在大学生中对心理健康问题的生态瞬间评估:数据质量评估研究
Ana Portillo-Van Diest1,2,3, Philippe Mortier1,2, Laura Ballester1,2
1Hospital del Mar Research Institute, Barcelona, Spain.
Journal of medical Internet research
|December 10, 2024
概括
这项研究评估了大学生生态瞬间评估 (EMA) 数据质量,发现参与和遵守因人口统计和经验而异. 标准化数据质量检查对于可靠的心理健康研究至关重要.
科学领域:
- 精神卫生流行病学 精神卫生流行病学
- 心理学研究方法 心理学研究方法
背景情况:
- 生态瞬间评估 (EMA) 越来越多地用于心理健康流行病学.
- 关于EMA研究中的参与,合规性,测量可靠性和报告标准的决定因素,存在知识差距.
研究的目的:
- 评估EMA大学生数据质量.
- 估计参与率和合规率.
- 确定参与和合规的预测因素.
- 评估影响措施的可靠性.
- 检测不小心的响应.
主要方法:
- 1259名大学生被邀请参加一个为期15天的EMA研究.
- 对于参与/合规预测指标的物流和Poisson回归.
- 对影响措施的多层次可靠性分析.
- 基于合规性和可靠性的不小心响应者的识别.
主要成果:
- 62.1%的参与率,76.9%的平均遵守率.
- 女性性别和年龄较小预测参与率更高.
- 负面经历和自杀企图预测参与率较低.
- 与以前的性虐待,最近的性侵犯和酒精使用障碍屏幕相关的低合规性.
- 强烈的人际可靠性,对影响措施的人际可靠性中等至中等.
- 17.5%的参与者被认为是不小心的响应者.
结论:
- 标准化的数据质量评估对于EMA研究结论的可靠性至关重要.
- 未来的研究应该解决非响应偏差,并使用对不小心响应者的敏感性分析.
关键词:
符合合规性的合规性是什么生态瞬间评估 环境瞬间评估经验采样方法 经验采样方法心理健康 心理健康手机电话 手机电话手机电话参与 参与 参与 参与可靠性的可靠性灵敏度分析是一种灵敏度分析.大学的学生大学生.更多相关视频
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