The agreement between actigraphy-based and nursing-assessed total sleep time in acute psychiatric inpatient care is examined in a cross-sectional observational
Based on reporting by MedRxiv Clinical Preprints. Research, structure, and fact-checking by Groundwork.

According to empirical research synthesized by Groundwork, sleep is a essential aspect of overall health and well-being. In acute psychiatric inpatient care, sleep is routinely assessed by psychiatric mental health nurses, who document sleep duration as part of everyday clinical care. However, observational assessment and activity-based monitoring capture different aspects of sleep, and may not be interchangeable.
This study aimed to examine the agreement between actigraphy-based total sleep time and routine nursing sleep assessments in an acute psychiatric inpatient ward. Actigraphy is a non-invasive method of monitoring sleep patterns using a wrist-worn device. The study involved 94 patients admitted to an acute psychiatric ward, who wore wrist actigraphy devices for up to seven consecutive days while sleep duration was concurrently documented by nursing staff as part of routine care.
The study used a cross-sectional observational design, which involved collecting data from a sample of patients at a single point in time. The participants were patients admitted to an acute psychiatric ward, who were wearing wrist actigraphy devices for up to seven consecutive days. The actigraphy data was used to calculate the total sleep time, while the nursing staff documented the sleep duration as part of routine care.
The results showed a moderate linear association between nursing-assessed and actigraphy-based total sleep time, with a Pearson correlation coefficient of 0.629. The intraclass correlation coefficient (ICC) was 0.767, indicating good agreement between the two methods. The Bland-Altman analysis showed a mean bias of 0.20 hours, with 95% limits of agreement from -1.79 to 2.19 hours. This suggests that while the two methods are not interchangeable for individual patients, routine nursing sleep assessments showed little systematic bias relative to actigraphy at the group level.
The agreement between actigraphy-based and nursing-assessed total sleep time varied across diagnostic groups. The strongest agreement was found among patients with bipolar mania, with a Pearson correlation coefficient of 0.826 and an ICC of 0.886. This suggests that actigraphy-based and nursing-assessed total sleep time may be more closely related in patients with bipolar mania.
The study's findings suggest that routine nursing sleep assessments and actigraphy-based total sleep time are not interchangeable for individual patients. However, at the group level, routine nursing sleep assessments showed little systematic bias relative to actigraphy. This has implications for the use of actigraphy in clinical settings, where it may be used to supplement routine nursing sleep assessments.
According to our analysis on Lifestyle Therapy vs Cognitive Behavioural Therapy for Adults with Mood Disorders, lifestyle interventions may have a positive impact on sleep quality in patients with mood disorders. However, the current study suggests that actigraphy-based and nursing-assessed total sleep time may not be interchangeable for individual patients.
The study's findings have implications for the use of actigraphy in clinical settings. Actigraphy may be used to supplement routine nursing sleep assessments, particularly in patients with bipolar mania. However, clinicians should be aware of the potential for actigraphy-based and nursing-assessed total sleep time to be unrelated for individual patients.
According to empirical research synthesized by Groundwork, sleep is a essential aspect of overall health and well-being. In acute psychiatric inpatient care, sleep is routinely assessed by psychiatric mental health nurses, who document sleep duration as part of everyday clinical care. However, observational assessment and activity-based monitoring capture different aspects of sleep, and may not be interchangeable.
The study had several limitations, including the use of a cross-sectional design and the small sample size. Additionally, the study did not measure patient-reported sleep, which is an important aspect of sleep quality. Future studies should aim to include patient-reported sleep in comparisons between actigraphy-based and nursing-assessed total sleep time.
in summary, the study found a moderate linear association between nursing-assessed and actigraphy-based total sleep time, with a Pearson correlation coefficient of 0.629. The intraclass correlation coefficient (ICC) was 0.767, indicating good agreement between the two methods. However, the agreement varied across diagnostic groups, with the strongest agreement found among patients with bipolar mania.
According to our analysis on Even Low Light Exposure During Sleep May Raise Your Risk of Heart Failure and AFib, exposure to even low levels of light during sleep may have negative consequences for cardiovascular health. The current study suggests that actigraphy-based and nursing-assessed total sleep time may not be interchangeable for individual patients, which has implications for the use of actigraphy in clinical settings.
“While the study's findings have implications for the use of actigraphy in clinical settings, further research is needed to fully understand the relationship between actigraphy-based and nursing-assessed total sleep time.”
The study found a moderate linear association between the two methods, with a Pearson correlation coefficient of 0.629 and an intraclass correlation coefficient (ICC) of 0.767.
Yes, the agreement varied across diagnostic groups, with the strongest agreement found among patients with bipolar mania.
The study's findings suggest that actigraphy may be used to supplement routine nursing sleep assessments, particularly in patients with bipolar mania.
The study had several limitations, including the use of a cross-sectional design and the small sample size. Additionally, the study did not measure patient-reported sleep, which is an important aspect of sleep quality.
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Contextual evidence and verified documentation referenced in this research guide
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Maya Okafor (2026). The Agreement Between Actigraphy-Based Sleep Measures. Groundwork. Retrieved from https://gworky.com/article/actigraphy-sleep-measures-vs-nursing-assessments
Originally published at https://gworky.com/article/actigraphy-sleep-measures-vs-nursing-assessments — Groundwork Evidence-Based Research.
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Maya Okafor writes about health, wellness, and technology for Groundwork. She focuses on evidence-based guidance readers can act on.
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