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Scopes of carbon emissions and their impact on green portfolios

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  • Théophile Anquetin
  • Guillaume Coqueret

    (EM - EMLyon Business School)

  • Bertrand Tavin

    (Carbon4 Finance)

  • Lou Welgryn

Abstract

The aim of this paper is to study the performance of carbon-based portfolios when all emissions scopes are accounted for. We formalize low-carbon portfolio strategies by integrating a carbon intensity penalty to a constrained mean-variance optimization framework. To do so, we resort to direct and indirect emissions data, split between Scopes 1-2 and Scope 3. Our empirical results show that it is possible to cut emission intensities in half at least with virtually no loss in Sharpe ratio for reasonable levels of the carbon constraint. These results are valid across various choices of risk aversions, and irrespective of emissions data provider. For a sustainability-aware investor, these low-carbon portfolios are associated to a higher level of welfare compared to their traditional counterpart. We find that the corresponding allocations are shifted towards assets with higher returns while keeping the portfolio's volatility unchanged. Overall, our results add to the literature contending that sustainable investing is not costly.

Suggested Citation

  • Théophile Anquetin & Guillaume Coqueret & Bertrand Tavin & Lou Welgryn, 2022. "Scopes of carbon emissions and their impact on green portfolios," Post-Print hal-04144612, HAL.
  • Handle: RePEc:hal:journl:hal-04144612
    DOI: 10.1016/j.econmod.2022.105951
    Note: View the original document on HAL open archive server: https://hal.science/hal-04144612v1
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    References listed on IDEAS

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    1. Manuel Coeslier & Céline Louche & Jean-François Hétet, 2016. "On the relevance of low-carbon stock indices to tackle climate change," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 6(4), pages 247-262, October.
    2. Ledoit, Olivier & Wolf, Michael, 2004. "A well-conditioned estimator for large-dimensional covariance matrices," Journal of Multivariate Analysis, Elsevier, vol. 88(2), pages 365-411, February.
    3. Philip Roundy & Hunter Holzhauer & Ye Dai, 2017. "Finance or philanthropy? Exploring the motivations and criteria of impact investors," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 13(3), pages 491-512, August.
    4. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    5. Samuel M. Hartzmark & Abigail B. Sussman, 2019. "Do Investors Value Sustainability? A Natural Experiment Examining Ranking and Fund Flows," Journal of Finance, American Finance Association, vol. 74(6), pages 2789-2837, December.
    6. Ledoit, Oliver & Wolf, Michael, 2008. "Robust performance hypothesis testing with the Sharpe ratio," Journal of Empirical Finance, Elsevier, vol. 15(5), pages 850-859, December.
    7. Auke Plantinga & Bert Scholtens, 2021. "The financial impact of fossil fuel divestment," Climate Policy, Taylor & Francis Journals, vol. 21(1), pages 107-119, January.
    8. Azar, José & Duro, Miguel & Kadach, Igor & Ormazabal, Gaizka, 2021. "The Big Three and corporate carbon emissions around the world," Journal of Financial Economics, Elsevier, vol. 142(2), pages 674-696.
    9. Ravi Jagannathan & Tongshu Ma, 2003. "Risk Reduction in Large Portfolios: Why Imposing the Wrong Constraints Helps," Journal of Finance, American Finance Association, vol. 58(4), pages 1651-1683, August.
    10. Irene Bengo & Alice Borrello & Veronica Chiodo, 2021. "Preserving the Integrity of Social Impact Investing: Towards a Distinctive Implementation Strategy," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    11. William N. Goetzmann & Alok Kumar, 2008. "Equity Portfolio Diversification," Review of Finance, European Finance Association, vol. 12(3), pages 433-463.
    12. Block, Joern H. & Hirschmann, Mirko & Fisch, Christian, 2021. "Which criteria matter when impact investors screen social enterprises?," Journal of Corporate Finance, Elsevier, vol. 66(C).
    13. Lagerkvist, C.J. & Edenbrandt, A.K. & Tibbelin, I. & Wahlstedt, Y., 2020. "Preferences for sustainable and responsible equity funds - A choice experiment with Swedish private investors," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
    14. Bernhard Goldhammer & Christian Busse & Timo Busch, 2017. "Estimating Corporate Carbon Footprints with Externally Available Data," Journal of Industrial Ecology, Yale University, vol. 21(5), pages 1165-1179, October.
    15. David Stern & Robert Kaufmann, 2014. "Anthropogenic and natural causes of climate change," Climatic Change, Springer, vol. 122(1), pages 257-269, January.
    16. Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011. "Hedge fund leverage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
    17. Pedersen, Lasse Heje & Fitzgibbons, Shaun & Pomorski, Lukasz, 2021. "Responsible investing: The ESG-efficient frontier," Journal of Financial Economics, Elsevier, vol. 142(2), pages 572-597.
    18. repec:bla:jfinan:v:58:y:2003:i:4:p:1651-1684 is not listed on IDEAS
    19. David Mytton, 2020. "Hiding greenhouse gas emissions in the cloud," Nature Climate Change, Nature, vol. 10(8), pages 701-701, August.
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