Fang Kang, Cheng Na, Nie Chuang, Song Wentao, Zhao Yunkang, Pan Jie, Yin Qi, Zheng Jiwei, Chen Qinglin, Xiang Tianxin
State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, National Innovation Platform for Industry-Education Integration in Vaccine Research, Xiamen University, Xiamen, 361102, Fujian, China.
Jiangxi Provincial Key Laboratory of Prevention and Treatment of Infectious Diseases, Jiangxi Medical Center for Critical Public Health Events, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330052, Jiangxi, China.
BMC Public Health. 2025 Apr 4;25(1):1276. doi: 10.1186/s12889-025-22452-6.
China is a country with an extremely high disease burden of hepatitis B. Spatiotemporal analysis of hepatitis B from a socioeconomic perspective is of great significance for reducing the disease burden, but there is still a relative lack of research.
The age-period-cohort model and spatial distribution maps describe the three-dimensional distribution characteristics of hepatitis B. Spatial autocorrelation analysis and spatiotemporal scanning were used to analyze the spatiotemporal distribution characteristics. The random forest algorithm was used to screen the potential influencing factors. The geographic detector model was used to analyze the interaction patterns of variables. Finally, a geographically and temporally weighted regression model was established to analyze the effects of variables on the incidence rate of hepatitis B at different spatiotemporal scales.
From 2004 to 2023, a total of 20,376,898 cases of hepatitis B were reported in China. The incidence rate of hepatitis B decreased at a rate of 3.31% per year, and hepatitis B vaccination has led to this downward trend, accompanied by a significant birth cohort effect. And it shows an aggregated characteristic, which highlights the inequality of geographical distribution. Stronger explanations for the incidence of hepatitis B were found for the number of people at the end of each year (q = 0.1949; where q value refers to the explanatory ability of the independent variable for the dependent variable) and the proportion of rural population (q = 0.1895), with an even stronger explanation for the interaction (q = 0.5366). The magnitude and direction of the effect of factors influencing hepatitis B also varied in different regions, and the effect of each factor on the incidence of hepatitis B was not an independent event.
The later people are born, the lower the incidence of hepatitis B. The northwest and southwest regions are the main hotspots, but there is a tendency to spread to southern China. The number of beds in medical institutions should be increased in densely populated areas, and economic development should be accelerated in sparsely populated areas. Hepatitis B prevention and control should be prioritized in geographic hotspots, coupled with enhanced awareness campaigns in rural areas and catch-up vaccination programs targeting high-risk populations.
中国是乙肝疾病负担极高的国家。从社会经济角度对乙肝进行时空分析对于减轻疾病负担具有重要意义,但相关研究仍相对匮乏。
年龄-时期-队列模型和空间分布图描述了乙肝的三维分布特征。采用空间自相关分析和时空扫描来分析时空分布特征。使用随机森林算法筛选潜在影响因素。运用地理探测器模型分析变量的交互模式。最后,建立地理加权回归模型,分析不同时空尺度下变量对乙肝发病率的影响。
2004年至2023年,中国共报告20376898例乙肝病例。乙肝发病率以每年3.31%的速度下降,乙肝疫苗接种导致了这一下降趋势,同时伴有显著的出生队列效应。并且呈现聚集特征,凸显了地理分布的不平等。年末人口数量(q = 0.1949;其中q值指自变量对因变量的解释能力)和农村人口比例(q = 0.1895)对乙肝发病率的解释力较强,两者交互作用的解释力更强(q = 0.5366)。影响乙肝的因素的效应大小和方向在不同地区也有所不同,各因素对乙肝发病率的影响并非独立事件。
出生越晚,乙肝发病率越低。西北和西南地区是主要热点地区,但有向中国南方蔓延的趋势。应在人口密集地区增加医疗机构床位数量,在人口稀疏地区加快经济发展速度。应在地理热点地区优先开展乙肝防控工作,同时加强农村地区的宣传教育活动,并针对高危人群开展补种疫苗项目。