The Role of Social Media in Knowledge, Perceptions, and Self-Reported Adherence Toward COVID-19 Prevention Guidelines: Cross-Sectional Study.

IF 3.5 Q1 HEALTH CARE SCIENCES & SERVICES JMIR infodemiology Pub Date : 2024-02-16 DOI:10.2196/44395
Camryn Garrett, Shan Qiao, Xiaoming Li
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Abstract

Background: Throughout the COVID-19 pandemic, social media has served as a channel of communication, a venue for entertainment, and a mechanism for information dissemination.

Objective: This study aims to assess the associations between social media use patterns; demographics; and knowledge, perceptions, and self-reported adherence toward COVID-19 prevention guidelines, due to growing and evolving social media use.

Methods: Quota-sampled data were collected through a web-based survey of US adults through the Qualtrics platform, from March 15, 2022, to March 23, 2022, to assess covariates (eg, demographics, vaccination, and political affiliation), frequency of social media use, social media sources of COVID-19 information, as well as knowledge, perceptions, and self-reported adherence toward COVID-19 prevention guidelines. Three linear regression models were used for data analysis.

Results: A total of 1043 participants responded to the survey, with an average age of 45.3 years, among which 49.61% (n=515) of participants were men, 66.79% (n=696) were White, 11.61% (n=121) were Black or African American, 13.15% (n=137) were Hispanic or Latino, 37.71% (n=382) were Democrat, 30.21% (n=306) were Republican, and 25% (n=260) were not vaccinated. After controlling for covariates, users of TikTok (β=-.29, 95% CI -0.58 to -0.004; P=.047) were associated with lower knowledge of COVID-19 guidelines, users of Instagram (β=-.40, 95% CI -0.68 to -0.12; P=.005) and Twitter (β=-.33, 95% CI -0.58 to -0.08; P=.01) were associated with perceiving guidelines as strict, and users of Facebook (β=-.23, 95% CI -0.42 to -0.043; P=.02) and TikTok (β=-.25, 95% CI -0.5 to -0.009; P=.04) were associated with lower adherence to the guidelines (R2 0.06-0.23).

Conclusions: These results allude to the complex interactions between online and physical environments. Future interventions should be tailored to subpopulations based on their demographics and social media site use. Efforts to mitigate misinformation and implement digital public health policy must account for the impact of the digital landscape on knowledge, perceptions, and level of adherence toward prevention guidelines for effective pandemic control.

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社交媒体在 COVID-19 预防指南的知识、认知和自述遵守情况中的作用。
背景:在 COVID-19 大流行期间,社交媒体一直是沟通的渠道、娱乐的场所和信息传播的机制:由于社交媒体的使用在不断增长和发展,本研究旨在评估社交媒体使用模式、人口统计学、COVID-19 预防指南知识、看法和自我报告遵守情况之间的关联:方法: 2022 年 3 月 15 日至 23 日,通过 Qualtrics 平台对美国成年人进行了在线调查,收集了配额抽样数据,以评估协变量(如人口统计学、疫苗接种、政治派别)、社交媒体使用频率、COVID-19 信息的社交媒体来源,以及对 COVID-19 预防指南的了解、感知和自我报告的遵守情况。数据分析采用了三个线性回归模型:共有 1,043 名参与者回复了调查,平均年龄为 45.3 岁,其中 49.4% 为男性,66% 为白人,11.3% 为黑人,13.1% 为西班牙裔/拉丁美洲裔,36.7% 为民主党人,29.4% 为共和党人,25% 未接种疫苗。控制协变量后,TikTok 用户(ß= -0.31,P=.03,95% CI [-.06,-.02])对 COVID-19 指南的了解程度较低;Instagram 用户(ß= -0.33,P=.02,95% CI [-.59,-.06])和 Twitter 用户(ß= -0.28,P=.02,95% CI [-.53,-.05])对 COVID-19 指南的了解程度较高。结论:这些研究结果表明,Facebook( ß= -0.23,P=.02,95% CI [-.42,-.043])和 TikTok( ß= -0.25,P=.04,95% CI [-.28,.12])的用户对指南的遵守程度较低(R2 .06 - .23):这些结果表明了网络环境和物理环境之间复杂的相互作用。未来的干预措施应根据亚人群的人口统计学特征和社交媒体网站的使用情况量身定制。减少错误信息和实施数字公共卫生政策的努力必须考虑到数字环境对知识、观念和预防指南遵守水平的影响,以有效控制流行病:
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