Yang Panxu, Zhong Siqi, Wang Xiangping, Zhong Renyao
School of Public Management, East China Normal University, Shanghai, People's Republic of China.
Faculty of Business and Economics, University of Melbourne, Melbourne, Australia.
Risk Manag Healthc Policy. 2025 Mar 6;18:801-821. doi: 10.2147/RMHP.S508930. eCollection 2025.
A significant presence of adverse selection in the health insurance market will pose a problem to achieving universal coverage. Public health insurance (PHI) in China is currently facing the challenge of declining enrollments. This situation aligns with the market failure scenario predicted by adverse selection theory.
This study's research sample comprises individuals who are freelancers, self-employed, those who are not actively employed, elderly persons not engaged in employment, and students aged 16 and above. Data from the 2020 wave of the China Family Panel Studies (CFPS) was used to investigate the presence of adverse selection in China's PHI. Logit models were used to analyze the relationship between hospitalization and the decision to enroll in PHI while adopting Bivariate Probit model to address potential bidirectional causality issues arising from "moral hazard."
The correlation between coverage and health risk is significantly positive, indicating that individuals who exhibit hospitalization behavior are more likely to access PHI. The heterogeneity analysis reveals that adverse selection behavior is more pronounced among individuals characterized by younger age groups and those with better self-rated health. Furthermore, the mechanism analysis found that previously occurring health risks were positively related to the related risks that could occur after enrolling in PHI, with people using past private health risk information to achieve adverse selection.
The unrestricted enrollment of individuals in PHI may result in adverse selection. Insurers engage in introducing risk-adjusted premiums, and designing PHI as a long-term benefit-oriented product may mitigate the likelihood of adverse selection.
健康保险市场中逆向选择的显著存在将对实现全民覆盖构成问题。中国的公共医疗保险(PHI)目前正面临参保人数下降的挑战。这种情况与逆向选择理论所预测的市场失灵情形相符。
本研究的样本包括自由职业者、个体经营者、非在职人员、未就业的老年人以及16岁及以上的学生。利用中国家庭追踪调查(CFPS)2020年的数据来调查中国公共医疗保险中逆向选择的存在情况。采用Logit模型分析住院情况与参加公共医疗保险决策之间的关系,同时采用双变量Probit模型来解决因“道德风险”产生的潜在双向因果关系问题。
保险覆盖与健康风险之间的相关性显著为正,表明出现住院行为的个体更有可能参加公共医疗保险。异质性分析表明,逆向选择行为在较年轻年龄组以及自我健康评价较好的个体中更为明显。此外,机制分析发现,先前出现的健康风险与参保后可能出现的相关风险呈正相关,人们利用过去的私人健康风险信息来实现逆向选择。
个人无限制地参加公共医疗保险可能会导致逆向选择。保险公司可通过引入风险调整保费,并将公共医疗保险设计为长期受益型产品,来降低逆向选择的可能性。