Na Kilhoe, Zimdars Melissa, Cullinan Megan E
Department of Communication and Media, Merrimack College, North Andover, MA, United States.
Department of Communication Studies, University of Montana, Missoula, MT, United States.
JMIR Form Res. 2024 Dec 5;8:e54092. doi: 10.2196/54092.
Social media platforms have become home to numerous alternative health groups where people share health information and scientifically unproven treatments. Individuals share not only health information but also health misinformation in alternative health groups on social media. Yet, little research has been carried out to understand members of these groups. This study aims to better understand various characteristics of members in alternative health groups and the association between membership and attitudes toward vaccination and COVID-19 and influenza vaccination-related behaviors.
This study aims to test hypotheses about different potential characteristics of members in alternative health groups and the association between membership and attitudes toward vaccination and vaccine-related behaviors.
A web-based cross-sectional survey (N=1050) was conducted. Participants were recruited from 19 alternative health social media groups and Amazon's Mechanical Turk. A total of 596 participants were members of alternative health groups and 454 were nonmembers of alternative health groups. Logistic regressions were performed to test the hypotheses about the relationship between membership and the variables of interest.
Logistic regression revealed that there is a positive association between alternative health social media group membership and 3 personal characteristics: sharing trait (B=.83, SE=.11; P<.01; odds ratio [OR] 2.30, 95% CI 1.85-2.86), fear of negative evaluations (B=.19, SE=.06; P<.001, OR 1.21, 95% CI 1.06-1.37), and conspiratorial mentality (B=.33, SE=.08; P<.01; OR 1.40, 95% CI 1.18-1.65). Also, the results indicate that there is a negative association between membership and 2 characteristics: health literacy (B=-1.09, SE=.17; P<.001; OR .33, 95% CI 0.23-0.47) and attitudes toward vaccination (B=- 2.33, SE=.09; P=.02; OR 0.79, 95% CI 0.65-0.95). However, there is no association between membership and health consciousness (B=.12, SE=.10; P=.24; OR 1.13, 95% CI 0.92-1.38). Finally, membership is negatively associated with COVID-19 vaccination status (B=-.84, SE=.17; P<.001; OR 48, 95% CI 0.32-0.62), and influenza vaccination practice (B=-1.14, SE=.17; P<.001; OR .31, 95% CI 0.22-0.45).
Our findings indicate that people joining alternative health social media groups differ from nonmembers in different aspects, such as sharing, fear of negative evaluations, conspiratorial mentality, and health literacy. They also suggest that there is a significant relationship between membership and vaccination. By more thoroughly exploring the demographic, or by better understanding the people for whom interventions are designed, this study is expected to help researchers to more strategically and effectively develop and implement interventions.
社交媒体平台已成为众多替代健康群体的聚集地,人们在这些群体中分享健康信息和未经科学证实的治疗方法。在社交媒体上的替代健康群体中,个人不仅分享健康信息,还分享健康错误信息。然而,针对这些群体成员的研究却很少。本研究旨在更好地了解替代健康群体成员的各种特征,以及群体成员身份与对疫苗接种的态度、与新冠病毒和流感疫苗接种相关行为之间的关联。
本研究旨在验证关于替代健康群体成员不同潜在特征,以及群体成员身份与对疫苗接种的态度和疫苗相关行为之间关联的假设。
开展了一项基于网络的横断面调查(N = 1050)。参与者从19个替代健康社交媒体群组和亚马逊的Mechanical Turk招募。共有596名参与者是替代健康群体的成员,454名是非替代健康群体的成员。进行逻辑回归以检验关于群体成员身份与感兴趣变量之间关系的假设。
逻辑回归显示,替代健康社交媒体群组成员身份与3个人特征之间存在正相关:分享特质(B = 0.83,标准误 = 0.11;P <.01;优势比[OR] 2.30,95%置信区间1.85 - 2.86)、对负面评价的恐惧(B = 0.19,标准误 = 0.06;P <.001,OR 1.21,95%置信区间1.06 - 1.37)以及阴谋心态(B = 0.33,标准误 = 0.08;P <.01;OR 1.40,95%置信区间1.18 - 1.65)。此外,结果表明群体成员身份与2个特征之间存在负相关:健康素养(B = -1.09,标准误 = 0.17;P <.001;OR 0.33,95%置信区间0.23 - 0.47)和对疫苗接种的态度(B = -2.33,标准误 = 0.09;P = 0.02;OR 0.79,95%置信区间0.65 - 0.95)。然而,群体成员身份与健康意识之间没有关联(B = 0.12,标准误 = 0.10;P = 0.24;OR 1.13,95%置信区间0.92 - 1.38)。最后,群体成员身份与新冠病毒疫苗接种状况呈负相关(B = -0.84,标准误 = 0.17;P <.001;OR 0.48,95%置信区间0.32 - 0.62),与流感疫苗接种行为也呈负相关(B = -1.14,标准误 = 0.17;P <.001;OR 0.31,95%置信区间0.22 - 0.45)。
我们的研究结果表明,加入替代健康社交媒体群组的人与非成员在不同方面存在差异,如分享、对负面评价的恐惧、阴谋心态和健康素养。研究结果还表明,群体成员身份与疫苗接种之间存在显著关系。通过更全面地探索人口统计学特征,或更好地了解干预措施所针对的人群,本研究有望帮助研究人员更具策略性和有效地制定和实施干预措施。