Dong Bo, Xu Hengxuan, Tang Ning, Jiang Menghan, Lei Zhihao, Han Yue
School Public Health, Zhejiang Chinese Medicine University, Hangzhou, China.
Zhongnan Hospital of Wuhan University, Wuhan, China.
Front Public Health. 2025 Jun 5;13:1601577. doi: 10.3389/fpubh.2025.1601577. eCollection 2025.
Influenza is prevalent globally, leading to severe morbidity and mortality. Vaccination remains a critical strategy for influenza prevention. Although previous studies in China have primarily focused on influenza vaccination among children, limited research has addressed the key determinants and equity issues concerning adult influenza vaccination.The purpose of this study was to investigate the key factors influencing influenza vaccination and its equity among Chinese adults.
The study uses data from the 2021 Chinese General Social Survey (CGSS) (N = 2695).Initially, differences in influenza vaccination among adults with various baseline characteristics were analyzed using the chi-square test. Subsequently, the importance of influencing factors was assessed through a random forest model, with LASSO used for variable selection. Following this, weighted logistic regression analysis was applied to quantify the significant influencing factors. Finally, the concentration index was employed to identify and determine the contribution of important variables to influenza vaccination.
The influenza vaccination rate among Chinese adults is low (6.75%). Key factors identified as influencing adult vaccination include government trust, physician trust, income, aging concerns, health insurance, age, education, and health status. These factors not only have independent effects but also interact to influence vaccination behavior. Regarding individual effects, government trust, physician trust, income, and aging concerns showed positive associations with vaccination rates. Conversely, health insurance status, age, educational attainment, and health status demonstrated negative associations. Regarding the interaction terms, there were positive associations between health insurance and government trust, education and government trust, health and physician trust, government trust, as well as education level and age with the target variables. In contrast, interactions between income and health insurance, as well as income and physician trust negatively influenced vaccination rates. The concentration index for adult influenza vaccination was 0.092. There was inequity in vaccination, with the distribution of vaccinations being skewed toward higher-income individuals. Decomposition analysis further revealed that the primary contributors to vaccination inequity, in descending order of magnitude, were income (32.6%), government trust (9.1%), education (8.7%), age (8.2%), and aging concerns (2.6%).
This is the first study to leverage a large micro-survey database in China to analyze the key factors affecting adult influenza vaccination and its equity. By providing new evidence on influenza vaccination among Chinese adults, the findings may inform the optimization of adult immunization policies. To further increase influenza vaccination rates and promote equity among Chinese adults, future policy improvements could consider emphasizing the role of trust in vaccination uptake, subsidizing vaccination costs, and fully utilizing comprehensive intervention strategies to enhance adult influenza vaccination coverage and equity.
流感在全球范围内流行,导致严重的发病和死亡。接种疫苗仍然是预防流感的关键策略。尽管中国此前的研究主要集中在儿童流感疫苗接种方面,但针对成人流感疫苗接种的关键决定因素和公平性问题的研究有限。本研究的目的是调查影响中国成年人流感疫苗接种的关键因素及其公平性。
本研究使用了2021年中国综合社会调查(CGSS)的数据(N = 2695)。首先,使用卡方检验分析具有不同基线特征的成年人在流感疫苗接种方面的差异。随后,通过随机森林模型评估影响因素的重要性,使用LASSO进行变量选择。在此之后,应用加权逻辑回归分析来量化显著影响因素。最后,使用集中指数来识别并确定重要变量对流感疫苗接种的贡献。
中国成年人的流感疫苗接种率较低(6.75%)。确定的影响成人疫苗接种的关键因素包括对政府的信任、对医生的信任、收入、对衰老的担忧、医疗保险、年龄、教育程度和健康状况。这些因素不仅具有独立影响,还相互作用以影响疫苗接种行为。就个体影响而言,对政府的信任、对医生的信任、收入和对衰老的担忧与疫苗接种率呈正相关。相反,医疗保险状况、年龄、教育程度和健康状况呈负相关。就交互项而言,医疗保险与对政府的信任、教育与对政府的信任、健康与对医生的信任、政府信任以及教育水平和年龄与目标变量之间存在正相关。相比之下,收入与医疗保险以及收入与对医生的信任之间的交互作用对疫苗接种率产生负面影响。成人流感疫苗接种的集中指数为0.092。疫苗接种存在不公平现象,疫苗接种分布偏向高收入个体。分解分析进一步表明,疫苗接种不公平的主要促成因素按影响程度降序排列为收入(32.6%)、对政府的信任(9.1%)、教育(8.7%)、年龄(8.2%)和对衰老的担忧(2.6%)。
这是第一项利用中国大型微观调查数据库分析影响成人流感疫苗接种及其公平性的关键因素的研究。通过提供关于中国成年人流感疫苗接种的新证据,研究结果可能为优化成人免疫政策提供参考。为了进一步提高中国成年人的流感疫苗接种率并促进公平性,未来的政策改进可以考虑强调信任在疫苗接种接受中的作用、补贴疫苗接种费用,并充分利用综合干预策略来提高成人流感疫苗接种覆盖率和公平性。