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对年轻人的数字心理健康平台的用户性格优势和参与度预测:长度观察研究
Alicia J Smith1,2, Shaminka N Mangelsdorf3,4, Simon T E Baker5
1Melbourne School of Psychological Sciences, The University of Melbourne, University of Melbourne, Melbourne, Australia.
Journal of medical Internet research
|August 27, 2025
概括
人格优势会影响数字心理健康的参与. 而"积极决心"和"勇气"则预示着更稳定的使用, 为个性化干预提供了洞察力.
科学领域:
- 数字心理健康
- 心理学
- 青少年的健康
背景情况:
- 精神疾病是全球主要的残疾,
- 数字心理健康干预提供了可扩展的解决方案,
- 基于用户特征的数字平台个性化可能会提高参与度和结果.
研究的目的:
- 调查角色优势对在线社交治疗平台中的参与模式的影响.
- 检查特定的性格优势如何预测年轻人 (12-25岁) 的退学率和参与度.
主要方法:
- 分析使用数字心理健康平台的6967名年轻人的数据 (2021年8月至2023年7月).
- 对人物优势 (社会和,积极决心,勇气和创造力) 和参与度的纵向分析.
- 参与度指标包括平台时间,会话数量,社交网络使用和临床团队信息.
主要成果:
- 较高的"社会和"分数与加速的学和平台使用率的快速下降相关.
- 较高的"积极决心"和"勇气和创造力"分数预测了较低的初始但更稳定的长期参与.
- 性格强度没有显著预测社交网络使用或向临床团队发送信息.
结论:
- 在数字心理健康平台上预测不同的参与轨迹.
- 有个性化机会根据个体特征定制干预措施以提高参与度.
- 调查结果表明,数字心理健康支持应量身定制,以利用或减轻持续使用的特定性格优势.
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