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Method Transparency for Green Bonds: Learnings from Climate Transition Risk Metrics

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Greening the Bond Market

Abstract

This chapter will focus on the impact of metrics in measuring climate-related risk. Climate risks are now fully recognized as financial risks. Against this background, a rapidly growing number of market participants and financial authorities are exploring which metrics to use to capture climate risks, to what extent the use of different metrics delivers heterogeneous results, and which factors impact the assessment of risk. The analysis of transition risks metrics shows that firms’ risk assessments across metrics are relatively heterogeneous but display some degree of convergence, with convergence between metrics significantly higher for the firms most exposed to transition risk, and that metrics’ characteristics—the scenario and methodology they rely on—have an impact on the estimated risks. These findings suggest that available metrics provide useful information to risk managers to address high climate risk exposures and that risk managers must understand how metrics are built to choose those most appropriate to their needs.

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Notes

  1. 1.

    Bingler, Julia. Anna., Colesanti Senni, Chiara. 2022. Taming the Green Swan: A Criteria-Based Analysis to Improve the Understanding of Climate-Related Financial Risk Assessment Tools. Climate Policy 22, 356–370.

  2. 2.

    Berg, Florian., K¨olbel, Julian. F., Rigobon, Roberto., 2022. Aggregate Confusion: The Divergence of ESG Ratings. Review of Finance Forthcoming.

  3. 3.

    Hain, Linda. I., K¨olbel, Julian. F., Leippold, Markus., 2022. Let’s Get Physical: Comparing Metrics of Physical Climate Risk. Finance Research Letters 46.

  4. 4.

    Campiglio, Emanuele., Monnin, Pierre., von Jagow, Adrian., 2019. Climate Risks in Financial Assets. CEP Discussion Note 2019/2. Gros, Daniel., Lane, Philio. R., Langfield, Sam., Matikainen, Sini., Pagano, Marco., Schoenmaker, Dirk., Suarez, Javier., 2016. Too Late, Too Sudden: Transition to a low-carbon economy and systemic risk. Reports of the ESRB Advisory Scientific Committee. Hong, Harrison., Li, Frank.Weikai., Xu, Jiangmin., 2019. Climate Risks and Market Efficiency. Journal of Econometrics 208, 265–281.

  5. 5.

    See EBA ‘Final Report. Implementing Technical Standards (ITS) on prudential disclosures on ESG risks in accordance with Article 449a CRR’. EBA/ITS/2022/01, 24 January 2022.

  6. 6.

    Bingler, Julia. Anna., Colesanti Senni, Chiara., Monnin, Pierre., 2022. Understand what you Measure: Where Climate Transition Risk Metrics Converge and why they Diverge. Finance Research Letters 50, 103265.

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Bingler, J.A., Colesanti-Senni, C., Monnin, P. (2023). Method Transparency for Green Bonds: Learnings from Climate Transition Risk Metrics. In: Ramos Muñoz, D., Smoleńska, A. (eds) Greening the Bond Market . EBI Studies in Banking and Capital Markets Law. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-031-38692-3_9

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  • DOI: https://doi.org/10.1007/978-3-031-38692-3_9

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  • Publisher Name: Palgrave Macmillan, Cham

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  • Online ISBN: 978-3-031-38692-3

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