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Drivers and pass-through of the EU ETS price: Evidence from the power sector

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  • Bai, Yiyi
  • Okullo, Samuel J.

Abstract

Despite low and volatile allowance prices observed between 2008 and 2018 within the European Union (EU) Emission Trading System (ETS), power generators’ responses were by and large consistent with predictions of economic theory. We infer this in a number of steps. First by establishing that the qualitative response of the EU ETS allowance price to variations in the pre-eminent drivers of short-term fuel-switching, both the gas and coal price, is as economic theory prescribes. Second, we decompose allowance price returns and impute that allowance banking had value in helping generators smooth compliance costs. Third, we show that pass-through of allowance costs was (more than) complete in seven major European markets for both coal- and gas- fired power generation. Our inference on pass-through is novel in that we impute allowance cost pass-through by dispatch technology even when the merit-order curve is unobserved. Put together, our findings imply that even prior to the recent reform-induced price appreciation, the EU ETS was more functional than many observers recognized.

Suggested Citation

  • Bai, Yiyi & Okullo, Samuel J., 2023. "Drivers and pass-through of the EU ETS price: Evidence from the power sector," Energy Economics, Elsevier, vol. 123(C).
  • Handle: RePEc:eee:eneeco:v:123:y:2023:i:c:s0140988323001962
    DOI: 10.1016/j.eneco.2023.106698
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    as
    1. Chang,Fwu-Ranq, 2009. "Stochastic Optimization in Continuous Time," Cambridge Books, Cambridge University Press, number 9780521541947.
    2. Natalia Fabra & Mar Reguant, 2014. "Pass-Through of Emissions Costs in Electricity Markets," American Economic Review, American Economic Association, vol. 104(9), pages 2872-2899, September.
    3. Benz, Eva & Trück, Stefan, 2009. "Modeling the price dynamics of CO2 emission allowances," Energy Economics, Elsevier, vol. 31(1), pages 4-15, January.
    4. Fan, Ying & Jia, Jun-Jun & Wang, Xin & Xu, Jin-Hua, 2017. "What policy adjustments in the EU ETS truly affected the carbon prices?," Energy Policy, Elsevier, vol. 103(C), pages 145-164.
    5. Guo, Bowei & Castagneto Gissey, Giorgio, 2021. "Cost pass-through in the British wholesale electricity market," Energy Economics, Elsevier, vol. 102(C).
    6. Koch, Nicolas & Fuss, Sabine & Grosjean, Godefroy & Edenhofer, Ottmar, 2014. "Causes of the EU ETS price drop: Recession, CDM, renewable policies or a bit of everything?—New evidence," Energy Policy, Elsevier, vol. 73(C), pages 676-685.
    7. Kling, Catherine & Rubin, Jonathan, 1997. "Bankable permits for the control of environmental pollution," Journal of Public Economics, Elsevier, vol. 64(1), pages 101-115, April.
    8. Rickels Wilfried & Görlich Dennis & Peterson Sonja, 2015. "Explaining European Emission Allowance Price Dynamics: Evidence from Phase II," German Economic Review, De Gruyter, vol. 16(2), pages 181-202, May.
    9. Schennach, Susanne M., 2000. "The Economics of Pollution Permit Banking in the Context of Title IV of the 1990 Clean Air Act Amendments," Journal of Environmental Economics and Management, Elsevier, vol. 40(3), pages 189-210, November.
    10. Harrison Fell, Beat Hintermann, and Herman Vollebergh, 2015. "Carbon content of electricity futures in Phase II of the EU ETS," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    11. Koch, Nicolas & Grosjean, Godefroy & Fuss, Sabine & Edenhofer, Ottmar, 2016. "Politics matters: Regulatory events as catalysts for price formation under cap-and-trade," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 121-139.
    12. Aatola, Piia & Ollikainen, Markku & Toppinen, Anne, 2013. "Price determination in the EU ETS market: Theory and econometric analysis with market fundamentals," Energy Economics, Elsevier, vol. 36(C), pages 380-395.
    13. Hintermann, Beat, 2010. "Allowance price drivers in the first phase of the EU ETS," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 43-56, January.
    14. Beat Hintermann & Sonja Peterson & Wilfried Rickels, 2016. "Price and Market Behavior in Phase II of the EU ETS: A Review of the Literature," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 108-128.
    15. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    16. Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2005. "There is a risk-return trade-off after all," Journal of Financial Economics, Elsevier, vol. 76(3), pages 509-548, June.
    17. Peter Heindl, 2017. "The impact of administrative transaction costs in the EU emissions trading system," Climate Policy, Taylor & Francis Journals, vol. 17(3), pages 314-329, April.
    18. Creti, Anna & Jouvet, Pierre-André & Mignon, Valérie, 2012. "Carbon price drivers: Phase I versus Phase II equilibrium?," Energy Economics, Elsevier, vol. 34(1), pages 327-334.
    19. Robert Germeshausen, 2020. "The European Union Emissions Trading Scheme and Fuel Efficiency of Fossil Fuel Power Plants in Germany," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(4), pages 751-777.
    20. Conrad, Christian & Rittler, Daniel & Rotfuß, Waldemar, 2012. "Modeling and explaining the dynamics of European Union Allowance prices at high-frequency," Energy Economics, Elsevier, vol. 34(1), pages 316-326.
    21. Paolella, Marc S. & Taschini, Luca, 2008. "An econometric analysis of emission allowance prices," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2022-2032, October.
    22. Julien Chevallier & Benoît Sévi, 2014. "On the Stochastic Properties of Carbon Futures Prices," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(1), pages 127-153, May.
    23. Batten, Jonathan A. & Maddox, Grace E. & Young, Martin R., 2021. "Does weather, or energy prices, affect carbon prices?," Energy Economics, Elsevier, vol. 96(C).
    24. Beat Hintermann, 2016. "Pass-Through of CO2 Emission Costs to Hourly Electricity Prices in Germany," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(4), pages 857-891.
    25. Sabine Fuss & Christian Flachsland & Nicolas Koch & Ulrike Kornek & Brigitte Knopf & Ottmar Edenhofer, 2018. "A Framework for Assessing the Performance of Cap-and-Trade Systems: Insights from the European Union Emissions Trading System," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(2), pages 220-241.
    26. Jūratė Jaraitė & Frank Convery & Corrado Di Maria, 2010. "Transaction costs for firms in the EU ETS: lessons from Ireland," Climate Policy, Taylor & Francis Journals, vol. 10(2), pages 190-215, March.
    27. Lutz, Benjamin Johannes & Pigorsch, Uta & Rotfuß, Waldemar, 2013. "Nonlinearity in cap-and-trade systems: The EUA price and its fundamentals," Energy Economics, Elsevier, vol. 40(C), pages 222-232.
    28. Peter E. Kennedy, 2005. "Oh No! I Got the Wrong Sign! What Should I Do?," The Journal of Economic Education, Taylor & Francis Journals, vol. 36(1), pages 77-92, January.
    29. Jos Sijm & Karsten Neuhoff & Yihsu Chen, 2006. "CO 2 cost pass-through and windfall profits in the power sector," Climate Policy, Taylor & Francis Journals, vol. 6(1), pages 49-72, January.
    30. French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
    31. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
    32. Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2006. "Predicting volatility: getting the most out of return data sampled at different frequencies," Journal of Econometrics, Elsevier, vol. 131(1-2), pages 59-95.
    33. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    34. Isaiah Andrews & James H. Stock & Liyang Sun, 2019. "Weak Instruments in Instrumental Variables Regression: Theory and Practice," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 727-753, August.
    35. Ye, Jing & Xue, Minggao, 2021. "Influences of sentiment from news articles on EU carbon prices," Energy Economics, Elsevier, vol. 101(C).
    36. Maria Mansanet-Bataller & Angel Pardo & Enric Valor, 2007. "CO2 Prices, Energy and Weather," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 73-92.
    37. Rubin, Jonathan D., 1996. "A Model of Intertemporal Emission Trading, Banking, and Borrowing," Journal of Environmental Economics and Management, Elsevier, vol. 31(3), pages 269-286, November.
    38. Nicolas Koch, 2014. "Dynamic linkages among carbon, energy and financial markets: a smooth transition approach," Applied Economics, Taylor & Francis Journals, vol. 46(7), pages 715-729, March.
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    More about this item

    Keywords

    Fuel-switching; European union; Allowances; Emission trading; Gas; Coal; Electricity;
    All these keywords.

    JEL classification:

    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • H22 - Public Economics - - Taxation, Subsidies, and Revenue - - - Incidence

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