Department of Scientific Computing, Pukyong National University, Busan, Republic of Korea.
Department of Information Science, University of North Texas, Denton, TX, United States.
J Med Internet Res. 2024 Oct 28;26:e55531. doi: 10.2196/55531.
A global-scale pandemic, such as the COVID-19 pandemic, greatly impacted communities of color. Moreover, physical distancing recommendations during the height of the COVID-19 pandemic negatively affected people's sense of social connection, especially among young individuals. More research is needed on the use of social media and communication about depression, with a specific focus on young Black Americans.
This paper aims to examine whether there are any differences in social-networking characteristics before and during the pandemic periods (ie, pre-COVID-19 pandemic vs peri-COVID-19 pandemic) among the students of historically black colleges and universities (HBCUs). For the study, the researchers focus on the students who have posted a depression-related tweet or have retweeted such posts on their timeline and also those who have not made such tweets. This is done to understand the collective patterns of both groups.
This paper analyzed the social networks on Twitter (currently known as X; X Corp) of HBCU students through comparing pre-COVID-19 and peri-COVID-19 pandemic data. The researchers quantified the structural properties, such as reciprocity, homophily, and communities, to test the differences in internet-based socializing patterns between the depression-related and non-depression related groups for the 2 periods.
During the COVID-19 pandemic period, the group with depression-related tweets saw an increase in internet-based friendships, with the average number of friends rising from 1194 (SD 528.14) to 1371 (SD 824.61; P<.001). Their mutual relationships strengthened (reciprocity: 0.78-0.8; P=.01), and they showed higher assortativity with other depression-related group members (0.6-0.7; P<.001). In a network with only HBCU students, internet-based and physical affiliation memberships aligned closely during the peri-COVID-19 pandemic period, with membership entropy decreasing from 1.0 to 0.5. While users without depression-related tweets engaged more on the internet with other users who shared physical affiliations, those who posted depression-related tweets maintained consistent entropy levels (modularity: 0.75-0.76). Compared with randomized networks before and during the COVID-19 pandemic (P<.001), the users also exhibited high homophily with other members who posted depression-related tweets.
The findings of this study provided insight into the social media activities of HBCU students' social networks and communication about depression on social media. Future social media interventions focused on the mental health of Black college students may focus on providing resources to students who communicate about depression. Efforts aimed at providing relevant resources and information to internet-based communities that share institutional affiliation may enhance access to social support, particularly for those who may not proactively seek assistance. This approach may contribute to increased social support for individuals within these communities, especially those with a limited social capacity.
像 COVID-19 大流行这样的全球范围的大流行病对有色人种社区产生了巨大影响。此外,在 COVID-19 大流行高峰期建议保持身体距离,这对人们的社交联系感产生了负面影响,尤其是对年轻人的影响。需要更多关于使用社交媒体和交流抑郁的研究,特别是针对年轻的美国黑人。
本文旨在研究在历史上的黑人学院和大学(HBCU)的学生中,在大流行前和大流行期间(即 COVID-19 大流行前与 COVID-19 大流行期间),社交网络特征是否存在差异。为此,研究人员专注于在他们的时间轴上发布过与抑郁相关的推文或转发过此类帖子的学生,以及那些没有发布此类推文的学生。这样做是为了了解这两个群体的集体模式。
本文通过比较 COVID-19 大流行前和大流行期间的数据,分析了 HBCU 学生在 Twitter(现为 X;X 公司)上的社交网络。研究人员量化了结构特性,如互惠性、同质性和社区,以测试两个时期内与抑郁相关和非抑郁相关组在基于互联网的社交模式上的差异。
在 COVID-19 大流行期间,与抑郁相关的推文组看到基于互联网的友谊增加,其平均朋友数量从 1194(SD 528.14)增加到 1371(SD 824.61;P<.001)。他们的相互关系得到了加强(互惠性:0.78-0.8;P=.01),并且与其他与抑郁相关的群体成员表现出更高的同质性(0.6-0.7;P<.001)。在仅由 HBCU 学生组成的网络中,在 COVID-19 大流行期间,基于互联网和物理关联的会员资格紧密结合,成员熵从 1.0 降低到 0.5。虽然没有与抑郁相关推文的用户在互联网上与具有物理关联的其他用户更多地互动,但发布与抑郁相关推文的用户保持了一致的熵水平(模块性:0.75-0.76)。与 COVID-19 大流行前和大流行期间的随机网络相比(P<.001),用户还与其他发布与抑郁相关推文的成员表现出很高的同质性。
这项研究的结果提供了对 HBCU 学生社交网络的社交媒体活动以及他们在社交媒体上对抑郁的交流的深入了解。未来针对黑大学生心理健康的社交媒体干预措施可能侧重于为那些与抑郁相关的学生提供资源。旨在为共享机构隶属关系的互联网社区提供相关资源和信息的努力可能会增强获得社会支持的机会,特别是对于那些可能不会主动寻求帮助的人。这种方法可能会增加这些社区中个体的社会支持,特别是那些社会能力有限的个体。