To Challenge the Morning Lark and the Night Owl: Using Smartphone Sensing Data to Investigate Day-Night Behaviour Patterns

被引:27
|
作者
Schoedel, Ramona [1 ]
Pargent, Florian [1 ]
Au, Quay [2 ]
Voelkel, Sarah Theres [3 ]
Schuwerk, Tobias [4 ]
Buehner, Markus [1 ]
Stachl, Clemens [5 ]
机构
[1] Ludwig Maximilians Univ Munchen, Dept Psychol, Psychol Methods & Assessment, Munich, Germany
[2] Ludwig Maximilians Univ Munchen, Dept Stat, Computat Stat, Munich, Germany
[3] Ludwig Maximilians Univ Munchen, Inst Informat, Media Informat Grp, Munich, Germany
[4] Ludwig Maximilians Univ Munchen, Dept Psychol, Dev Psychol, Munich, Germany
[5] Stanford Univ, Dept Commun, Stanford, CA 94305 USA
关键词
chronotype; day-night behaviour patterns; diurnal activity; personality; smartphone sensing data; SLEEP QUALITY; MISSING DATA; MULTIPLE IMPUTATION; PERSONALITY-TRAITS; GENDER-DIFFERENCES; SOCIAL JETLAG; EVENINGNESS; CHRONOTYPE; VALIDATION; MODELS;
D O I
10.1002/per.2258
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
For decades, day-night patterns in behaviour have been investigated by asking people about their sleep-wake timing, their diurnal activity patterns, and their sleep duration. We demonstrate that the increasing digitalization of lifestyle offers new possibilities for research to investigate day-night patterns and related traits with the help of behavioural data. Using smartphone sensing, we collected in vivo data from 597 participants across several weeks and extracted behavioural day-night pattern indicators. Using this data, we explored three popular research topics. First, we focused on individual differences in day-night patterns by investigating whether 'morning larks' and 'night owls' manifest in smartphone-sensed behavioural indicators. Second, we examined whether personality traits are related to day-night patterns. Finally, exploring social jetlag, we investigated whether traits and work weekly day-night behaviours influence day-night patterns on weekends. Our findings highlight that behavioural data play an essential role in understanding daily routines and their relations to personality traits. We discuss how psychological research can integrate new behavioural approaches to study personality.
引用
收藏
页码:733 / 752
页数:20
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