The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study

This pilot study examines the use of smartwatches in therapy for bipolar disorder in Iceland. The watches tracked sleep and daily activity and compared the results to self-assessment of depression and mania. Sleep and activity are core symptoms of depression and mania in patients suffering from bipo...

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Main Author: Ísabella Guðmundsdóttir 1994-
Other Authors: Háskólinn í Reykjavík
Format: Master Thesis
Language:English
Published: 2023
Subjects:
Online Access:http://hdl.handle.net/1946/44815
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author Ísabella Guðmundsdóttir 1994-
author2 Háskólinn í Reykjavík
author_facet Ísabella Guðmundsdóttir 1994-
author_sort Ísabella Guðmundsdóttir 1994-
collection Skemman (Iceland)
description This pilot study examines the use of smartwatches in therapy for bipolar disorder in Iceland. The watches tracked sleep and daily activity and compared the results to self-assessment of depression and mania. Sleep and activity are core symptoms of depression and mania in patients suffering from bipolar disorder. The goal of this pilot study was to observe if longer sleep and less activity, measured with smartwatches, would be associated with more symptoms of depression and if the smartwatch data would indicate less sleep and more activity among people with symptoms of mania. Participants were seeking treatment at the bipolar outpatient service at Landspítali University Hospital. Data from four patients were analyzed. The watches were worn continuously for four weeks. The findings indicate that most participants were in remission from their disorder and only one participant met clinical cut-offs for depression at the time of the study. The smartwatch data demonstrated that the participant with depression had an average sleep duration of 11 hours, while other participants had a mean sleep duration of approximately 8 hours. Furthermore, the anomalous participants’ mean step count was less than 1500 steps per day, compared to over 3000 steps among the other participants. The mania cut-off score was met at one timepoint for two participants. However, there was no evidence of mania based on the sleep and step count data, therefore mania was not analyzed in great detail. There was high variability observed in sleep patterns and step count for all participants, per previous research on bipolar patients. This pilot study on the use of smartwatches for patients with bipolar disorder shows promise for future treatment. A more extensive study including participants with more varied symptoms will aid in understanding the association between bipolar symptoms and sleep and activity. Keywords: bipolar disorder, smartwatches, mHealth, depression, mania, sleep, activity
format Master Thesis
genre Iceland
genre_facet Iceland
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institution Open Polar
language English
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op_relation http://hdl.handle.net/1946/44815
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spelling ftskemman:oai:skemman.is:1946/44815 2025-01-16T22:40:50+00:00 The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study Ísabella Guðmundsdóttir 1994- Háskólinn í Reykjavík 2023-05 application/pdf http://hdl.handle.net/1946/44815 en eng http://hdl.handle.net/1946/44815 Klínísk sálfræði Meistaraprófsritgerðir Geðhvarfasýki Snjalltæki Þunglyndi Geðsjúkdómar Svefn Clinical psychology Bipolar disorder Smartwatches Depression Sleep Mental illness Thesis Master's 2023 ftskemman 2023-08-09T22:53:47Z This pilot study examines the use of smartwatches in therapy for bipolar disorder in Iceland. The watches tracked sleep and daily activity and compared the results to self-assessment of depression and mania. Sleep and activity are core symptoms of depression and mania in patients suffering from bipolar disorder. The goal of this pilot study was to observe if longer sleep and less activity, measured with smartwatches, would be associated with more symptoms of depression and if the smartwatch data would indicate less sleep and more activity among people with symptoms of mania. Participants were seeking treatment at the bipolar outpatient service at Landspítali University Hospital. Data from four patients were analyzed. The watches were worn continuously for four weeks. The findings indicate that most participants were in remission from their disorder and only one participant met clinical cut-offs for depression at the time of the study. The smartwatch data demonstrated that the participant with depression had an average sleep duration of 11 hours, while other participants had a mean sleep duration of approximately 8 hours. Furthermore, the anomalous participants’ mean step count was less than 1500 steps per day, compared to over 3000 steps among the other participants. The mania cut-off score was met at one timepoint for two participants. However, there was no evidence of mania based on the sleep and step count data, therefore mania was not analyzed in great detail. There was high variability observed in sleep patterns and step count for all participants, per previous research on bipolar patients. This pilot study on the use of smartwatches for patients with bipolar disorder shows promise for future treatment. A more extensive study including participants with more varied symptoms will aid in understanding the association between bipolar symptoms and sleep and activity. Keywords: bipolar disorder, smartwatches, mHealth, depression, mania, sleep, activity Master Thesis Iceland Skemman (Iceland)
spellingShingle Klínísk sálfræði
Meistaraprófsritgerðir
Geðhvarfasýki
Snjalltæki
Þunglyndi
Geðsjúkdómar
Svefn
Clinical psychology
Bipolar disorder
Smartwatches
Depression
Sleep
Mental illness
Ísabella Guðmundsdóttir 1994-
The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
title The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
title_full The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
title_fullStr The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
title_full_unstemmed The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
title_short The use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
title_sort use of smartwatches to record sleep and activity in bipolar disorder : a pilot study
topic Klínísk sálfræði
Meistaraprófsritgerðir
Geðhvarfasýki
Snjalltæki
Þunglyndi
Geðsjúkdómar
Svefn
Clinical psychology
Bipolar disorder
Smartwatches
Depression
Sleep
Mental illness
topic_facet Klínísk sálfræði
Meistaraprófsritgerðir
Geðhvarfasýki
Snjalltæki
Þunglyndi
Geðsjúkdómar
Svefn
Clinical psychology
Bipolar disorder
Smartwatches
Depression
Sleep
Mental illness
url http://hdl.handle.net/1946/44815