Applied Behavioral Biology Unit, Institutes for Behavior Resources, Baltimore, MD, United States.
Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Front Public Health. 2020 Dec 3;8:608852. doi: 10.3389/fpubh.2020.608852. eCollection 2020.
This study was conducted to evaluate the impact of public perceptions of vaccine safety and efficacy on intent to seek COVID-19 vaccination using hypothetical vaccine acceptance scenarios. The behavioral economic methodology could be used to inform future public health vaccination campaigns designed to influence public perceptions and improve public acceptance of the vaccine. In June 2020, 534 respondents completed online validated behavioral economic procedures adapted to evaluate COVID-19 vaccine demand in relation to a hypothetical development process and efficacy. An exponential demand function was used to describe the proportion of participants accepting the vaccine at each efficacy. Linear mixed effect models evaluated development process and individual characteristic effects on minimum required vaccine efficacy required for vaccine acceptance. The rapid development process scenario increased the rate of decline in acceptance with reductions in efficacy. At 50% efficacy, 68.8% of respondents would seek the standard vaccine, and 58.8% would seek the rapid developed vaccine. Rapid vaccine development increased the minimum required efficacy for vaccine acceptance by over 9 percentage points, γ = 9.36, < 0.001. Past-3-year flu vaccination, γ = -23.00, < 0.001, and male respondents, γ = -4.98, = 0.037, accepted lower efficacy. Respondents reporting greater conspiracy beliefs, γ = 0.39, < 0.001, and political conservatism, γ = 0.32, < 0.001, required higher efficacy. Male, γ = -4.43, = 0.013, and more conservative, γ = -0.09, = 0.039, respondents showed smaller changes in minimum required efficacy by development process. Information on the vaccine development process, vaccine efficacy, and individual differences impact the proportion of respondents reporting COVID-19 vaccination intentions. Behavioral economics provides an empirical method to estimate vaccine demand to target subpopulations resistant to vaccination.
本研究旨在通过使用假设的疫苗接种接受场景,评估公众对疫苗安全性和有效性的看法对寻求 COVID-19 疫苗接种意愿的影响。行为经济学方法可用于为未来旨在影响公众看法和提高公众对疫苗接受度的公共卫生疫苗接种活动提供信息。2020 年 6 月,534 名受访者完成了在线验证的行为经济学程序,这些程序旨在评估与假设开发过程和功效相关的 COVID-19 疫苗需求。使用指数需求函数来描述在每个功效下接受疫苗的参与者比例。线性混合效应模型评估了开发过程和个体特征对疫苗接受所需最低疫苗功效的影响。快速开发过程场景随着功效的降低增加了接受率的下降速度。在 50%的功效下,68.8%的受访者会寻求标准疫苗,而 58.8%的人会寻求快速开发的疫苗。快速疫苗开发使疫苗接受所需的最低功效提高了 9 个以上百分点,γ=9.36,<0.001。过去 3 年的流感疫苗接种,γ=-23.00,<0.001,男性受访者,γ=-4.98,=0.037,接受较低的功效。报告更多阴谋信念的受访者,γ=0.39,<0.001,以及政治保守派,γ=0.32,<0.001,需要更高的功效。男性,γ=-4.43,=0.013,以及更保守的,γ=-0.09,=0.039,受访者在开发过程中所需的最低功效变化较小。疫苗开发过程、疫苗功效和个体差异的信息会影响报告 COVID-19 疫苗接种意愿的受访者比例。行为经济学提供了一种估计疫苗需求的实证方法,以针对抵制接种的亚人群。