Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study

被引:79
作者
Triantafillou, Sofia [1 ]
Saeb, Sohrab [2 ]
Lattie, Emily G. [2 ,3 ]
Mohr, David C. [2 ]
Kording, Konrad Paul [1 ]
机构
[1] Univ Penn, Sch Engn & Appl Sci, Dept Biomed Engn, Philadelphia, PA 19104 USA
[2] Northwestern Univ, Dept Prevent Med, Ctr Behav Intervent Technol, Chicago, IL 60611 USA
[3] Northwestern Univ, Dept Med Social Sci, Chicago, IL 60611 USA
基金
美国国家卫生研究院;
关键词
sleep; affect; ecological momentary assessment; smartphone; depression; causality; COGNITIVE-BEHAVIORAL THERAPY; GENERALIZED ANXIETY DISORDER; SCREENING INSTRUMENT; PROPENSITY SCORE; DAILY STRESS; INSOMNIA; DEPRESSION; DISTURBANCES; ASSOCIATIONS; VALIDATION;
D O I
10.2196/12613
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background: Sleep disturbances play an important role in everyday affect and vice versa. However, the causal day-to-day interaction between sleep and mood has not been thoroughly explored, partly because of the lack of daily assessment data. Mobile phones enable us to collect ecological momentary assessment data on a daily basis in a noninvasive manner. Objective: This study aimed to investigate the relationship between self-reported daily mood and sleep quality. Methods: A total of 208 adult participants were recruited to report mood and sleep patterns daily via their mobile phones for 6 consecutive weeks. Participants were recruited in 4 roughly equal groups: depressed and anxious, depressed only, anxious only, and controls. The effect of daily mood on sleep quality and vice versa were assessed using mixed effects models and propensity score matching. Results: All methods showed a significant effect of sleep quality on mood and vice versa. However, within individuals, the effect of sleep quality on next-day mood was much larger than the effect of previous-day mood on sleep quality. We did not find these effects to be confounded by the participants' past mood and sleep quality or other variables such as stress, physical activity, and weather conditions. Conclusions: We found that daily sleep quality and mood are related, with the effect of sleep quality on mood being significantly larger than the reverse. Correcting for participant fixed effects dramatically affected results. Causal analysis suggests that environmental factors included in the study and sleep and mood history do not mediate the relationship.
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页数:10
相关论文
共 38 条
[1]  
Agargun MY, 1997, J CLIN PSYCHIAT, V58, P249
[2]   Individual response spread in self-report scales: Personality correlations and consequences [J].
Austin, EJ ;
Deary, IJ ;
Gibson, GJ ;
McGregor, MJ ;
Dent, JB .
PERSONALITY AND INDIVIDUAL DIFFERENCES, 1998, 24 (03) :421-438
[3]   A Tutorial and Case Study in Propensity Score Analysis: An Application to Estimating the Effect of In-Hospital Smoking Cessation Counseling on Mortality [J].
Austin, Peter C. .
MULTIVARIATE BEHAVIORAL RESEARCH, 2011, 46 (01) :119-151
[4]  
Beck AT., 1996, PsycTESTS, DOI DOI 10.1037/T00742-000
[5]   Relationships Among Nightly Sleep Quality, Daily Stress, and Daily Affect [J].
Blaxton, Jessica M. ;
Bergeman, Cindy S. ;
Whitehead, Brenda R. ;
Braun, Marcia E. ;
Payne, Jessic D. .
JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES, 2017, 72 (03) :363-372
[6]   THE ALCOHOL-USE DISORDERS IDENTIFICATION TEST (AUDIT) - VALIDATION OF A SCREENING INSTRUMENT FOR USE IN MEDICAL SETTINGS [J].
BOHN, MJ ;
BABOR, TF ;
KRANZLER, HR .
JOURNAL OF STUDIES ON ALCOHOL, 1995, 56 (04) :423-432
[7]   Poor reported sleep quality predicts low positive affect in daily life among healthy and mood-disordered persons [J].
Bower, Bethanne ;
Bylsma, Lauren M. ;
Morris, Bethany H. ;
Rottenberg, Jonathan .
JOURNAL OF SLEEP RESEARCH, 2010, 19 (02) :323-332
[8]   Day-to-day associations between subjective sleep and affect in regard to future depression in a female population-based sample [J].
de Wild-Hartmann, Jessica A. ;
Wichers, Marieke ;
van Bemmel, Alex L. ;
Derom, Catherine ;
Thiery, Evert ;
Jacobs, Nele ;
van Os, Jim ;
Simons, Claudia J. P. .
BRITISH JOURNAL OF PSYCHIATRY, 2013, 202 (06) :407-412
[9]   THE IMPACT OF DAILY STRESS ON HEALTH AND MOOD - PSYCHOLOGICAL AND SOCIAL RESOURCES AS MEDIATORS [J].
DELONGIS, A ;
FOLKMAN, S ;
LAZARUS, RS .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1988, 54 (03) :486-495
[10]   Well-Being Tracking via Smartphone-Measured Activity and Sleep: Cohort Study [J].
DeMasi, Orianna ;
Feygin, Sidney ;
Dembo, Aluma ;
Aguilera, Adrian ;
Recht, Benjamin .
JMIR MHEALTH AND UHEALTH, 2017, 5 (10)