School of Journalism and Mass Communication, University of Wisconsin, Madison, WI, United States.
Department of Communication Arts, University of Wisconsin-Madison, Madison, WI, United States.
J Med Internet Res. 2021 Jan 13;23(1):e21275. doi: 10.2196/21275.
Depressive symptoms are the most prevalent mental health concern among older adults (possibly heightened during the COVID-19 pandemic), which raises questions about how such symptoms can be lowered in this population. Existing research shows that offline social connectedness is a protective factor against depression in older adults; however, it is unknown whether web-based social connectedness can have similar effects.
This study investigates whether social connectedness on a support website protects older adults against depressive symptoms over the course of a year, above and beyond the protective effect of offline social connectedness. The secondary aim is to determine whether older adults with increased depressive symptoms are more likely to engage in social connectedness on this website. Thus, we examine depressive symptoms as both an outcome and predictor of web-based social connectedness to fully understand the chain of causality among these variables. Finally, we compare web-based social connectedness with offline social connectedness in their ability to lower depressive symptoms among older adults.
A total of 197 adults aged 65 years or older were given access to a social support website, where they were able to communicate with each other via a discussion forum for a year. Participants' social connectedness on the web-based platform, conceptualized as message production and consumption, was measured using behavioral log data as the number of messages participants wrote and read, respectively, during the first 6 months (t) and the following 6 months (t) of the study. Participants self-reported their offline social connectedness as the number of people in their support networks, and they reported their depressive symptoms using the Patient Health Questionnaire-8 both at baseline (t) and at 12-month follow-up (t). To ascertain the flow of causality between these variables, we employed a cross-lagged panel design, in which all variables were measured at t and t.
After controlling for the effect of offline support networks at t, web-based message consumption at t decreased older adults' depressive symptoms at t (β=-.11; P=.02), but web-based message production at t did not impact t depressive symptoms (β=.12; P=.34). Web-based message consumption had a larger effect (β=-.11; P=.02) than offline support networks (β=-.08; P=.03) in reducing older adults' depressive symptoms over time. Higher baseline depressive symptoms did not predict increased web-based message consumption (β=.12; P=.36) or production (β=.02; P=.43) over time.
The more messages older adults read on the web-based forum for the first 6 months of the study, the less depressed they felt at the 1-year follow-up, above and beyond the availability of offline support networks at baseline. This pinpoints the substantial potential of web-based communication to combat depressive symptoms in this vulnerable population.
INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1186/s13063-015-0713-2.
抑郁症状是老年人中最普遍的心理健康问题(在 COVID-19 大流行期间可能更为突出),这引发了如何降低这一人群中抑郁症状的问题。现有研究表明,线下社交联系是老年人预防抑郁的保护因素;然而,尚不清楚基于网络的社交联系是否具有类似的效果。
本研究旨在调查在一年的时间里,基于支持网站的社交联系是否能像线下社交联系一样,保护老年人免受抑郁症状的影响。次要目的是确定是否抑郁症状加重的老年人更有可能在该网站上进行社交联系。因此,我们将抑郁症状作为基于网络的社交联系的结果和预测因素进行研究,以充分了解这些变量之间的因果关系。最后,我们比较了基于网络的社交联系和线下社交联系在降低老年人抑郁症状方面的能力。
共有 197 名 65 岁或以上的成年人被允许访问一个社交支持网站,在那里他们可以通过论坛在一年内相互交流。参与者在基于网络的平台上的社交联系,概念化为消息的产生和消费,通过行为日志数据来衡量,分别为参与者在研究的前 6 个月(t)和接下来的 6 个月(t)中撰写和阅读的消息数量。参与者自我报告他们的线下社交联系人数,即他们的支持网络人数,他们使用患者健康问卷-8 在基线(t)和 12 个月随访(t)时报告他们的抑郁症状。为了确定这些变量之间的因果关系,我们采用了交叉滞后面板设计,其中所有变量都在 t 和 t 时进行了测量。
在控制了 t 时线下支持网络的影响后,t 时基于网络的消息消费降低了老年人的抑郁症状(β=-.11;P=.02),但 t 时基于网络的消息生产并没有影响 t 时的抑郁症状(β=.12;P=.34)。基于网络的消息消费(β=-.11;P=.02)比线下支持网络(β=-.08;P=.03)在降低老年人的抑郁症状方面有更大的效果,随着时间的推移。较高的基线抑郁症状并没有预测随着时间的推移,基于网络的消息消费(β=-.12;P=.36)或生产(β=.02;P=.43)的增加。
在研究的前 6 个月,老年人在基于网络的论坛上阅读的消息越多,他们在 1 年随访时的抑郁感就越低,这超出了基线时线下支持网络的可用性。这凸显了基于网络的交流在解决这一脆弱人群的抑郁症状方面的巨大潜力。