Multivariate crash risk and worldwide stock returns

This paper examines the pricing of multivariate crash risk (MCRASH), which measures the conditional probability that a stock crashes when one or more systematic risk factors crash. Using data from 48 countries between 1992 and 2021, we show that MCRASH is a robust predictor of expected stock returns. The premium is stronger in emerging markets and concentrated in cyclical industries, consistent with differences in institutional quality, earnings cyclicality, and macroeconomic exposure. We also document that cultural dimensions condition the pricing of MCRASH. Individualism and uncertainty avoidance strengthen the premium, trust dampens it, and power distance intensifies it during high-volatility states. These results highlight the state-dependent role of culture in shaping investor responses to systemic risk.

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Publication Details

Journal
Global Finance Journal
Published
2025-12-20
DOI
https://doi.org/10.1016/j.gfj.2025.101230
Primary Topic
Financial Markets and Investment Strategies
Type
article
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article

Multivariate crash risk and worldwide stock returns

Vuong Thao Tran, Angel Zhong, Emawtee Bissoondoyal‐Bheenick
Global Finance Journal
Financial Markets and Investment Strategies
article

Multivariate crash risk and worldwide stock returns

Vuong Thao Tran, Angel Zhong, Emawtee Bissoondoyal‐Bheenick
article en

Abstract

This paper examines the pricing of multivariate crash risk (MCRASH), which measures the conditional probability that a stock crashes when one or more systematic risk factors crash. Using data from 48 countries between 1992 and 2021, we show that MCRASH is a robust predictor of expected stock returns. The premium is stronger in emerging markets and concentrated in cyclical industries, consistent with differences in institutional quality, earnings cyclicality, and macroeconomic exposure. We also document that cultural dimensions condition the pricing of MCRASH. Individualism and uncertainty avoidance strengthen the premium, trust dampens it, and power distance intensifies it during high-volatility states. These results highlight the state-dependent role of culture in shaping investor responses to systemic risk.

Global Finance JournalVol. 69
RMIT University (AU)
Openalex Percentile: Top 50%
Financial Markets and Investment Strategies
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