检测被动收集的电话使用与大学生焦虑之间的纵向趋势
Joseph A Gyorda1,2, Damien Lekkas1,2, Nicholas C Jacobson1,2,3,4
1Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA.
Digital biomarkers
|October 30, 2024
概括
客观的电话使用,特别是远离家园,最初与大学生更高的焦虑有关. 这种关联表明,使用电话可能是一种应对机制,尽管随着时间的推移,它可能会减少,可能是由于外部因素.
科学领域:
- 心理学 心理学 心理学
- 行为科学 行为科学
- 数字健康数字健康
背景情况:
- 现有的研究将手机使用与焦虑联系起来,但通常依赖于主观的自我报告.
- 大多数研究都缺乏时间框架,以了解手机使用与焦虑之间的动态关系.
研究的目的:
- 调查被动感知手机使用作为焦虑的纵向预测器.
- 为了检查一个容易受到焦虑的大学生群体中的焦虑.
主要方法:
- 利用了330名大学生 (GLOBEM研究) 的纵向数据.
- 配对每周焦虑得分 (PHQ-4) 与2周前的每日中位数手机解锁时间.
- 采用GPS数据来区分在家和远离家的电话使用情况.
- 模拟的协会使用顺序混合效应物流回归.
主要成果:
- 总电话使用量或家庭使用量与焦虑之间没有显著的联系.
- 远离家的电话使用率较高与第一年焦虑频率的增加有关 (20%高于上四分之一).
- 这种关联在随后的几年中逐渐减少,并且在控制共变量后仍然存在.
结论:
- 在家外使用手机可能是应对社交场合焦虑的机制.
- 随着时间的推移,与流行病相关的事件可能影响和减弱了这种关联.
- 客观测量的电话行为需要进一步调查,以了解社会焦虑.
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