DocumentCode :
141401
Title :
Co-variation of depressive mood and spontaneous physical activity evaluated by ecological momentary assessment in major depressive disorder
Author :
Jinhyuk Kim ; Nakamura, T. ; Kikuchi, Hiroaki ; Yoshiuchi, Kazuhiro ; Yamamoto, Yusaku
Author_Institution :
Grad. Sch. of Educ., Univ. of Tokyo, Tokyo, Japan
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
6635
Lastpage :
6638
Abstract :
The objective evaluation of depressive mood is thought to be useful for the diagnosis and treatment of depressive disorders. Thus, we investigated psychobehavioral correlates, particularly the statistical associations between momentary depressive mood and behavioral dynamics measured objectively, in patients with major depressive disorder (MDD). Patients with MDD (n = 14) wore a watch-type computer device and rated their momentary symptoms using ecological momentary assessment. Spontaneous physical activity in daily life, referred to as locomotor activity, was also continuously measured by an activity monitor built into the device. A multilevel modeling approach was used to model the associations between changes in depressive mood scores and the local statistics of locomotor activity simultaneously measured. The statistical model constructed indicated that worsening of depressive mood was associated with increased intermittency of locomotor activity, as characterized by a lower mean and higher skewness. Our findings suggest the presence of associations between momentary depressive mood and behavioral dynamics in patients with depression, which may lead to the continuous monitoring of the pathological states of MDD.
Keywords :
medical disorders; neurophysiology; depressive disorders diagnosis; depressive disorders treatment; depressive mood covariation; ecological momentary assessment; locomotor activity; major depressive disorder; psychobehavioral correlates; spontaneous physical activity; Data models; Educational institutions; Estimation; Mathematical model; Monitoring; Mood; Pathology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6945149
Filename :
6945149
Link To Document :
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