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In Search of the Causal Greenium

Publication: Working/Discussion PaperWorking Paper/Preprint

Abstract

We propose a regression discontinuity design to determine whether there is a difference in the expected returns of green versus brown securities (greenium). We analyze daily changes in option-implied expected returns following the outcome of close vote ecology-related shareholder proposals to estimate the causal impact of a small change in investors' aggregate greenness perception on expected returns. Upon proposals' passage, expected returns with a forecast horizon of 365 (730) days drop by approximately 7.2% (9.6%) relative to proposals' failure, indicating the existence of a negative greenium in US equity markets. We introduce a battery of fixed effects, account for multiple periods around shareholder proposal voting dates, and remove confounding governance and social proposals, and find that our results are robust in these specifications.
Original languageEnglish
Number of pages54
DOIs
Publication statusPublished - 16 Dec 2025

Keywords

  • greenium
  • option-implied expected returns
  • regression discontinuity
  • shareholder proposals

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