• Media type: E-Book
  • Title: Cheap Talk in Corporate Climate Commitments : The effectiveness of climate initiatives
  • Contributor: Bingler, Julia Anna [VerfasserIn]; Kraus, Mathias [VerfasserIn]; Leippold, Markus [VerfasserIn]; Webersinke, Nicolas [VerfasserIn]
  • imprint: [S.l.]: SSRN, [2022]
  • Published in: Swiss Finance Institute Research Paper ; No. 22-54
  • Extent: 1 Online-Ressource (60 p)
  • Language: English
  • DOI: 10.2139/ssrn.3998435
  • Identifier:
  • Keywords: Corporate climate disclosures ; voluntary reporting ; commitments ; TCFD recommendations ; textual analysis ; natural language processing ; Graue Literatur ; Arbeitspapier
  • Origination:
  • Footnote: Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments January 2, 2022 erstellt
  • Description: Corporate climate disclosures are considered an essential prerequisite to managing climate-related financial risks. At the same time, current disclosures are imprecise, inaccurate, and greenwashing-prone. We introduce a deep learning approach to enable comprehensive climate disclosure analyses by fine-tuning the \climatebert model. From 14,584 annual reports of the MSCI World index firms from 2010 to 2020, we extract the amount of cheap talk, defined as the share of precise versus imprecise climate commitments. We then test various hypotheses by linking three different climate initiatives, namely the Task Force on Climate-Related Financial Disclosure, the Science-Based Targets Initiative, and the Climate Action 100+, to the economic channels of signaling, credibility, and active engagement. In particular, we ask whether these initiatives decrease cheap talk by disciplining companies in how they define and disclose actionable climate commitments in their annual reports
  • Access State: Open Access