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 language | English |
|---|---|
| Number of pages | 54 |
| DOIs | |
| Publication status | Published - 16 Dec 2025 |
Keywords
- greenium
- option-implied expected returns
- regression discontinuity
- shareholder proposals
Activities
- 1 Science to science
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In Search of the Causal Greenium
Pasler, A. (Contributor), Rodenkirchen, M. (Speaker) & Weiss, P. (Contributor)
19 Sept 2025Activity: Talk or presentation › Science to science
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