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约会应用程序算法是否让男人感到孤独,这是否构成公共卫生问题?
1Faculty of Health and Medicine, Department of Health, Lancaster University, Lancaster, United Kingdom.
JMIR formative research
|April 7, 2025
概括
在疫情期间,约会应用程序在增长,但现在优先考虑收入而不是用户连接. 这项研究揭示了算法杀和支付-获胜模式如何伤害男性.
科学领域:
- 心理学 心理学 心理学
- 社会学 社会学 社会学
- 公共卫生 公共卫生
背景情况:
- 随着COVID-19的流行,在线约会平台的普及加速了.
- 约会应用程序已经从促进现实世界的连接演变为优化用户参与和营收.
- 人们担心约会应用程序使用对心理的影响,特别是在男性身上.
研究的目的:
- 分析约会应用程序及其商业模式的演变.
- 调查约会应用体验中的性别差异.
- 检查约会应用程序使用,成行为,算法限制和心理健康结果之间的联系,倡导监管干预.
主要方法:
- 对约会应用程序演变和收入模式的定性分析.
- 对有关约会应用程序使用,性别差异和心理影响的现有文献的审查.
- 检查算法匹配限制及其对用户体验和心理健康的影响.
主要成果:
- 约会应用程序已经转向一个"匹配积累"的收入模式,远离了促进离线互动.
- 算法匹配限制和"支付优势"功能不成比例地影响男性用户,可能会加剧心理痛苦.
- 有证据表明,大量的约会应用程序使用与抑郁和焦虑率的增加之间存在相关性.
结论:
- 目前约会应用程序的货币化策略可能会对用户的心理健康产生负面影响.
- 监管干预是必要的,以解决剥削性做法,如算法限制和支付以赢得模式.
- 在约会平台上促进更健康,更公平的用户体验对于减轻不利的公共卫生结果至关重要.
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