School of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, China.
Faculty of Science, Skane, Lund University, Lund, Sweden.
BMC Health Serv Res. 2021 Jul 21;21(1):718. doi: 10.1186/s12913-021-06675-y.
To comprehend the relationship between various indicators of health service equity and patients' health expenditure poverty in different regions of China, identify areas where equity in health service is lacking and provide ideas for improving patients' health expenditure poverty.
Data from China Family Panel Studies (CFPS) in 2018 and the HFGT index formula were used to calculate the health expenditure poverty index of each province. Moreover, Global Moran's I and Local Moran's I test are applied to measure whether there is spatial aggregation of health expenditure poverty. Finally, an elastic net regression model is established to analyze the impact of health service equity on health expenditure poverty, with the breadth of health expenditure poverty as the dependent variable and health service equity as the independent variable.
In the developed eastern provinces of China, the breadth of health expenditure poverty is relatively low. There is a significant positive spatial agglomeration. "Primary medical and health institutions per 1,000 population", "rural doctors and health workers per 1,000 population", "beds in primary medical institutions per 1,000 population", "proportion of government health expenditure" and "number of times to participate in medical insurance (be aided) per 1,000 population" have a positive impact on health expenditure poverty. "Number of health examinations per capita" and "total health expenditure per capita" have a negative impact on health expenditure poverty. Both effects passed the significance test.
To enhance the fairness of health resource allocation in China and to alleviate health expenditure poverty, China should rationally plan the allocation of health resources at the grassroots level, strengthen the implementation of hierarchical diagnosis and treatment and encourage the investment in business medical insurance industry. Meanwhile, it is necessary to increase the intensity of medical assistance and enrich financing methods. All medical expenses of the poorest should be covered by the government.
了解中国不同地区卫生服务公平性各项指标与居民健康支出贫困之间的关系,找出卫生服务公平性欠缺的地区,为缓解居民健康支出贫困提供思路。
利用 2018 年中国家庭追踪调查(CFPS)数据,采用 HFGT 指数公式计算各省份健康支出贫困指数,运用全局 Moran's I 指数和局部 Moran's I 指数检验健康支出贫困的空间集聚性,最后建立弹性网络回归模型,以健康支出贫困的宽度为因变量,卫生服务公平性为自变量进行分析。
中国东部发达地区健康支出贫困的广度相对较低,且存在显著的正向空间集聚性,“每千人口基层医疗卫生机构床位数”“每千人口乡村医生和卫生员数”“每千人口基层医疗卫生机构床位数”“政府卫生支出占卫生总费用比重”和“每千人参保(参合)次数”对健康支出贫困具有正向影响,“人均健康体检次数”和“人均卫生总费用”对健康支出贫困具有负向影响,且均通过显著性检验。
为提高中国卫生资源配置公平性,缓解居民健康支出贫困,中国应合理规划基层卫生资源配置,加强分级诊疗的落实,鼓励商业医疗保险投入,加大医疗救助力度,丰富筹资方式,将最贫困人群的所有医疗费用都纳入政府保障范围。