多种族人群的Facebook群组:潜伏的个人资料分析揭示了独特的用户亚型和与抑郁症状的联系
Rebecca Godard1, Susan Holtzman2
1The University of British Columbia|Okanagan, ASC 281, 1147 Research Rd., Kelowna, BC V1V 1V7 Canada.
Affective science
|December 9, 2024
概括
社交媒体群体提供连接,但用户体验各不相同. 一些高度参与的用户报告了较低的归属感,而男性更有可能不满意,而LGBTQIA+个人更投入.
科学领域:
- 心理学 心理学 心理学
- 社会学 社会学 社会学
- 人与计算机的交互
背景情况:
- 社交媒体 (SM) 团体可以提供至关重要的支持,特别是对于缺乏线下资源的边缘化人口.
- 用户参与和在中小企业团体中的体验是多样化的,并影响社会和情感福祉.
研究的目的:
- 识别多种族个人在Facebook群组内不同的用户配置文件.
- 检查这些用户配置文件与抑郁症状和全球归属感之间的关系.
主要方法:
- 对424名多种族人群的Facebook用户进行了横截面调查.
- 隐藏的个人资料分析以根据参与和经验识别用户类型.
主要成果:
- 发现了三个用户概况:随意 (62%),投入 (21%),不满意 (17%).
- 投资用户比休用户表现出更高的抑郁症状和更低的归属感. 男人更可能不满意;LGBTQIA+个人更可能被投资.
结论:
- 研究结果支持社会补偿假设,表明中小企业团体可以补充线下支持.
- 用户个人资料和性别和性取向等人口因素显著影响在线团体体验和幸福感.
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