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The Impact of Low-Carbon Policy on Stock Returns

Author

Listed:
  • Rania Hentati-Kaffel

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

  • Alessandro Ravina

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

Abstract

This paper assesses the impact of low-carbon policy on stock returns by means of an environmental extension of Fama and French's (2015) five factor model. This paper makes four major contributions. Firstly, for the first time a factor, GMC (green minus carbon), meant to provide the premium which results from not paying a carbon price is constructed. The GMC factor is obtained by means of a sample of 182 firms from 19 European countries operating in 35 sectors: from January 2008 to December 2018 the value-weight returns of 91 firms regulated by the 2003/87/CE directive are subtracted from the value-weight returns of 91 firms exempted by the 2003/87/CE directive upon which the EU-ETS is based. Secondly, we provide evidence that the addition of the GMC factor improves the performance of the 5 factor model in Europe in the 2008-2018 time span. Thirdly, results show that there is a high green premium rather than a carbon premium as it was asserted by parts of the literature, and that this green premium is highly statistically significant. Fourthly, after performing a carbon stress test, we show the effects of EU-ETS average price shocks on both carbon and green firms for each market cap tranche.

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  • Rania Hentati-Kaffel & Alessandro Ravina, 2020. "The Impact of Low-Carbon Policy on Stock Returns," Post-Print hal-03045804, HAL.
    • Handle: RePEc:hal:journl:hal-03045804
    DOI: 10.2139/ssrn.3444168
    Note: View the original document on HAL open archive server: https://hal.science/hal-03045804
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    References listed on IDEAS

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    1. Koch, Nicolas & Bassen, Alexander, 2013. "Valuing the carbon exposure of European utilities. The role of fuel mix, permit allocation and replacement investments," Energy Economics, Elsevier, vol. 36(C), pages 431-443.
    2. Oestreich, A. Marcel & Tsiakas, Ilias, 2015. "Carbon emissions and stock returns: Evidence from the EU Emissions Trading Scheme," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 294-308.
    3. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    4. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    5. Borio, Claudio & Drehmann, Mathias & Tsatsaronis, Kostas, 2014. "Stress-testing macro stress testing: Does it live up to expectations?," Journal of Financial Stability, Elsevier, vol. 12(C), pages 3-15.
    6. Quagliariello,Mario (ed.), 2009. "Stress-testing the Banking System," Cambridge Books, Cambridge University Press, number 9780521767309, September.
    7. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    8. Yuan Tian & Alexandr Akimov & Eduardo Roca & Victor Wong, "undated". "2012-10 Does the Carbon Market Help or Hurt the Stock Price of Electricity Companies? Further Evidence from the European Context," Discussion Papers in Finance finance:201210, Griffith University, Department of Accounting, Finance and Economics.
    9. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    10. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    11. Koliai, Lyes, 2016. "Extreme risk modeling: An EVT–pair-copulas approach for financial stress tests," Journal of Banking & Finance, Elsevier, vol. 70(C), pages 1-22.
    12. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    13. Brouwers, Roel & Schoubben, Frederiek & Van Hulle, Cynthia & Van Uytbergen, Steve, 2016. "The initial impact of EU ETS verification events on stock prices," Energy Policy, Elsevier, vol. 94(C), pages 138-149.
    14. Dirk Schoenmaker & Rens van Tilburg, 2016. "Financial risks and opportunities in the time of climate change," Policy Briefs 13952, Bruegel.
    15. Breuer, Thomas & Jandačka, Martin & Mencía, Javier & Summer, Martin, 2012. "A systematic approach to multi-period stress testing of portfolio credit risk," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 332-340.
    16. Huy Nguyen Anh Pham & Vikash Ramiah & Imad Moosa, 2020. "The effects of environmental regulation on the stock market: the French experience," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3279-3304, December.
    17. Zhou, Zhifang & Xiao, Tian & Chen, Xiaohong & Wang, Chang, 2016. "A carbon risk prediction model for Chinese heavy-polluting industrial enterprises based on support vector machine," Chaos, Solitons & Fractals, Elsevier, vol. 89(C), pages 304-315.
    18. Fang Zhang & Hong Fang & Xu Wang, 2018. "Impact of Carbon Prices on Corporate Value: The Case of China’s Thermal Listed Enterprises," Sustainability, MDPI, vol. 10(9), pages 1-14, September.
    19. Moreno, Blanca & Pereira da Silva, Patrícia, 2016. "How do Spanish polluting sectors' stock market returns react to European Union allowances prices? A panel data approach," Energy, Elsevier, vol. 103(C), pages 240-250.
    20. Jonathan Pycroft & Jan Abrell & Juan-Carlos Ciscar, 2016. "The Global Impacts of Extreme Sea-Level Rise: A Comprehensive Economic Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(2), pages 225-253, June.
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    Keywords

    Low-carbon transition risks; EU-ETS; CO2 emissions; asset pricing model; green premium;
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