Risk attention and insurance uptake

Abstract We examine risk attention as an overlooked driver of insurance uptake. We leverage the COVID‐19 pandemic as a natural experiment—when all COVID‐related expenses were covered by public funds in China and public attention shifted to the only major under‐covered source of catastrophic medical spending: critical illnesses (CI). Using a unique private CI insurance dataset with both unbound insurance applications and bound contracts, we document a rise in bound insurance contracts and a disproportionately larger increase in unbound applications, particularly among lower‐risk individuals. This surge reflects the increased interest and awareness of CI risks and insurance, as well as realized CI insurance uptake. We find robust evidence that the surge is driven by heightened attention to previously overlooked CI risks, and rule out competing explanations.

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Publication Details

Journal
Journal of Risk & Insurance
Published
2026-04-30
DOI
https://doi.org/10.1111/jori.70053
Primary Topic
Agricultural risk and resilience
Type
article
Field-Weighted Citation Impact
0.00

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article

Risk attention and insurance uptake

Ruo Jia, Chang Zhang, Jiawei Mo, Ye Yuan
Journal of Risk & Insurance
Agricultural risk and resilience
article

Risk attention and insurance uptake

Ruo Jia, Chang Zhang, Jiawei Mo, Ye Yuan
article en

Abstract

Abstract We examine risk attention as an overlooked driver of insurance uptake. We leverage the COVID‐19 pandemic as a natural experiment—when all COVID‐related expenses were covered by public funds in China and public attention shifted to the only major under‐covered source of catastrophic medical spending: critical illnesses (CI). Using a unique private CI insurance dataset with both unbound insurance applications and bound contracts, we document a rise in bound insurance contracts and a disproportionately larger increase in unbound applications, particularly among lower‐risk individuals. This surge reflects the increased interest and awareness of CI risks and insurance, as well as realized CI insurance uptake. We find robust evidence that the surge is driven by heightened attention to previously overlooked CI risks, and rule out competing explanations.

Journal of Risk & Insurance
Peking University (CN)
National Natural Science Foundation of China, National Social Science Fund of China
Openalex Percentile: Top 8%
Agricultural risk and resilience
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Risk attention and insurance uptake — Ruo Jia, Chang Zhang, et al. · Journal of Risk & Insurance (2026) | TGRS Research Map | TGRS