Countercyclical Risk Aversion: Evidence from 10 Million Auto Insurance Transactions in China

A fundamental idea in modern asset pricing is that risk aversion may be time varying and countercyclical (Campbell and Cochrane, 1999). Existing evidence is relatively scant and based mostly either on experimental/survey data or on stock market data directly. We aim to test this key assumption using a large panel of real-world transaction data. Risk aversion is imputed from Chinese auto insurance policies, including 10 million transactions from 2011 to 2017. We find that individuals' risk aversion is indeed time varying and countercyclical. The risk aversion measure behaves reasonably and also exhibits seasonal, "zodiac year," and calendar-event patterns.

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Publication Details

Journal
Journal of Financial and Quantitative Analysis
Published
2026-11-09
DOI
https://doi.org/10.1017/s0022109026103500
Citations
2
Primary Topic
Decision-Making and Behavioral Economics
Type
article
Field-Weighted Citation Impact
0.00
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article

Countercyclical Risk Aversion: Evidence from 10 Million Auto Insurance Transactions in China

Hulai Zhang, Pengfei Li, Huafeng Chen, Hao Zhou et al.
2 citations
Journal of Financial and Quantitative Analysis
Decision-Making and Behavioral Economics
article

Countercyclical Risk Aversion: Evidence from 10 Million Auto Insurance Transactions in China

Hulai Zhang, Pengfei Li, Huafeng Chen, Hao Zhou, Yinglu Deng
article en
2 citations

Abstract

A fundamental idea in modern asset pricing is that risk aversion may be time varying and countercyclical (Campbell and Cochrane, 1999). Existing evidence is relatively scant and based mostly either on experimental/survey data or on stock market data directly. We aim to test this key assumption using a large panel of real-world transaction data. Risk aversion is imputed from Chinese auto insurance policies, including 10 million transactions from 2011 to 2017. We find that individuals' risk aversion is indeed time varying and countercyclical. The risk aversion measure behaves reasonably and also exhibits seasonal, "zodiac year," and calendar-event patterns.

Journal of Financial and Quantitative Analysis
Fudan University (CN), Southern University of Science and Technology (CN), Tsinghua University (CN)
Decision-Making and Behavioral Economics
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