Social dimensions impact individual sleep quantity and quality

被引:12
作者
Park, Sungkyu [1 ,2 ]
Zhunis, Assem [2 ,3 ]
Constantinides, Marios [4 ]
Aiello, Luca Maria [5 ,6 ]
Quercia, Daniele [4 ,7 ]
Cha, Meeyoung [2 ,3 ]
机构
[1] Kangwon Natl Univ, Dept AI Convergence, Chunchon 24341, South Korea
[2] Inst for Basic Sci Korea, Data Sci Grp, Daejeon 34126, South Korea
[3] Korea Adv Inst Sci & Technol, Sch Comp, Daejeon 34141, South Korea
[4] Nokia Bell Labs, Cambridge CB3 0FA, England
[5] IT Univ, Copenhagen, Denmark
[6] Pioneer Ctr AI, Copenhagen, Denmark
[7] Kings Coll London, Ctr Urban Sci & Progress, London, England
基金
新加坡国家研究基金会; 欧盟地平线“2020”;
关键词
PATTERNS; HEALTH; EFFICIENCY; ACTIGRAPHY; DURATION; INSOMNIA; JETLAG; ADULT;
D O I
10.1038/s41598-023-36762-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
While sleep positively impacts well-being, health, and productivity, the effects of societal factors on sleep remain underexplored. Here we analyze the sleep of 30,082 individuals across 11 countries using 52 million activity records from wearable devices. Our data are consistent with past studies of gender and age-associated sleep characteristics. However, our analysis of wearable device data uncovers differences in recorded vs. self-reported bedtime and sleep duration. The dataset allowed us to study how country-specific metrics such as GDP and cultural indices relate to sleep in groups and individuals. Our analysis indicates that diverse sleep metrics can be represented by two dimensions: sleep quantity and quality. We find that 55% of the variation in sleep quality, and 63% in sleep quantity, are explained by societal factors. Within a societal boundary, individual sleep experience was modified by factors like exercise. Increased exercise or daily steps were associated with better sleep quality (for example, faster sleep onset and less time awake in bed), especially in countries like the U.S. and Finland. Understanding how social norms relate to sleep will help create strategies and policies that enhance the positive impacts of sleep on health, such as productivity and well-being.
引用
收藏
页数:11
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