Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA.
The Biostatistics Center, George Washington University, Rockville, MD, USA.
Vaccine. 2023 May 11;41(20):3204-3214. doi: 10.1016/j.vaccine.2023.03.057. Epub 2023 Mar 31.
Vaccine hesitancy presents a challenge to COVID-19 control efforts. To identify beliefs associated with delayed vaccine uptake, we developed and implemented a vaccine hesitancy survey for the COVID-19 Community Research Partnership.
In June 2021, we assessed attitudes and beliefs associated with COVID-19 vaccination using an online survey. Self-reported vaccination data were requested daily through October 2021. We compared responses between vaccinated and unvaccinated respondents using absolute standardized mean differences (ASMD). We assessed validity and reliability using exploratory factor analysis and identified latent factors associated with a subset of survey items. Cox proportional hazards models and mediation analyses assessed predictors of subsequent vaccination among those initially unvaccinated.
In June 2021, 29,522 vaccinated and 1,272 unvaccinated participants completed surveys. Among those unvaccinated in June 2021, 559 (43.9 %) became vaccinated by October 31, 2021. In June, unvaccinated participants were less likely to feel "very concerned" about getting COVID-19 than vaccinated participants (10.6 % vs. 43.3 %, ASMD 0.792). Among those initially unvaccinated, greater intent to become vaccinated was associated with getting vaccinated and shorter time to vaccination. However, even among participants who reported no intention to become vaccinated, 28.5 % reported vaccination before study end. Two latent factors predicted subsequent vaccination-being 'more receptive' was derived from motivation to protect one's own or others' health and resume usual activities; being 'less receptive' was derived from concerns about COVID-19 vaccines. In a Cox model, both factors were partially mediated by vaccination intention.
This study characterizes vaccine hesitant individuals and identifies predictors of eventual COVID-19 vaccination through October 31, 2021. Even individuals with no intention to be vaccinated can shift to vaccine uptake. Our data suggest factors of perceived severity of COVID-19 disease, vaccine safety, and trust in the vaccine development process are predictive of vaccination and may be important opportunities for ongoing interventions.
疫苗犹豫对 COVID-19 控制工作构成挑战。为了确定与延迟疫苗接种相关的信念,我们为 COVID-19 社区研究伙伴关系开发并实施了疫苗犹豫调查。
2021 年 6 月,我们使用在线调查评估了与 COVID-19 疫苗接种相关的态度和信念。要求自 2021 年 10 月 20 日起每日报告疫苗接种数据。我们通过绝对标准化均值差异(ASMD)比较了已接种疫苗和未接种疫苗受访者的回答。我们使用探索性因素分析评估了有效性和可靠性,并确定了与调查项目子集相关的潜在因素。Cox 比例风险模型和中介分析评估了那些最初未接种疫苗的人随后接种疫苗的预测因素。
2021 年 6 月,29522 名已接种疫苗和 1272 名未接种疫苗的参与者完成了调查。在 2021 年 6 月未接种疫苗的参与者中,有 559 人(43.9%)在 2021 年 10 月 31 日之前接种了疫苗。在 6 月,未接种疫苗的参与者比接种疫苗的参与者不太可能“非常担心”感染 COVID-19(10.6%比 43.3%,ASMD 0.792)。在最初未接种疫苗的人群中,更大的接种意愿与接种疫苗和接种时间缩短有关。然而,即使在报告无意接种疫苗的参与者中,也有 28.5%在研究结束前接种了疫苗。两个潜在因素预测了随后的疫苗接种-从保护自己或他人的健康和恢复正常活动的动机中得出的“更愿意接受”;从对 COVID-19 疫苗的担忧中得出的“不太愿意接受”。在 Cox 模型中,这两个因素都部分通过接种意愿进行了中介。
本研究描述了疫苗犹豫的个体,并确定了截至 2021 年 10 月 31 日最终 COVID-19 疫苗接种的预测因素。即使是那些没有接种疫苗意向的人也可以转变为接种疫苗。我们的数据表明,对 COVID-19 疾病严重程度、疫苗安全性和对疫苗开发过程的信任的感知因素是接种疫苗的预测因素,并且可能是正在进行的干预的重要机会。