一个大规模的观测研究,对行为健康的因果关系的影响,推动健康
Achille Nazaret1, Guillermo Sapiro2
1Department of Computer Science, Columbia University, New York, NY, USA.
Science advances
|September 22, 2023
概括
果手表的活动推动显著增加了直立行为高达43.9%. 这是一种有效的健康干预措施.
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:
- 刺激是一种行为干预,鼓励健康的行为,而不限制选择或提供重大激励.
- 像果手表这样的可穿戴技术为新的健康干预提供了机会.
- 之前的研究强调了减少久坐不动行为对整体健康的重要性.
研究的目的:
- 为了估计 Apple Watch 站立提醒对用户行为的因果关系.
- 调查这个数字推动的长期有效性和人口调节者.
- 探索额外的参与功能,如活动戒指,对nudge有效性的影响.
主要方法:
- 使用回归不连续性设计对时间序列数据进行时间变化处理.
- 分析了16万名果心脏和运动研究参与者的760亿分钟的观测站立数据.
- 对时间变化的治疗效应进行控制,这与推动干预固有.
主要成果:
- 果手表的站立推动增加了站立的概率高达43.9%.
- 推动的有效性随着时间的推移而持续,并且随着参与者的年龄而增加.
- 关闭Apple Watch活动环进一步放大了站立推动的积极影响.
结论:
- 通过可穿戴技术提供的行为健康干预措施可以在促进健康行为方面非常有效.
- 这项研究提供了强有力的证据,证明特定的数字推动对减少久坐时间的因果关系.
- 这项研究引入了分析大规模观测数据以了解干预有效性的有价值的方法.
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