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Journal of Financial and Quantitative Analysis Vol. 60 No. 4 2025

Does the Options Market Underreact to Firms’ Left-Tail Risk?

Bei Chen; Quan Gan; Aurelio Vasquez

The University of Sydney

open access

Abstract

We show that firms’ left-tail risk positively predicts future returns of crash insurance. We proxy crash insurance with bear spreads, an option trading strategy that profits when extreme negative returns occur. Crash insurance for high (low) left-tail risk firms earns positive (negative) returns, suggesting that the downside protection it provides is not adequately priced. Our results are mainly explained by two types of underreaction: volatility underreaction in high left-tail risk portfolios and underreaction to the persistence of left-tail risk. Disagreement partially explains our results, but a risk-based approach does not.

DOI
10.1017/s0022109024000309
Volume
60
Issue
4
Pages
1827-1858
Language
en
Sources
bibtex:phds-export.bib crossref openalex

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