IDEAS home Printed from https://ideas.repec.org/p/hal/pseptp/halshs-01905985.html
   My bibliography  Save this paper

Price and network dynamics in the European carbon market

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://shs.hal.science/halshs-01905985/document
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jebo.2018.06.019?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Charles, Amélie & Darné, Olivier & Fouilloux, Jessica, 2013. "Market efficiency in the European carbon markets," Energy Policy, Elsevier, vol. 60(C), pages 785-792.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Bangzhu Zhu & Julien Chevallier, 2017. "Pricing and Forecasting Carbon Markets," Springer Books, Springer, number 978-3-319-57618-3, January.
    12. 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.
    13. 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.
    14. Palao, Fernando & Pardo, Angel, 2012. "Assessing price clustering in European Carbon Markets," Applied Energy, Elsevier, vol. 92(C), pages 51-56.
    15. 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.
    16. Stavins Robert N., 1995. "Transaction Costs and Tradeable Permits," Journal of Environmental Economics and Management, Elsevier, vol. 29(2), pages 133-148, September.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Dominique Guegan & Marius-Cristian Frunza & Fabrice Thiebaut, 2011. "Missing trader fraud on the emissions market," Post-Print halshs-00646205, HAL.
    28. repec:dau:papers:123456789/10174 is not listed on IDEAS
    29. 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.
    30. 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.
    31. repec:dau:papers:123456789/4222 is not listed on IDEAS
    32. 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.
    33. 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.
    34. 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.
    35. Eugenia Sanin, 2012. "Designing pollution markets," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(3), pages 143-159.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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).
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. Leo Katz, 1953. "A new status index derived from sociometric analysis," Psychometrika, Springer;The Psychometric Society, vol. 18(1), pages 39-43, March.
    48. 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.
    49. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. João Andrade de Carvalho & André de Castro & Gutemberg Hespanha Brasil & Paulo Antonio de Souza & Andrés Z. Mendiburu, 2022. "CO 2 Emission Factors and Carbon Losses for Off-Road Mining Trucks," Energies, MDPI, vol. 15(7), pages 1-17, April.
    2. Doda, Baran & Quemin, Simon & Taschini, Luca, 2019. "Linking permit markets multilaterally," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    3. 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.
    4. 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).
    5. Baudry, Marc & Faure, Anouk & Quemin, Simon, 2021. "Emissions trading with transaction costs," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    6. 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.
    7. 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.
    8. Quemin, Simon & Trotignon, Raphaël, 2021. "Emissions trading with rolling horizons," Journal of Economic Dynamics and Control, Elsevier, vol. 125(C).
    9. 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.
    10. Esmalifalak, Hamidreza, 2022. "Euclidean (dis)similarity in financial network analysis," Global Finance Journal, Elsevier, vol. 53(C).
    11. Estelle Cantillon & Aurélie Slechten, 2023. "Market Design for the Environment," NBER Chapters, in: New Directions in Market Design, National Bureau of Economic Research, Inc.
    12. 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.

    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. Friedrich, Marina & Mauer, Eva-Maria & Pahle, Michael & Tietjen, Oliver, 2020. "From fundamentals to financial assets: the evolution of understanding price formation in the EU ETS," EconStor Preprints 196150, ZBW - Leibniz Information Centre for Economics, revised 2020.
    2. Balietti, Anca Claudia, 2016. "Trader types and volatility of emission allowance prices. Evidence from EU ETS Phase I," Energy Policy, Elsevier, vol. 98(C), pages 607-620.
    3. Borghesi, Simone & Flori, Andrea, 2018. "EU ETS facets in the net: Structure and evolution of the EU ETS network," Energy Economics, Elsevier, vol. 75(C), pages 602-635.
    4. Schleich, Joachim & Lehmann, Sascha & Cludius, Johanna & Abrell, Jan & Betz, Regina Annette & Pinkse, Jonatan, 2020. "Active or passive? Companies' use of the EU ETS," Working Papers "Sustainability and Innovation" S07/2020, Fraunhofer Institute for Systems and Innovation Research (ISI).
    5. Baudry, Marc & Faure, Anouk & Quemin, Simon, 2021. "Emissions trading with transaction costs," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    6. Rannou, Yves & Barneto, Pascal, 2016. "Futures trading with information asymmetry and OTC predominance: Another look at the volume/volatility relations in the European carbon markets," Energy Economics, Elsevier, vol. 53(C), pages 159-174.
    7. Cretí, Anna & Joëts, Marc, 2017. "Multiple bubbles in the European Union Emission Trading Scheme," Energy Policy, Elsevier, vol. 107(C), pages 119-130.
    8. Jianfeng Guo & Bin Su & Guang Yang & Lianyong Feng & Yinpeng Liu & Fu Gu, 2018. "How Do Verified Emissions Announcements Affect the Comoves between Trading Behaviors and Carbon Prices? Evidence from EU ETS," Sustainability, MDPI, vol. 10(9), pages 1-17, September.
    9. Jiménez-Rodríguez, Rebeca, 2019. "What happens to the relationship between EU allowances prices and stock market indices in Europe?," Energy Economics, Elsevier, vol. 81(C), pages 13-24.
    10. Aatola, Piia, 2013. "Putting a Price on Carbon – Econometric Essays on the European Union Emissions Trading Scheme and its Impacts," Research Reports P62, VATT Institute for Economic Research.
    11. Julien Chevallier & Stéphane Goutte, 2017. "Estimation of Lévy-driven Ornstein–Uhlenbeck processes: application to modeling of $$\hbox {CO}_2$$ CO 2 and fuel-switching," Annals of Operations Research, Springer, vol. 255(1), pages 169-197, August.
    12. Remes, Piia, 2013. "Putting a Price on Carbon – Econometric Essays on the European Union Emissions Trading Scheme and its Impacts," Research Reports 62, VATT Institute for Economic Research.
    13. 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).
    14. Gavard, Claire & Kirat, Djamel, 2018. "Flexibility in the market for international carbon credits and price dynamics difference with European allowances," Energy Economics, Elsevier, vol. 76(C), pages 504-518.
    15. 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).
    16. Huang, Wenyang & Wang, Huiwen & Qin, Haotong & Wei, Yigang & Chevallier, Julien, 2022. "Convolutional neural network forecasting of European Union allowances futures using a novel unconstrained transformation method," Energy Economics, Elsevier, vol. 110(C).
    17. Joltreau, Eugénie & Sommerfeld, Katrin, 2016. "Why does emissions trading under the EU ETS not affect firms' competitiveness? Empirical findings from the literature," ZEW Discussion Papers 16-062, ZEW - Leibniz Centre for European Economic Research.
    18. Tan, Xue-Ping & Wang, Xin-Yu, 2017. "Dependence changes between the carbon price and its fundamentals: A quantile regression approach," Applied Energy, Elsevier, vol. 190(C), pages 306-325.
    19. Anouk Faure & Marc Baudry, 2021. "Technological Progress and Carbon Price Formation: an Analysis of EU-ETS Plants," Working Papers hal-04159764, HAL.
    20. 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.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hal:pseptp:halshs-01905985. 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: Caroline Bauer (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.