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The effect of cap-and-trade on sectoral emissions: Evidence from California

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  • Lessmann, Christian
  • Kramer, Niklas

Abstract

We study the impact of California’s cap-and-trade system on carbon emissions in the electricity and industrial sectors. We use US state-level panel data covering the period 2005–2019 and apply the synthetic control method to construct an optimal counterfactual for per capita emissions in each sector. In our experiment, emissions in the power sector fall below counterfactual emissions by 48%. In the industrial sector, the state’s emissions are 6% higher than those of the synthetic control unit by the end of the observation period. Thus, cap-and-trade failed to deliver decarbonization across both sectors. While the abatement in the power sector was facilitated by complementary policies and driven by a switch from natural gas to renewables, California’s policy mix has disincentivized emission reductions in the industrial sector.

Suggested Citation

  • Lessmann, Christian & Kramer, Niklas, 2024. "The effect of cap-and-trade on sectoral emissions: Evidence from California," Energy Policy, Elsevier, vol. 188(C).
  • Handle: RePEc:eee:enepol:v:188:y:2024:i:c:s0301421524000867
    DOI: 10.1016/j.enpol.2024.114066
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    1. Benoît Chèze, Julien Chevallier, Nicolas Berghmans, and Emilie Alberola, 2020. "On the CO2 Emissions Determinants During the EU ETS Phases I and II: A Plant-level Analysis Merging the EUTL and Platts Power Data," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 153-184.
    2. Richard Schmalensee & Robert N. Stavins, 2017. "Lessons Learned from Three Decades of Experience with Cap and Trade," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(1), pages 59-79.
    3. Ralf Martin & Mirabelle Muûls & Ulrich J. Wagner, 2016. "The Impact of the European Union Emissions Trading Scheme on Regulated Firms: What Is the Evidence after Ten Years?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 129-148.
    4. Arthur van Benthem & Kenneth Gillingham & James Sweeney, 2008. "Learning-by-Doing and the Optimal Solar Policy in California," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 131-152.
    5. Löschel, Andreas & Lutz, Benjamin Johannes & Managi, Shunsuke, 2019. "The impacts of the EU ETS on efficiency and economic performance – An empirical analyses for German manufacturing firms," Resource and Energy Economics, Elsevier, vol. 56(C), pages 71-95.
    6. Brian C. Murray & Peter T. Maniloff & Evan M. Murray, 2015. "Why Have Greenhouse Emissions in RGGI States Declined? An Econometric Attribution to Economic, Energy Market and Policy Factors (Payne Institute Policy Brief)," Payne Institute Policy Briefs 2014-04, Colorado School of Mines, Division of Economics and Business.
    7. Zhang, Wei & Li, Jing & Li, Guoxiang & Guo, Shucen, 2020. "Emission reduction effect and carbon market efficiency of carbon emissions trading policy in China," Energy, Elsevier, vol. 196(C).
    8. Hernandez-Cortes, Danae & Meng, Kyle C., 2023. "Do environmental markets cause environmental injustice? Evidence from California’s carbon market," Journal of Public Economics, Elsevier, vol. 217(C).
    9. Tvinnereim, Endre & Mehling, Michael, 2018. "Carbon pricing and deep decarbonisation," Energy Policy, Elsevier, vol. 121(C), pages 185-189.
    10. Ryan Rafaty & Geoffroy Dolphin & Felix Pretis, 2020. "Carbon pricing and the elasticity of CO2 emissions," Working Papers EPRG2035, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    11. Grischa Perino, 2018. "New EU ETS Phase 4 rules temporarily puncture waterbed," Nature Climate Change, Nature, vol. 8(4), pages 262-264, April.
    12. Delarue, Erik & Van den Bergh, Kenneth, 2016. "Carbon mitigation in the electric power sector under cap-and-trade and renewables policies," Energy Policy, Elsevier, vol. 92(C), pages 34-44.
    13. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    14. Justin Caron, Sebastian Rausch, and Niven Winchester, 2015. "Leakage from sub-national climate policy: The case of Californias capandtrade program," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    15. Benoît Chèze & Julien Chevallier & Nicolas Berghmans & Emilie Alberola, 2020. "On the CO2 Emissions Determinants During the EU ETS Phases I and II: A Plant-level Analysis Merging the EUTL and Platts Power Data," Post-Print halshs-04250245, HAL.
    16. Dechezleprêtre, Antoine & Nachtigall, Daniel & Venmans, Frank, 2023. "The joint impact of the European Union emissions trading system on carbon emissions and economic performance," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    17. Jonas Meckling & Thomas Sterner & Gernot Wagner, 2017. "Policy sequencing toward decarbonization," Nature Energy, Nature, vol. 2(12), pages 918-922, December.
    18. Meredith Fowlie, 2011. "Updating the Allocation of Greenhouse Gas Emissions Permits in a Federal Cap-and-Trade Program," NBER Chapters, in: The Design and Implementation of US Climate Policy, pages 157-171, National Bureau of Economic Research, Inc.
    19. Van den Bergh, Kenneth & Delarue, Erik & D'haeseleer, William, 2013. "Impact of renewables deployment on the CO2 price and the CO2 emissions in the European electricity sector," Energy Policy, Elsevier, vol. 63(C), pages 1021-1031.
    20. Rohan Best & Paul J. Burke & Frank Jotzo, 2020. "Carbon Pricing Efficacy: Cross-Country Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(1), pages 69-94, September.
    21. Chen, Xing & Lin, Boqiang, 2021. "Towards carbon neutrality by implementing carbon emissions trading scheme: Policy evaluation in China," Energy Policy, Elsevier, vol. 157(C).
    22. Lee, Kangil & Melstrom, Richard T., 2018. "Evidence of increased electricity influx following the regional greenhouse gas initiative," Energy Economics, Elsevier, vol. 76(C), pages 127-135.
    23. Ashok Kaul & Stefan Klößner & Gregor Pfeifer & Manuel Schieler, 2022. "Standard Synthetic Control Methods: The Case of Using All Preintervention Outcomes Together With Covariates," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1362-1376, June.
    24. Bartram, Söhnke M. & Hou, Kewei & Kim, Sehoon, 2022. "Real effects of climate policy: Financial constraints and spillovers," Journal of Financial Economics, Elsevier, vol. 143(2), pages 668-696.
    25. Fell, Harrison & Maniloff, Peter, 2018. "Leakage in regional environmental policy: The case of the regional greenhouse gas initiative," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 1-23.
    26. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2011. "Synth: An R Package for Synthetic Control Methods in Comparative Case Studies," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i13).
    27. Johan Lilliestam & Anthony Patt & Germán Bersalli, 2021. "The effect of carbon pricing on technological change for full energy decarbonization: A review of empirical ex‐post evidence," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 12(1), January.
    28. Jurate Jaraite-Ka~ukauske and Corrado Di Maria, 2016. "Did the EU ETS Make a Difference? An Empirical Assessment Using Lithuanian Firm-Level Data," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    29. J. van den Bergh & J. Castro & S. Drews & F. Exadaktylos & J. Foramitti & F. Klein & T. Konc & I. Savin, 2021. "Designing an effective climate-policy mix: accounting for instrument synergy," Climate Policy, Taylor & Francis Journals, vol. 21(6), pages 745-764, July.
    30. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    31. Chan, Nathan W. & Morrow, John W., 2019. "Unintended consequences of cap-and-trade? Evidence from the Regional Greenhouse Gas Initiative," Energy Economics, Elsevier, vol. 80(C), pages 411-422.
    32. Michael Pahle & Dallas Burtraw & Christian Flachsland & Nina Kelsey & Eric Biber & Jonas Meckling & Ottmar Edenhofer & John Zysman, 2018. "Sequencing to ratchet up climate policy stringency," Nature Climate Change, Nature, vol. 8(10), pages 861-867, October.
    33. Mastrandrea, Michael D. & Inman, Mason & Cullenward, Danny, 2020. "Assessing California's progress toward its 2020 greenhouse gas emissions limit," Energy Policy, Elsevier, vol. 138(C).
    34. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    35. Richard Schmalensee & Robert N Stavins, 2017. "The design of environmental markets: What have we learned from experience with cap and trade?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(4), pages 572-588.
    36. Benoit Chèze & Julien Chevallier & Nicolas Berghmans & Emilie Alberola, 2020. "On the CO2 Emissions Determinants During the EU ETS Phases I and II: A Plant-level Analysis Merging the EUTL and Platts Power Data," The Energy Journal, , vol. 41(4), pages 153-184, July.
    37. Yan, Jingchi, 2021. "The impact of climate policy on fossil fuel consumption: Evidence from the Regional Greenhouse Gas Initiative (RGGI)," Energy Economics, Elsevier, vol. 100(C).
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    More about this item

    Keywords

    Cap-and-trade; Carbon pricing; Climate policy; Effectiveness; Synthetic control method;
    All these keywords.

    JEL classification:

    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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