The George Institute for Global Health, UNSW Sydney, Newtown, NSW, Australia.
School of Management, University of Liverpool, Liverpool, United Kingdom.
Front Public Health. 2022 Oct 19;10:997900. doi: 10.3389/fpubh.2022.997900. eCollection 2022.
This study uses a discrete choice experiment (DCE) questionnaire to investigate student vaccination preferences for both intrinsic and extrinsic attributes.
A two-part DCE questionnaire was distributed to 1,138 students through face-to-face interviews at vaccination centers in Qingdao, China. Conditional logit models were used to understand student preference trade-offs. Mixed logit models (MLM) and sub-group analysis were conducted to understanding student preference heterogeneity.
We found that students preferred vaccines with fewer side effects (β = 0.845; 95% CI, 0.779-0.911), administered through third level health facilities (β = 0.170; 95% CI, 0.110-0.230), and had at least 1 year duration of protection (β = 0.396; 95% CI, 0.332-0.461. Higher perception of COVID-19 risks (β = 0.492; 95% CI, 0.432-0.552) increased the likelihood of student vaccination uptake. Surprisingly, vaccine effectiveness (60%) and percentages of acquaintances vaccinated (60%) reduced vaccination utility, which points to free-rider problems. In addition, we find that student study majors did not contribute to preference heterogeneity, and the main disparities in preferences were attributed to student risk tolerances.
Both intrinsic and extrinsic attributes were influential factors shaping student preferences for COVID-19 vaccines. Our results inform universities and local governments across China on targeting their vaccination programs.
本研究使用离散选择实验(DCE)问卷调查学生对内在和外在属性的疫苗接种偏好。
通过在中国青岛的疫苗接种中心进行面对面访谈,向 1138 名学生分发了一份两部分的 DCE 问卷。使用条件逻辑回归模型来理解学生的偏好权衡。进行混合逻辑回归模型(MLM)和亚组分析,以了解学生偏好的异质性。
我们发现学生更喜欢副作用较少的疫苗(β=0.845;95%置信区间,0.779-0.911),通过第三级卫生机构接种(β=0.170;95%置信区间,0.110-0.230),并且具有至少 1 年的保护期(β=0.396;95%置信区间,0.332-0.461)。对 COVID-19 风险的感知越高(β=0.492;95%置信区间,0.432-0.552),学生接种疫苗的可能性就越大。令人惊讶的是,疫苗有效性(60%)和接种疫苗的熟人百分比(60%)降低了疫苗的效用,这表明存在搭便车问题。此外,我们发现学生的专业学习并没有导致偏好异质性,而偏好的主要差异归因于学生的风险容忍度。
内在和外在属性都是影响学生对 COVID-19 疫苗接种偏好的因素。我们的研究结果为中国各地的大学和地方政府提供了有关其疫苗接种计划的信息。