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Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder
OBJECTIVE: Our aim was to study within-person variability in mood, cognition, energy, and impulsivity measured in an Ecological Momentary Assessment paradigm in bipolar disorder by using modern statistical techniques. Exploratory analyses tested the relationship between bipolar disorder symptoms and...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6894147/ https://www.ncbi.nlm.nih.gov/pubmed/31801608 http://dx.doi.org/10.1186/s13104-019-4834-7 |
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author | Li, Han Mukherjee, Dahlia Krishnamurthy, Venkatesh Basappa Millett, Caitlin Ryan, Kelly A. Zhang, Lijun Saunders, Erika F. H. Wang, Ming |
author_facet | Li, Han Mukherjee, Dahlia Krishnamurthy, Venkatesh Basappa Millett, Caitlin Ryan, Kelly A. Zhang, Lijun Saunders, Erika F. H. Wang, Ming |
author_sort | Li, Han |
collection | PubMed |
description | OBJECTIVE: Our aim was to study within-person variability in mood, cognition, energy, and impulsivity measured in an Ecological Momentary Assessment paradigm in bipolar disorder by using modern statistical techniques. Exploratory analyses tested the relationship between bipolar disorder symptoms and hours of sleep, and levels of pain, social and task-based stress. We report an analysis of data from a two-arm, parallel group study (bipolar disorder group N = 10 and healthy control group N = 10, with 70% completion rate of 14-day surveys). Surveys of bipolar disorder symptoms, social stressors and sleep hours were completed on a smartphone at unexpected times in an Ecological Momentary Assessment paradigm twice a day. Multi-level models adjusted for potential subject heterogeneity were adopted to test the difference between the bipolar disorder and health control groups. RESULTS: Within-person variability of mood, energy, speed of thoughts, impulsivity, pain and perception of skill of tasks was significantly higher in the bipolar disorder group compared to health controls. Elevated bipolar disorder symptom domains in the evening were associated with reduced sleep time that night. Stressors were associated with worsening of bipolar disorder symptoms. Detection of symptoms when an individual is experiencing difficulty allows personalized, focused interventions. |
format | Online Article Text |
id | pubmed-6894147 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68941472019-12-11 Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder Li, Han Mukherjee, Dahlia Krishnamurthy, Venkatesh Basappa Millett, Caitlin Ryan, Kelly A. Zhang, Lijun Saunders, Erika F. H. Wang, Ming BMC Res Notes Research Note OBJECTIVE: Our aim was to study within-person variability in mood, cognition, energy, and impulsivity measured in an Ecological Momentary Assessment paradigm in bipolar disorder by using modern statistical techniques. Exploratory analyses tested the relationship between bipolar disorder symptoms and hours of sleep, and levels of pain, social and task-based stress. We report an analysis of data from a two-arm, parallel group study (bipolar disorder group N = 10 and healthy control group N = 10, with 70% completion rate of 14-day surveys). Surveys of bipolar disorder symptoms, social stressors and sleep hours were completed on a smartphone at unexpected times in an Ecological Momentary Assessment paradigm twice a day. Multi-level models adjusted for potential subject heterogeneity were adopted to test the difference between the bipolar disorder and health control groups. RESULTS: Within-person variability of mood, energy, speed of thoughts, impulsivity, pain and perception of skill of tasks was significantly higher in the bipolar disorder group compared to health controls. Elevated bipolar disorder symptom domains in the evening were associated with reduced sleep time that night. Stressors were associated with worsening of bipolar disorder symptoms. Detection of symptoms when an individual is experiencing difficulty allows personalized, focused interventions. BioMed Central 2019-12-04 /pmc/articles/PMC6894147/ /pubmed/31801608 http://dx.doi.org/10.1186/s13104-019-4834-7 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Note Li, Han Mukherjee, Dahlia Krishnamurthy, Venkatesh Basappa Millett, Caitlin Ryan, Kelly A. Zhang, Lijun Saunders, Erika F. H. Wang, Ming Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
title | Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
title_full | Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
title_fullStr | Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
title_full_unstemmed | Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
title_short | Use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
title_sort | use of ecological momentary assessment to detect variability in mood, sleep and stress in bipolar disorder |
topic | Research Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6894147/ https://www.ncbi.nlm.nih.gov/pubmed/31801608 http://dx.doi.org/10.1186/s13104-019-4834-7 |
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