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对 COVID19 疫苗犹豫不决:统计素养的作用是什么?

Vaccine hesitancy for COVID19: what is the role of statistical literacy?

机构信息

Department of Pharmaceutical & Clinical Sciences, College of Pharmacy & Health Sciences, Campbell University, Buies Creek, NC, United States.

Jerry M. Wallace School of Osteopathic Medicine, Campbell University, Buies Creek, NC, United States.

出版信息

Front Public Health. 2023 Sep 7;11:1230030. doi: 10.3389/fpubh.2023.1230030. eCollection 2023.

Abstract

INTRODUCTION

Vaccination is an important measure used to control the spread of COVID19. The estimation of risk versus benefit of vaccination is based on the understanding of information about the vaccine. Statistics are frequently part of communications about COVID19. Individuals that do not have an adequate foundation of statistical knowledge may not be able to properly assess associated risks and benefits. This study aims to assess the association between statistical literacy and hesitation to receive the COVID19 vaccine.

METHODS

A nationally representative sample of 2,138 adults, recruited through CINT United States, Inc., (Lawrenceville, NJ; http://www.cint.com), completed an internet survey in the summer of 2021. This survey collected demographic measures and information about COVID19 vaccination status. The competency of respondents on various basic statistical concepts was assessed along with the corresponding confidence of respondents in their answers. A multivariable logistic regression model was constructed to assess the relationship between vaccine hesitancy and statistical literacy while controlling for covariates of interest.

RESULTS

Statistical literacy was found to have a negligible association with COVID19 vaccine hesitancy (OR 1.01; 95% CI 1.00-1.02). In addition, differences in the proportion receiving the COVID19 vaccine between political affiliations, income levels, race groups, and ethnicities were observed.

DISCUSSION

The statistical knowledge of the general American public is not commensurate with the need to be literate in basic statistical concepts in the data-driven world in which we live. An effective way to stem vaccine hesitancy may rely on increased statistical knowledge to not be biased by preconceived beliefs shaped by misinformation.

摘要

简介

接种疫苗是控制 COVID19 传播的重要措施。接种疫苗的风险与效益评估基于对疫苗信息的理解。统计数据经常是有关 COVID19 信息交流的一部分。没有足够统计知识基础的个人可能无法正确评估相关风险和效益。本研究旨在评估统计素养与接种 COVID19 疫苗犹豫不决之间的关联。

方法

通过 CINT 美国公司(新泽西州劳伦斯维尔;http://www.cint.com)招募了一个由 2138 名成年人组成的全国代表性样本,他们在 2021 年夏天完成了一项互联网调查。该调查收集了人口统计学指标以及 COVID19 疫苗接种状况的信息。还评估了受访者在各种基本统计概念上的能力及其对答案的信心。构建了一个多变量逻辑回归模型,以评估在控制相关协变量的情况下,疫苗犹豫与统计素养之间的关系。

结果

统计素养与 COVID19 疫苗犹豫之间存在微弱关联(OR 1.01;95%CI 1.00-1.02)。此外,还观察到了不同政治派别、收入水平、种族群体和族裔之间 COVID19 疫苗接种比例的差异。

讨论

普通美国公众的统计知识与我们生活在其中的这个数据驱动世界中基本统计概念的素养不相符。遏制疫苗犹豫的有效方法可能依赖于增加统计知识,以免受到由错误信息塑造的先入为主的信念的偏见。

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