Bacon Elizabeth, An Lawrence, Yang Penny, Hawley Sarah, Van Horn M Lee, Resnicow Ken
Center for Health Communications Research, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States.
Division of General Medicine, School of Medicine University of Michigan, Ann Arbor, MI, United States.
JMIR Form Res. 2023 Sep 27;7:e45980. doi: 10.2196/45980.
Effective COVID-19 vaccines have been available since early 2021 yet many Americans refuse or delayed uptake. As of mid-2022, still around 30% of US adults remain unvaccinated against COVID-19. The majority (81%) of these unvaccinated adults say they will "definitely not" be getting the COVID-19 vaccine. Understanding the determinants of COVID-19 vaccine uptake is critical to reducing death and illness from the virus, as well as to inform future vaccine efforts, such as the more recent bivalent (omicron) booster.
This study aimed to expand our understanding of psychosocial determinants of COVID-19 vaccine uptake. We focus on both COVID-19-specific factors, such as COVID-19 conspiracy beliefs, as well as more global personality attributes such as dogmatism, reactance, gender roles, political beliefs, and religiosity.
We conducted a web-based survey in mid-2021 of a representative sample of 1376 adults measuring both COVID-19-specific beliefs and attitudes, as well as global personality attributes. COVID-19 vaccination status is reported at 3 levels: vaccinated; unvaccinated-may-get-it; unvaccinated-hard-no.
Our analyses focused on the correlation of COVID-19 vaccination status with 10 psychosocial attributes: COVID-19-specific conspiracy theory beliefs; COVID-19 vaccine misinformation; COVID-19-related Rapture beliefs; general antivaccination beliefs; trait reactance; trait dogmatism; belief in 2020 election fraud; belief in a QAnon conspiracy; health care system distrust; and identification with traditional gender roles. We used a multivariate analysis of covariance to examine mean differences across vaccine status groups for each of the correlates while holding constant the effects of age, gender, race, income, education, political party, and Evangelicalism. Across the 10 psychosocial correlates, several different response scales were used. To allow for comparison of effects across correlates, measures of effect size were computed by converting correlates to z scores and then examining adjusted mean differences in z scores between the groups. We found that all 10 psychosocial variables were significantly associated with vaccination status. After general antivaccination beliefs, COVID-19 misinformation beliefs and COVID-19 conspiracy beliefs had the largest effect on vaccine uptake.
The association of these psychosocial factors with COVID-19 vaccine hesitancy may help explain why vaccine uptake has not shifted much among the unvaccinated-hard-no group since vaccines became available. These findings deepen our understanding of those who remain resistant to getting vaccinated and can guide more effective tailored communications to reach them. Health communication professionals may apply lessons learned from countering related beliefs and personality attributes around issues such as climate change and other forms of vaccine hesitancy. For example, using motivational interviewing strategies that are equipped to handle resistance and provide correct information in a delicate manner that avoids reactance.
自2021年初以来就有了有效的新冠疫苗,但许多美国人拒绝接种或延迟接种。截至2022年年中,仍有大约30%的美国成年人未接种新冠疫苗。这些未接种疫苗的成年人中,大多数(81%)表示他们“绝对不会”接种新冠疫苗。了解新冠疫苗接种的决定因素对于减少该病毒导致的死亡和疾病至关重要,同时也有助于为未来的疫苗接种工作提供信息,比如最近的二价(奥密克戎)加强针。
本研究旨在扩展我们对新冠疫苗接种心理社会决定因素的理解。我们既关注特定于新冠的因素,如新冠阴谋论信念,也关注更广泛的人格特质,如教条主义、逆反心理、性别角色、政治信念和宗教信仰。
2021年年中,我们对1376名成年人的代表性样本进行了一项基于网络的调查,测量特定于新冠的信念和态度以及广泛的人格特质。新冠疫苗接种状况分为三个级别报告:已接种;未接种但可能会接种;坚决不接种。
我们的分析聚焦于新冠疫苗接种状况与10种心理社会特质的相关性:特定于新冠的阴谋论信念;新冠疫苗错误信息;与新冠相关的“末日论”信念;一般的反疫苗信念;特质逆反心理;特质教条主义;对2020年选举舞弊的信念;对“匿名者Q”阴谋论的信念;对医疗保健系统的不信任;以及对传统性别角色的认同。我们使用多变量协方差分析来检验每个相关因素在疫苗接种状况组之间的平均差异,同时保持年龄、性别、种族、收入、教育程度、政党和福音派信仰的影响不变。在这10种心理社会相关因素中,使用了几种不同的反应量表。为了能够比较各相关因素的影响,通过将相关因素转换为z分数,然后检查各组之间z分数的调整后平均差异来计算效应大小的度量。我们发现所有10种心理社会变量都与疫苗接种状况显著相关。在一般的反疫苗信念之后,新冠错误信息信念和新冠阴谋论信念对疫苗接种的影响最大。
这些心理社会因素与新冠疫苗犹豫之间的关联可能有助于解释为什么自疫苗可用以来,坚决不接种组的疫苗接种率没有太大变化。这些发现加深了我们对那些仍然抗拒接种疫苗者的理解,并可以指导更有效的针对性沟通以接触到他们。健康传播专业人员可以借鉴在应对围绕气候变化等问题的相关信念和人格特质以及其他形式的疫苗犹豫中所学到的经验教训。例如,使用有能力应对抵触情绪并以避免逆反心理的微妙方式提供正确信息的动机性访谈策略。