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儿童和成人的 COVID-19 疫苗接种决策的离散选择分析。

A Discrete Choice Analysis Comparing COVID-19 Vaccination Decisions for Children and Adults.

机构信息

University of Michigan, Ann Arbor.

Harvard Chan School of Public Health, Boston, Massachusetts.

出版信息

JAMA Netw Open. 2023 Jan 3;6(1):e2253582. doi: 10.1001/jamanetworkopen.2022.53582.

Abstract

IMPORTANCE

COVID-19 vaccination rates in the US remain below optimal levels. Patient preferences for different attributes of vaccine products and the vaccination experience can be important in determining vaccine uptake decisions.

OBJECTIVE

To assess preferences for attributes of adult and pediatric COVID-19 vaccination among US adults.

DESIGN, SETTING, AND PARTICIPANTS: An online survey of a national panel of 1040 US adults was conducted in May and June 2021. A discrete choice analysis was used to measure the relative value of each attribute in the decision to choose a COVID-19 vaccination option for adults or children. Six attributes were used to described hypothetical vaccination options: vaccine effectiveness, mild side effects, rare adverse events, number of doses, time required for vaccination, and regulatory approval. Respondents chose between hypothetical vaccination profiles or no vaccination. Additional survey questions asked about vaccination beliefs, COVID-19 illness experience, COVID-19 risk factors, vaccination status, and opinions about the risk of COVID-19.

EXPOSURES

Respondents chose which vaccine profile they would prefer to receive for themselves (or no vaccination). Respondents then considered an identical set of profiles for a hypothetical child aged 0 to 17 years.

MAIN OUTCOMES AND MEASURES

Relative value of vaccination-related attributes were estimated using Bayesian logit regression. Preference profiles for subgroups were estimated using latent class analyses.

RESULTS

A total of 1040 adults (610 [59%] female; 379 participants [36%] with an age of 55 years and older years) responded to the survey. When asked about vaccination choices for themselves, participants indicated that vaccine effectiveness (95% vs 60%) was a significant attribute (β, 9.59 [95% CrI, 9.20-10.00] vs β, 0.41 [95% CrI, 0-0.80]). Respondents also preferred fewer rare adverse events (β, 6.35 [95% CrI, 5.74-6.86), fewer mild side effects (β, 5.49; 95% CrI, 5.12-5.87), 1 dose (β, 5.41; 95% CrI, 5.04-5.78), FDA approval (β, 6.01; 95% CrI, 5.64-6.41), and shorter waiting times (β, 5.67; 95% CrI, 4.87-6.48). Results were very similar when framing the question as adult or child vaccination, with slightly stronger preference for fewer rare adverse events for children. Latent class analysis revealed 4 groups of respondents: (1) individuals sensitive to safety and regulatory status, (2) individuals sensitive to convenience, (3) individuals who carefully considered all attributes in making their choices, and (4) individuals who rejected the vaccine.

CONCLUSIONS AND RELEVANCE

In this survey study of US adults, the identification of 4 distinct preference groups provides new information to guide communications to support vaccine decision making. In particular, the group that prioritize convenience (less time required for vaccination and fewer doses) may present an opportunity to create actionable strategies to increase vaccination uptake for both adult and pediatric populations.

摘要

重要性

美国的 COVID-19 疫苗接种率仍然低于最佳水平。患者对疫苗产品不同属性的偏好以及接种体验,在决定疫苗接种决策方面可能很重要。

目的

评估美国成年人对成人和儿科 COVID-19 疫苗接种属性的偏好。

设计、设置和参与者:2021 年 5 月至 6 月期间,对 1040 名美国成年人的全国小组进行了在线调查。离散选择分析用于衡量每个属性在选择 COVID-19 疫苗接种方案中的相对价值。使用了六个属性来描述假设的疫苗接种方案:疫苗效力、轻微副作用、罕见不良事件、剂量数、接种所需时间和监管批准。受访者在假设的疫苗接种方案之间进行选择或不接种。附加的调查问题涉及接种信念、COVID-19 疾病经历、COVID-19 风险因素、接种状况以及对 COVID-19 风险的看法。

暴露

受访者选择他们愿意为自己接种(或不接种)的疫苗接种方案。然后,受访者考虑了一套针对 0 至 17 岁儿童的假设疫苗接种方案。

主要结果和测量

使用贝叶斯对数回归估计与疫苗接种相关的属性的相对价值。使用潜在类别分析估计了亚组的偏好分布。

结果

共有 1040 名成年人(610 名[59%]为女性;379 名参与者[36%]年龄在 55 岁及以上)对调查做出了回应。当被问及为自己接种疫苗的选择时,参与者表示疫苗效力(95%对 60%)是一个重要属性(β,9.59 [95%CrI,9.20-10.00] 对β,0.41 [95%CrI,0-0.80])。受访者还更喜欢罕见不良事件(β,6.35 [95%CrI,5.74-6.86)、较少的轻度副作用(β,5.49;95%CrI,5.12-5.87)、1 剂(β,5.41;95%CrI,5.04-5.78)、FDA 批准(β,6.01;95%CrI,5.64-6.41)和较短的等待时间(β,5.67;95%CrI,4.87-6.48)。当将问题框定为成人或儿童疫苗接种时,结果非常相似,儿童对罕见不良事件的偏好略有增强。潜在类别分析揭示了 4 组受访者:(1)对安全性和监管状况敏感的个体,(2)对便利性敏感的个体,(3)在做出选择时仔细考虑所有属性的个体,以及(4)拒绝疫苗的个体。

结论和相关性

在这项针对美国成年人的调查研究中,对 4 个不同偏好群体的识别提供了新的信息,以指导沟通,支持疫苗决策。特别是,重视便利性(接种所需时间更少和剂量更少)的群体可能为增加成人和儿科人群的疫苗接种率提供了机会,可以制定切实可行的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a6/9887501/e4795a144344/jamanetwopen-e2253582-g001.jpg

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