在使用物质的大学生中提供个性化数据仪表板对生态瞬间评估合规性的影响:试点微随机试验
Ashley Linden-Carmichael1, Samuel W Stull2, Danny Wang2
1The Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, PA, United States.
JMIR formative research
|December 5, 2024
概括
文本调查中的个性化数据仪表板改善了年轻人的学习参与度,并在21天的生态瞬间评估 (EMA) 研究中减少了完成时间,提高了对健康行为研究的合规性.
科学领域:
- 行为科学 行为科学
- 数字健康数字健康
- 公共卫生 公共卫生
背景情况:
- 年轻人的物质使用行为正在迅速发展.
- 密集的纵向设计对于实时物质使用研究至关重要.
- 在此类研究中,参与者高度遵守是重大挑战.
研究的目的:
- 评估个性化数据仪表板 (DD) 对研究合规性的影响.
- 在基于文本的调查提示符中评估DD的影响.
- 在大学生中检查21天生态瞬间评估 (EMA) 的结果.
主要方法:
- 最近使用酒精/大麻的91名大学生 (67%为女性,92%为白人) 被随机分类.
- 参与者完成了为期21天的EMA协议,每天提醒4次.
- 干预小组收到了个性化信息和数据仪表板 (DD),其中包含进度指标.
主要成果:
- 合规水平在各组之间是相似的.
- EMA+DD组在第2周和第3周的完成时间明显更快.
- 定性反表明,DDs促进了参与者的参与.
结论:
- 个性化数据仪表板可以提高参与健康行为研究的参与度.
- 在提示后不久,DDs对于通过移动设备评估行为可能特别有用.
- 这种方法支持研究人员实时监测健康行为.
关键词:
欧洲药品监督管理局 (EMA) 是一个.电子商务管理局 (EMA) 的协议.酒精 酒精 酒精 酒精 酒精 酒精 酒精 酒精大麻大麻大麻大麻大麻大麻大麻大麻使用大麻使用大麻使用大麻大学生的大学生.符合合规性的合规性是什么数据仪表板数据仪表板生态瞬间评估 环境瞬间评估健康行为健康行为.个性化数据仪表板个人化数据仪表板自己报告的自我报告.研究符合性研究合规性使用物质使用物质.药物使用行为行为.调查调查调查调查调查调查调查调查更多相关视频
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