Valdez Rupa S, Guterbock Thomas M, Fitzgibbon Kara, Williams Ishan C, Wellbeloved-Stone Claire A, Bears Jaime E, Menefee Hannah K
Center for Survey Research, Department of Sociology, University of Virginia, Charlottesville, VA, USA.
School of Nursing, University of Virginia, Charlottesville, VA, USA.
J Am Med Inform Assoc. 2017 Jul 1;24(4):680-696. doi: 10.1093/jamia/ocw155.
It is increasingly recognized that some patients self-manage in the context of social networks rather than alone. Consumer health information technology (IT) designed to support socially embedded self-management must be responsive to patients' everyday communication practices. There is an opportunity to improve consumer health IT design by explicating how patients currently leverage social media to support health information communication.
The objective of this study was to determine types of health information communication patterns that typify Facebook users with chronic health conditions to guide consumer health IT design.
Seven hundred participants with type 2 diabetes were recruited through a commercial survey access panel. Cluster analysis was used to identify distinct approaches to health information communication both on and off Facebook. Analysis of variance (ANOVA) methods were used to identify demographic and behavioral differences among profiles. Secondary analysis of qualitative interviews ( n = 25) and analysis of open-ended survey questions were conducted to understand participant rationales for each profile.
Our analysis yielded 7 distinct health information communication profiles. Five of 7 profiles had consistent patterns both on and off Facebook, while the remaining 2 demonstrated distinct practices, with no health information communication on Facebook but some off Facebook. One profile was distinct from all others in both health information communication practices and demographic composition. Rationales for following specific health information communication practices were categorized under 6 themes: altruism, instrumental support, social support, privacy and stigma, convenience, and Facebook knowledge.
Facebook has been widely adopted for health information communication; This study demonstrates that Facebook has been widely adopted for health information communication. It also shows that the ways in which patients communicate health information on and off Facebook are diverse.
人们越来越认识到,一些患者是在社交网络的背景下进行自我管理,而非独自进行。旨在支持社会嵌入型自我管理的消费者健康信息技术(IT)必须响应患者的日常沟通行为。通过阐明患者当前如何利用社交媒体来支持健康信息交流,有机会改进消费者健康IT设计。
本研究的目的是确定具有慢性健康状况的Facebook用户典型的健康信息传播模式,以指导消费者健康IT设计。
通过商业调查访问小组招募了700名2型糖尿病患者。聚类分析用于识别在Facebook上和线下进行健康信息交流的不同方式。方差分析(ANOVA)方法用于识别不同类型之间的人口统计学和行为差异。对定性访谈(n = 25)进行二次分析,并对开放式调查问题进行分析,以了解每个类型参与者的理由。
我们的分析产生了7种不同的健康信息传播类型。7种类型中的5种在Facebook上和线下都有一致的模式,而其余2种表现出不同的做法,即在Facebook上没有健康信息交流,但在Facebook线下有一些交流。有一种类型在健康信息交流实践和人口构成方面与所有其他类型都不同。遵循特定健康信息交流实践的理由分为6个主题:利他主义、工具性支持、社会支持、隐私与耻辱感、便利性和Facebook知识。
Facebook已被广泛用于健康信息交流;本研究表明Facebook已被广泛用于健康信息交流。它还表明患者在Facebook上和线下交流健康信息的方式多种多样。