Anna Gaysynsky, Nicole Senft Everson, Kathryn Heley, Wen-Ying Sylvia Chou
{"title":"对社交媒体上健康误导的看法:跨部门调查研究。","authors":"Anna Gaysynsky, Nicole Senft Everson, Kathryn Heley, Wen-Ying Sylvia Chou","doi":"10.2196/51127","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Health misinformation on social media can negatively affect knowledge, attitudes, and behaviors, undermining clinical care and public health efforts. Therefore, it is vital to better understand the public's experience with health misinformation on social media.</p><p><strong>Objective: </strong>The goal of this analysis was to examine perceptions of the social media information environment and identify associations between health misinformation perceptions and health communication behaviors among US adults.</p><p><strong>Methods: </strong>Analyses used data from the 2022 Health Information National Trends Survey (N=6252). Weighted unadjusted proportions described respondents' perceptions of the amount of false or misleading health information on social media (\"perceived misinformation amount\") and how difficult it is to discern true from false information on social media (\"perceived discernment difficulty\"). Weighted multivariable logistic regressions examined (1) associations of sociodemographic characteristics and subjective literacy measures with misinformation perceptions and (2) relationships between misinformation perceptions and health communication behaviors (ie, sharing personal or general health information on social media and using social media information in health decisions or in discussions with health care providers).</p><p><strong>Results: </strong>Over one-third of social media users (35.61%) perceived high levels of health misinformation, and approximately two-thirds (66.56%) reported high perceived discernment difficulty. Odds of perceiving high amounts of misinformation were lower among non-Hispanic Black/African American (adjusted odds ratio [aOR] 0.407, 95% CI 0.282-0.587) and Hispanic (aOR 0.610, 95% CI 0.449-0.831) individuals compared to White individuals. Those with lower subjective health literacy were less likely to report high perceived misinformation amount (aOR 0.602, 95% CI 0.374-0.970), whereas those with lower subjective digital literacy were more likely to report high perceived misinformation amount (aOR 1.775, 95% CI 1.400-2.251). Compared to White individuals, Hispanic individuals had lower odds of reporting high discernment difficulty (aOR 0.620, 95% CI 0.462-0.831). Those with lower subjective digital literacy (aOR 1.873, 95% CI 1.478-2.374) or numeracy (aOR 1.465, 95% CI 1.047-2.049) were more likely to report high discernment difficulty. High perceived misinformation amount was associated with lower odds of sharing general health information on social media (aOR 0.742, 95% CI 0.568-0.968), using social media information to make health decisions (aOR 0.273, 95% CI 0.156-0.479), and using social media information in discussions with health care providers (aOR 0.460, 95% CI 0.323-0.655). High perceived discernment difficulty was associated with higher odds of using social media information in health decisions (aOR 1.724, 95% CI 1.208-2.460) and health care provider discussions (aOR 1.389, 95% CI 1.035-1.864).</p><p><strong>Conclusions: </strong>Perceptions of high health misinformation prevalence and discernment difficulty are widespread among social media users, and each has unique associations with sociodemographic characteristics, literacy, and health communication behaviors. These insights can help inform future health communication interventions.</p>","PeriodicalId":73554,"journal":{"name":"JMIR infodemiology","volume":null,"pages":null},"PeriodicalIF":3.5000,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11094599/pdf/","citationCount":"0","resultStr":"{\"title\":\"Perceptions of Health Misinformation on Social Media: Cross-Sectional Survey Study.\",\"authors\":\"Anna Gaysynsky, Nicole Senft Everson, Kathryn Heley, Wen-Ying Sylvia Chou\",\"doi\":\"10.2196/51127\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Health misinformation on social media can negatively affect knowledge, attitudes, and behaviors, undermining clinical care and public health efforts. Therefore, it is vital to better understand the public's experience with health misinformation on social media.</p><p><strong>Objective: </strong>The goal of this analysis was to examine perceptions of the social media information environment and identify associations between health misinformation perceptions and health communication behaviors among US adults.</p><p><strong>Methods: </strong>Analyses used data from the 2022 Health Information National Trends Survey (N=6252). Weighted unadjusted proportions described respondents' perceptions of the amount of false or misleading health information on social media (\\\"perceived misinformation amount\\\") and how difficult it is to discern true from false information on social media (\\\"perceived discernment difficulty\\\"). Weighted multivariable logistic regressions examined (1) associations of sociodemographic characteristics and subjective literacy measures with misinformation perceptions and (2) relationships between misinformation perceptions and health communication behaviors (ie, sharing personal or general health information on social media and using social media information in health decisions or in discussions with health care providers).</p><p><strong>Results: </strong>Over one-third of social media users (35.61%) perceived high levels of health misinformation, and approximately two-thirds (66.56%) reported high perceived discernment difficulty. Odds of perceiving high amounts of misinformation were lower among non-Hispanic Black/African American (adjusted odds ratio [aOR] 0.407, 95% CI 0.282-0.587) and Hispanic (aOR 0.610, 95% CI 0.449-0.831) individuals compared to White individuals. Those with lower subjective health literacy were less likely to report high perceived misinformation amount (aOR 0.602, 95% CI 0.374-0.970), whereas those with lower subjective digital literacy were more likely to report high perceived misinformation amount (aOR 1.775, 95% CI 1.400-2.251). Compared to White individuals, Hispanic individuals had lower odds of reporting high discernment difficulty (aOR 0.620, 95% CI 0.462-0.831). Those with lower subjective digital literacy (aOR 1.873, 95% CI 1.478-2.374) or numeracy (aOR 1.465, 95% CI 1.047-2.049) were more likely to report high discernment difficulty. High perceived misinformation amount was associated with lower odds of sharing general health information on social media (aOR 0.742, 95% CI 0.568-0.968), using social media information to make health decisions (aOR 0.273, 95% CI 0.156-0.479), and using social media information in discussions with health care providers (aOR 0.460, 95% CI 0.323-0.655). High perceived discernment difficulty was associated with higher odds of using social media information in health decisions (aOR 1.724, 95% CI 1.208-2.460) and health care provider discussions (aOR 1.389, 95% CI 1.035-1.864).</p><p><strong>Conclusions: </strong>Perceptions of high health misinformation prevalence and discernment difficulty are widespread among social media users, and each has unique associations with sociodemographic characteristics, literacy, and health communication behaviors. These insights can help inform future health communication interventions.</p>\",\"PeriodicalId\":73554,\"journal\":{\"name\":\"JMIR infodemiology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2024-04-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11094599/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JMIR infodemiology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2196/51127\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JMIR infodemiology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2196/51127","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
摘要
背景:社交媒体上的健康误导信息会对人们的知识、态度和行为产生负面影响,破坏临床护理和公共卫生工作。因此,更好地了解公众对社交媒体上健康误导信息的体验至关重要:本分析的目的是研究美国成年人对社交媒体信息环境的看法,并确定对健康误导信息的看法与健康传播行为之间的关联:分析使用了 2022 年健康信息全国趋势调查(N=6252)的数据。未经调整的加权比例描述了受访者对社交媒体上虚假或误导性健康信息量("感知到的错误信息量")以及对社交媒体上真假信息辨别难度("感知到的辨别难度")的感知。加权多变量逻辑回归研究了(1)社会人口特征和主观素养测量与错误信息感知之间的关系,以及(2)错误信息感知与健康交流行为(即在社交媒体上分享个人或一般健康信息,以及在健康决策或与医疗服务提供者讨论时使用社交媒体信息)之间的关系:超过三分之一的社交媒体用户(35.61%)认为存在大量健康误导信息,约三分之二的社交媒体用户(66.56%)认为辨别信息的难度很大。与白人相比,非西班牙裔黑人/非洲裔美国人感知到大量错误信息的几率较低(调整后的几率比 [aOR] 0.407,95% CI 0.282-0.587),西班牙裔美国人感知到大量错误信息的几率较低(调整后的几率比 0.610,95% CI 0.449-0.831)。主观健康素养较低的人较少报告高感知误导信息量(aOR 0.602,95% CI 0.374-0.970),而主观数字素养较低的人更有可能报告高感知误导信息量(aOR 1.775,95% CI 1.400-2.251)。与白人相比,西班牙裔人报告高辨别难度的几率较低(aOR 0.620,95% CI 0.462-0.831)。主观数字素养较低(aOR 1.873,95% CI 1.478-2.374)或计算能力较低(aOR 1.465,95% CI 1.047-2.049)的人更有可能报告高辨别难度。感知到的错误信息量高与在社交媒体上分享一般健康信息(aOR 0.742,95% CI 0.568-0.968)、使用社交媒体信息做出健康决定(aOR 0.273,95% CI 0.156-0.479)以及在与医疗服务提供者讨论时使用社交媒体信息(aOR 0.460,95% CI 0.323-0.655)的几率较低有关。高感知辨别难度与在健康决策中使用社交媒体信息(aOR 1.724,95% CI 1.208-2.460)和在与医疗服务提供者讨论时使用社交媒体信息(aOR 1.389,95% CI 1.035-1.864)的几率较高相关:社交媒体用户普遍认为健康误导信息普遍存在且难以辨别,这两种看法与社会人口特征、文化程度和健康传播行为都有独特的联系。这些见解有助于为未来的健康传播干预措施提供依据。
Perceptions of Health Misinformation on Social Media: Cross-Sectional Survey Study.
Background: Health misinformation on social media can negatively affect knowledge, attitudes, and behaviors, undermining clinical care and public health efforts. Therefore, it is vital to better understand the public's experience with health misinformation on social media.
Objective: The goal of this analysis was to examine perceptions of the social media information environment and identify associations between health misinformation perceptions and health communication behaviors among US adults.
Methods: Analyses used data from the 2022 Health Information National Trends Survey (N=6252). Weighted unadjusted proportions described respondents' perceptions of the amount of false or misleading health information on social media ("perceived misinformation amount") and how difficult it is to discern true from false information on social media ("perceived discernment difficulty"). Weighted multivariable logistic regressions examined (1) associations of sociodemographic characteristics and subjective literacy measures with misinformation perceptions and (2) relationships between misinformation perceptions and health communication behaviors (ie, sharing personal or general health information on social media and using social media information in health decisions or in discussions with health care providers).
Results: Over one-third of social media users (35.61%) perceived high levels of health misinformation, and approximately two-thirds (66.56%) reported high perceived discernment difficulty. Odds of perceiving high amounts of misinformation were lower among non-Hispanic Black/African American (adjusted odds ratio [aOR] 0.407, 95% CI 0.282-0.587) and Hispanic (aOR 0.610, 95% CI 0.449-0.831) individuals compared to White individuals. Those with lower subjective health literacy were less likely to report high perceived misinformation amount (aOR 0.602, 95% CI 0.374-0.970), whereas those with lower subjective digital literacy were more likely to report high perceived misinformation amount (aOR 1.775, 95% CI 1.400-2.251). Compared to White individuals, Hispanic individuals had lower odds of reporting high discernment difficulty (aOR 0.620, 95% CI 0.462-0.831). Those with lower subjective digital literacy (aOR 1.873, 95% CI 1.478-2.374) or numeracy (aOR 1.465, 95% CI 1.047-2.049) were more likely to report high discernment difficulty. High perceived misinformation amount was associated with lower odds of sharing general health information on social media (aOR 0.742, 95% CI 0.568-0.968), using social media information to make health decisions (aOR 0.273, 95% CI 0.156-0.479), and using social media information in discussions with health care providers (aOR 0.460, 95% CI 0.323-0.655). High perceived discernment difficulty was associated with higher odds of using social media information in health decisions (aOR 1.724, 95% CI 1.208-2.460) and health care provider discussions (aOR 1.389, 95% CI 1.035-1.864).
Conclusions: Perceptions of high health misinformation prevalence and discernment difficulty are widespread among social media users, and each has unique associations with sociodemographic characteristics, literacy, and health communication behaviors. These insights can help inform future health communication interventions.