Valerio Valeria, Rampakakis Emmanouil, Zanos Theodoros P, Levy Todd J, Shen Hao Cheng, McDonald Emily G, Frenette Charles, Bernatsky Sasha, Hudson Marie, Ward Brian J, Colmegna Inés
The Research Institute of the McGill University Health Centre (MUHC), Montreal, QC H4A 3J1, Canada.
Department of Pediatrics, McGill University, Montreal, QC H4A 3J1, Canada.
Vaccines (Basel). 2022 Sep 10;10(9):1514. doi: 10.3390/vaccines10091514.
We assessed the frequency and correlates of COVID-19 vaccine hesitancy before Canada's vaccine rollout. A cross-sectional vaccine hesitancy survey was completed by consecutive patients/family members/staff who received the influenza vaccine at McGill University affiliated hospitals. Based on the self-reported likelihood of receiving a future vaccine (scale 0-10), the following three groups were defined: non-hesitant (score 10), mildly hesitant (7.1-9.9), and significantly hesitant (0-7). Factors associated with vaccine hesitancy were assessed with multivariate logistic regression analyses and binomial logistic regression machine learning modelling. The survey was completed by 1793 people. Thirty-seven percent of participants (n = 669) were hesitant (mildly: 315 (17.6%); significantly: 354 (19.7%)). Lower education levels, opposition and uncertainty about vaccines being mandatory, feelings of not receiving enough information about COVID-19 prevention, perceived social pressure to get a future vaccine, vaccine safety concerns, uncertainty regarding the vaccine risk-benefit ratio, and distrust towards pharmaceutical companies were factors associated with vaccine hesitancy. Vaccine safety concerns and opposition to mandatory vaccinations were the strongest correlates of vaccine hesitancy in both the logistic regressions and the machine learning model. In conclusion, in this study, over a third of people immunized for influenza before the COVID-19 vaccine rollout expressed some degree of vaccine hesitancy. Effectively addressing COVID-19 vaccine safety concerns may enhance vaccine uptake.
在加拿大新冠疫苗推出之前,我们评估了新冠疫苗犹豫的频率及其相关因素。一项横断面疫苗犹豫调查由在麦吉尔大学附属医院接种流感疫苗的连续患者/家庭成员/工作人员完成。根据自我报告的未来接种疫苗的可能性(0至10分制),定义了以下三组:非犹豫组(得分10分)、轻度犹豫组(7.1至9.9分)和显著犹豫组(0至7分)。通过多变量逻辑回归分析和二项逻辑回归机器学习模型评估与疫苗犹豫相关的因素。共有1793人完成了调查。37%的参与者(n = 669)存在犹豫(轻度:315人(17.6%);显著:354人(19.7%))。教育水平较低、对强制接种疫苗的反对和不确定性、感觉未获得足够的新冠预防信息、感知到未来接种疫苗的社会压力、对疫苗安全性的担忧、对疫苗风险效益比的不确定性以及对制药公司的不信任是与疫苗犹豫相关的因素。在逻辑回归和机器学习模型中,对疫苗安全性的担忧和对强制接种疫苗的反对是疫苗犹豫最强的相关因素。总之,在本研究中,在新冠疫苗推出之前接种流感疫苗的人群中,超过三分之一的人表现出一定程度的疫苗犹豫。有效解决对新冠疫苗安全性的担忧可能会提高疫苗接种率。