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Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study
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 as...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456824/ https://www.ncbi.nlm.nih.gov/pubmed/30916663 http://dx.doi.org/10.2196/12613 |
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author | Triantafillou, Sofia Saeb, Sohrab Lattie, Emily G Mohr, David C Kording, Konrad Paul |
author_facet | Triantafillou, Sofia Saeb, Sohrab Lattie, Emily G Mohr, David C Kording, Konrad Paul |
author_sort | Triantafillou, Sofia |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6456824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-64568242019-04-26 Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study Triantafillou, Sofia Saeb, Sohrab Lattie, Emily G Mohr, David C Kording, Konrad Paul JMIR Ment Health Original Paper 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. JMIR Publications 2019-03-27 /pmc/articles/PMC6456824/ /pubmed/30916663 http://dx.doi.org/10.2196/12613 Text en ©Sofia Triantafillou, Sohrab Saeb, Emily G Lattie, David C Mohr, Konrad Paul Kording. Originally published in JMIR Mental Health (http://mental.jmir.org), 27.03.2019. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on http://mental.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Triantafillou, Sofia Saeb, Sohrab Lattie, Emily G Mohr, David C Kording, Konrad Paul Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study |
title | Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study |
title_full | Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study |
title_fullStr | Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study |
title_full_unstemmed | Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study |
title_short | Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study |
title_sort | relationship between sleep quality and mood: ecological momentary assessment study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456824/ https://www.ncbi.nlm.nih.gov/pubmed/30916663 http://dx.doi.org/10.2196/12613 |
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