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Price and network dynamics in the European carbon market

Author

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  • Andreas Karpf

    (CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique)

  • Antoine Mandel

    (CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique, PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

  • Stefano Battiston

    (CAMS - Centre d'Analyse et de Mathématique sociales - EHESS - École des hautes études en sciences sociales - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper presents an analysis of the European Emission Trading System as a transaction network. It is shown that, given the lack of well-identified trading institutions, industrial actors had to resort to local connections and financial intermediaries to participate in the market. This gave rise to a hierarchical structure in the transaction network. It is then shown that the asymmetries in the network induced market inefficiencies (e.g., increased bid-ask spread) and informational asymmetries, that have been exploited by central agents at the expense of less central ones. Albeit the efficiency of the market has improved from the beginning of Phase II, the asymmetry persists, imposing unnecessary additional costs on agents and reducing the effectiveness of the market as a mitigation instrument.

Suggested Citation

  • Andreas Karpf & Antoine Mandel & Stefano Battiston, 2018. "Price and network dynamics in the European carbon market," PSE-Ecole d'économie de Paris (Postprint) halshs-01905985, HAL.
  • Handle: RePEc:hal:pseptp:halshs-01905985
    DOI: 10.1016/j.jebo.2018.06.019
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-01905985
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    1. Dominique Guegan & Marius-Cristian Frunza & Fabrice Thiebaut, 2011. "Missing trader fraud on the emissions market," PSE-Ecole d'économie de Paris (Postprint) halshs-00646205, HAL.
    2. Vignes, Annick & Etienne, Jean-Michel, 2011. "Price formation on the Marseille fish market: Evidence from a network analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 80(1), pages 50-67.
    3. Charles, Amélie & Darné, Olivier & Fouilloux, Jessica, 2013. "Market efficiency in the European carbon markets," Energy Policy, Elsevier, vol. 60(C), pages 785-792.
    4. Zhu, Bangzhu & Ma, Shujiao & Chevallier, Julien & Wei, Yiming, 2014. "Modelling the dynamics of European carbon futures price: A Zipf analysis," Economic Modelling, Elsevier, vol. 38(C), pages 372-380.
    5. Chinazzi, Matteo & Fagiolo, Giorgio & Reyes, Javier A. & Schiavo, Stefano, 2013. "Post-mortem examination of the international financial network," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1692-1713.
    6. Bangzhu Zhu & Julien Chevallier, 2017. "Pricing and Forecasting Carbon Markets," Springer Books, Springer, number 978-3-319-57618-3, January.
    7. René Carmona & Juri Hinz, 2011. "Risk-Neutral Models for Emission Allowance Prices and Option Valuation," Management Science, INFORMS, vol. 57(8), pages 1453-1468, August.
    8. Palao, Fernando & Pardo, Angel, 2012. "Assessing price clustering in European Carbon Markets," Applied Energy, Elsevier, vol. 92(C), pages 51-56.
    9. Gualdi, Stanislao & Mandel, Antoine, 2016. "On the emergence of scale-free production networks," Journal of Economic Dynamics and Control, Elsevier, vol. 73(C), pages 61-77.
    10. Cameron Hepburn & Michael Grubb & Karsten Neuhoff & Felix Matthes & Maximilien Tse, 2006. "Auctioning of EU ETS phase II allowances: how and why?," Climate Policy, Taylor & Francis Journals, vol. 6(1), pages 137-160, January.
    11. Stavins Robert N., 1995. "Transaction Costs and Tradeable Permits," Journal of Environmental Economics and Management, Elsevier, vol. 29(2), pages 133-148, September.
    12. Gualdi, Stanislao & Mandel, Antoine, 2016. "On the emergence of scale-free production networks," Journal of Economic Dynamics and Control, Elsevier, vol. 73(C), pages 61-77.
    13. Medina, Vicente & Pardo, Ángel & Pascual, Roberto, 2014. "The timeline of trading frictions in the European carbon market," Energy Economics, Elsevier, vol. 42(C), pages 378-394.
    14. Hardle, Wolfgang & Kirman, Alan, 1995. "Nonclassical demand : A model-free examination of price-quantity relations in the Marseille fish market," Journal of Econometrics, Elsevier, vol. 67(1), pages 227-257, May.
    15. Richard Schmalensee & Robert N. Stavins, 2013. "The SO 2 Allowance Trading System: The Ironic History of a Grand Policy Experiment," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 103-122, Winter.
    16. Sandro Sapio & Alan Kirman & Giovanni Dosi, 2011. "The Emergence and Impact of Market Institutions: The Wholesale Market for Fish and Other Perishable Commodities," LEM Papers Series 2011/14, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    17. Bangzhu Zhu & Ping Wang & Julien Chevallier & Yiming Wei, 2015. "Carbon Price Analysis Using Empirical Mode Decomposition," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 195-206, February.
    18. repec:dau:papers:123456789/10174 is not listed on IDEAS
    19. 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.
    20. Emilie Alberola & Julien Chevallier, 2009. "European Carbon Prices and Banking Restrictions: Evidence from Phase I (2005-2007)," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 51-80.
    21. 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.
    22. Zeileis, Achim & Kleiber, Christian & Kramer, Walter & Hornik, Kurt, 2003. "Testing and dating of structural changes in practice," Computational Statistics & Data Analysis, Elsevier, vol. 44(1-2), pages 109-123, October.
    23. Eugenia Sanin, 2012. "Designing pollution markets," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(3), pages 143-159.
    24. Engels, Anita, 2009. "The European Emissions Trading Scheme: An exploratory study of how companies learn to account for carbon," Accounting, Organizations and Society, Elsevier, vol. 34(3-4), pages 488-498, April.
    25. Dallas Burtraw, 1996. "The So2 Emissions Trading Program: Cost Savings Without Allowance Trades," Contemporary Economic Policy, Western Economic Association International, vol. 14(2), pages 79-94, April.
    26. Gullberg, Anne Therese, 2008. "Lobbying friends and foes in climate policy: The case of business and environmental interest groups in the European Union," Energy Policy, Elsevier, vol. 36(8), pages 2954-2962, August.
    27. Hintermann, Beat & Peterson, Sonja & Rickels, Wilfried, 2014. "Price and market behavior in Phase II of the EU ETS," Kiel Working Papers 1962, Kiel Institute for the World Economy (IfW Kiel).
    28. Jaraite, Jurate & Kažukauskas, Andrius, 2012. "Firm Trading Behaviour and Transaction Costs in the European Union’s Emission Trading System: An Empirical Assessment," CERE Working Papers 2012:9, CERE - the Center for Environmental and Resource Economics.
    29. Iori, Giulia & De Masi, Giulia & Precup, Ovidiu Vasile & Gabbi, Giampaolo & Caldarelli, Guido, 2008. "A network analysis of the Italian overnight money market," Journal of Economic Dynamics and Control, Elsevier, vol. 32(1), pages 259-278, January.
    30. Dominique Guegan & Marius-Cristian Frunza & Fabrice Thiebaut, 2011. "Missing trader fraud on the emissions market," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00646205, HAL.
    31. Marco Dueñas & Giorgio Fagiolo, 2014. "Global Trade Imbalances: A Network Approach," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 17(03n04), pages 1-29.
    32. Julien Chevallier, 2011. "Econometric analysis of carbon markets: the european union emissions trading scheme and the clean development mechanism," Economics Bulletin, AccessEcon, vol. 31(4), pages 1-53.
    33. Firgo, Matthias & Pennerstorfer, Dieter & Weiss, Christoph R., 2015. "Centrality and pricing in spatially differentiated markets: The case of gasoline," International Journal of Industrial Organization, Elsevier, vol. 40(C), pages 81-90.
    34. Regina A. Betz & Tobias S. Schmidt, 2016. "Transfer patterns in Phase I of the EU Emissions Trading System: a first reality check based on cluster analysis," Climate Policy, Taylor & Francis Journals, vol. 16(4), pages 474-495, May.
    35. 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.
    36. J. Albrecht & T. Verbeke & M. De Clercq, 2004. "Informational efficiency of the US SO2 permit market," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 04/250, Ghent University, Faculty of Economics and Business Administration.
    37. Battiston, Stefano & Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Stiglitz, Joseph E., 2012. "Liaisons dangereuses: Increasing connectivity, risk sharing, and systemic risk," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1121-1141.
    38. 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.
    39. 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.
    40. 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.
    41. Bangzhu Zhu & Julien Chevallier & Shujiao Ma & Yiming Wei, 2015. "Examining the structural changes of European carbon futures price 2005-2012," Applied Economics Letters, Taylor & Francis Journals, vol. 22(5), pages 335-342, March.
    42. Dominique Guegan & Marius-Cristian Frunza & Fabrice Thiebaut, 2011. "Missing trader fraud on the emissions market," Post-Print halshs-00646205, HAL.
    43. Tim Laing & Misato Sato & Michael Grubb & Claudia Comberti, 2013. "Assessing the effectiveness of the EU Emissions Trading System," GRI Working Papers 106, Grantham Research Institute on Climate Change and the Environment.
    44. repec:dau:papers:123456789/4222 is not listed on IDEAS
    45. A. Denny Ellerman & Claudio Marcantonini & Aleksandar Zaklan, 2016. "The European Union Emissions Trading System: Ten Years and Counting," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 89-107.
    46. Aleksandar Zaklan, 2013. "Why Do Emitters Trade Carbon Permits?: Firm-Level Evidence from the European Emission Trading Scheme," Discussion Papers of DIW Berlin 1275, DIW Berlin, German Institute for Economic Research.
    47. Pietro Panzarasa & Tore Opsahl & Kathleen M. Carley, 2009. "Patterns and dynamics of users' behavior and interaction: Network analysis of an online community," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(5), pages 911-932, May.
    48. Alberola, Emilie & Chevallier, Julien & Cheze, Benoi^t, 2008. "Price drivers and structural breaks in European carbon prices 2005-2007," Energy Policy, Elsevier, vol. 36(2), pages 787-797, February.
    49. Leo Katz, 1953. "A new status index derived from sociometric analysis," Psychometrika, Springer;The Psychometric Society, vol. 18(1), pages 39-43, March.
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    2. Estelle Cantillon & Aurélie Slechten, 2023. "Market Design for the Environment," NBER Chapters, in: New Directions in Market Design, National Bureau of Economic Research, Inc.
    3. Baudry, Marc & Faure, Anouk & Quemin, Simon, 2021. "Emissions trading with transaction costs," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    4. Doda, Baran & Quemin, Simon & Taschini, Luca, 2019. "Linking permit markets multilaterally," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    5. Flori, Andrea & Borghesi, Simone & Marin, Giovanni, 2024. "The environmental-financial performance nexus of EU ETS firms: A quantile regression approach," Energy Economics, Elsevier, vol. 131(C).
    6. Yifei Hua & Feng Dong, 2019. "China’s Carbon Market Development and Carbon Market Connection: A Literature Review," Energies, MDPI, vol. 12(9), pages 1-25, May.
    7. Böning, Justus & Di Nino, Virginia & Folger, Till, 2023. "Benefits and costs of the ETS in the EU, a lesson learned for the CBAM design," Working Paper Series 2764, European Central Bank.
    8. Esmalifalak, Hamidreza, 2022. "Euclidean (dis)similarity in financial network analysis," Global Finance Journal, Elsevier, vol. 53(C).
    9. Zhong, Meirui & Zhang, Rui & Ren, Xiaohang, 2023. "The time-varying effects of liquidity and market efficiency of the European Union carbon market: Evidence from the TVP-SVAR-SV approach," Energy Economics, Elsevier, vol. 123(C).
    10. Jiqiang Wang & Yinpeng Liu & Ying Fan & Jianfeng Guo, 2020. "The Impact of Industry on European Union Emissions Trading Market—From Network Perspective," Energies, MDPI, vol. 13(21), pages 1-16, October.
    11. Rahel Mandaroux & Chuanwen Dong & Guodong Li, 2021. "A European Emissions Trading System Powered by Distributed Ledger Technology: An Evaluation Framework," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    12. Chen, Fanglin & Chen, Zhongfei & Zhang, Xin, 2024. "Belated stock returns for green innovation under carbon emissions trading market," Journal of Corporate Finance, Elsevier, vol. 85(C).
    13. Quemin, Simon & Trotignon, Raphaël, 2021. "Emissions trading with rolling horizons," Journal of Economic Dynamics and Control, Elsevier, vol. 125(C).
    14. Jan Abrell & Johanna Cludius & Sascha Lehmann & Joachim Schleich & Regina Betz, 2022. "Corporate Emissions-Trading Behaviour During the First Decade of the EU ETS," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(1), pages 47-83, September.

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    More about this item

    Keywords

    Network; Carbon market; Climate change; Microstructure;
    All these keywords.

    JEL classification:

    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • 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

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