2018年12月7日
Intraday activity levels may better reflect the differences between major depressive disorder and bipolar disorder than average daily activity levels
Frontiers in Psychology
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- 巻
- 9
- 号
- DEC
- 開始ページ
- 2314
- 終了ページ
- 記述言語
- 掲載種別
- 研究論文(学術雑誌)
- DOI
- 10.3389/fpsyg.2018.02314
It is important to establish an objective index to differentiate mood disorders (i.e., bipolar disorder; BD and major depressive disorder; MDD). The present study focused on the pattern of changes of physical activity in the amount of activity intraday, and examined the relationship between activity patterns and mood disorders. One hundred and eighteen inpatients with MDD or BD in a depressive state provided the activity data by using wearable activity trackers for 3 weeks. In order to illuminate the characteristic patterns of intraday activities, Principal Component Analysis (PCA) was adopted to extract the main components of intraday activity changes. We found that some of the PCs reflected the differences between the types of mood disorder. BD participants showed high activity pattern in the morning and low activity pattern in evenings. However, MDD showed the opposite. Our results suggest that activity tracking focused on daytime activity patterns may provide objective auxiliary diagnostic information.
- リンク情報
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- DOI
- https://doi.org/10.3389/fpsyg.2018.02314
- PubMed
- https://www.ncbi.nlm.nih.gov/pubmed/30581399
- Scopus
- https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85058005699&origin=inward 本文へのリンクあり
- Scopus Citedby
- https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85058005699&origin=inward
- ID情報
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- DOI : 10.3389/fpsyg.2018.02314
- eISSN : 1664-1078
- ORCIDのPut Code : 65619825
- PubMed ID : 30581399
- SCOPUS ID : 85058005699