2020
DOI: 10.2139/ssrn.3616324
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Does the CDS Market Reflect Regulatory Climate Risk Disclosures?

Abstract: Climate change may have a detrimental effect on a firm's financial performance. Using a forward-looking measure of climate risk exposure based on textual analysis of firms' 10-K reports, we assess whether climate risks-as disclosed to the regulator-are priced in the credit default swap (CDS) market. We construct this novel climate risk measure based on BERT, an advanced language understanding algorithm, and adapt it for our purpose. We differentiate between physical and transition risks and find that transitio… Show more

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Cited by 11 publications
(9 citation statements)
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References 68 publications
(44 reference statements)
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“…Financial instruments correctly price-in risk in the absence of information asymmetries (Stiglitz and Grossman, (1976), and indicators that represent risk exposure could be used to assess the impact on financial performances. Evidence in Kolbel et. (2020), for instance, suggest that disclosed climate risk in mandatory documents increases default probability, while Cohen et al (2020) find that disclosure and data presented in mandatory filings contain information capable of predicting firms' financial performances.…”
Section: Literaturementioning
confidence: 88%
See 1 more Smart Citation
“…Financial instruments correctly price-in risk in the absence of information asymmetries (Stiglitz and Grossman, (1976), and indicators that represent risk exposure could be used to assess the impact on financial performances. Evidence in Kolbel et. (2020), for instance, suggest that disclosed climate risk in mandatory documents increases default probability, while Cohen et al (2020) find that disclosure and data presented in mandatory filings contain information capable of predicting firms' financial performances.…”
Section: Literaturementioning
confidence: 88%
“…One relates the explicit statements of risk exposure documented in legally binding documents. This information can be used to trace explicit transition risk exposure (Kolbel et al, 2020). Mandatory filings such as the 10-K in the US represent the legally binding channel for explicit transition risk disclosure.…”
Section: Introductionmentioning
confidence: 99%
“…Model-based approaches include the commercial scores from Trucost (M1), Carbon 4 Finance (M2) and Southpole (M3). Language-based approaches include a commercial score from Truvalue Labs (L1), and two academic scores, Firm-level Climate Change Exposure (L2) (Sautner et al, 2020a) and BERT-based climate risk measure (L3) (Kölbel et al, 2020). L1 relies on news articles as a text source, L2 on earnings call's transcripts, and L3 on regulatory filings (see Table A.1 in the Appendix for details on the methodologies).…”
Section: Datamentioning
confidence: 99%
“…For L2, we select the physical risk exposure score. For L3 we use the physical risk score, computed in the same way as in Kölbel et al (2020).…”
Section: A2 Selection Of Comparable Scoresmentioning
confidence: 99%
“…al (2019) illustrated the institutional investors' views and preferences on climate risk disclosure in their study. Kolbel et. al (2021) discussed physical and transition climate risk in their research.…”
Section: Introductionmentioning
confidence: 99%