325009326. 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.