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多族裔人群的脸书群组:潜在剖面分析揭示独特的用户亚型及与抑郁症状的关联。

Facebook Groups for Multiracial People: A Latent Profile Analysis Reveals Unique User Subtypes and Links with Depressive Symptoms.

作者信息

Godard Rebecca, Holtzman Susan

机构信息

The University of British Columbia|Okanagan, ASC 281, 1147 Research Rd., Kelowna, BC V1V 1V7 Canada.

The University of British Columbia|Okanagan, ASC 283, 1147 Research Rd., Kelowna, BC V1V 1V7 Canada.

出版信息

Affect Sci. 2024 Sep 5;5(4):468-476. doi: 10.1007/s42761-024-00268-8. eCollection 2024 Dec.

Abstract

Social media (SM) groups can connect users to similar others and may be particularly valuable for marginalized populations who lack support in their offline lives. Prior research highlights substantial heterogeneity in users' engagement with and experience in SM groups, which may relate to social and emotional health in important ways. The current study used a cross-sectional survey of users of Facebook groups for multiracial people ( = 424) to identify user profiles and test how profiles relate to depressive symptoms and global sense of belonging. Latent profile analysis identified three profiles: (1) (62% of users), who engaged more passively yet experienced moderate levels of belonging in the group; (2) (21%), who reported high active participation, self-disclosure, belonging, and perceived similarity; and (3) (17%), who reported moderate active and passive use and self-disclosure, yet low belonging and high negative experiences. users reported significantly greater depressive symptoms compared to users ( = .46) and significantly lower global belonging compared to users ( =  - .33). Men were more likely to be users, and LGBTQIA + individuals were more likely to be users. Findings support the social compensation hypothesis of SM use and the importance of considering gender and sexual orientation in the realm of online group participation. Although further research is needed to clarify causal pathways, findings suggest the potential value of SM groups as a source of connection and support for those who are distressed or lack access to offline support.

摘要

社交媒体(SM)群组可以将用户与志同道合的人联系起来,对于那些在现实生活中缺乏支持的边缘化人群来说可能特别有价值。先前的研究强调了用户在SM群组中的参与度和体验存在很大的异质性,这可能在重要方面与社会和情感健康相关。当前的研究对多种族人群的Facebook群组用户(n = 424)进行了横断面调查,以识别用户类型,并测试这些类型与抑郁症状和整体归属感之间的关系。潜在类别分析确定了三种类型:(1)被动参与型(占用户的62%),他们参与度较低,但在群组中体验到中等程度的归属感;(2)积极参与型(占21%),他们报告了高度的积极参与、自我表露、归属感和感知到的相似性;(3)混合型(占17%),他们报告了中等程度的积极和被动使用以及自我表露,但归属感较低且负面体验较高。与积极参与型用户相比,混合型用户报告的抑郁症状明显更严重(β = 0.46),与被动参与型用户相比,整体归属感明显更低(β = -0.33)。男性更有可能是被动参与型用户,而LGBTQIA+个体更有可能是积极参与型用户。研究结果支持了SM使用的社会补偿假说,以及在在线群组参与领域考虑性别和性取向的重要性。尽管需要进一步的研究来阐明因果路径,但研究结果表明,SM群组对于那些感到苦恼或无法获得线下支持的人来说,作为一种联系和支持来源具有潜在价值。

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