Related Experiment Video
Updated: Jun 5, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Evaluating the impact of patient-staff interactions on sleep opportunities using the electronic health record
Sullafa Kadura1,2, Lisa Pink1, Diego R Mazzotti3,4
1University of Rochester Health Lab, Rochester, New York, USA.
Background:
Hospitalized patients often experience disrupted sleep due to nighttime patient-staff interactions (PSIs). This study evaluates how PSIs impact sleep opportunities in neurology inpatients using electronic health record (EHR) data and introduces surrogate measures of sleep such as longest uninterrupted sleep opportunity (LUSO) and interruptive episodes.
Objective:
To develop a methodology leveraging time-stamped EHR data to quantify and visualize the impact of PSIs on inpatient sleep opportunities.
Methods:
We analyzed 3305 patient nights in an inpatient neurology unit, categorizing PSIs into six types: vital signs, neurological checks, medication administration, bedside diagnostic testing, off-unit diagnostic testing, and bed changes. We calculated LUSO and interruptive episodes and used a linear mixed model to assess the relationship between PSIs and LUSO.
Results:
PSIs occurred in 92% of patient nights, averaging 2.81 interruptive episodes and 4.06 h of LUSO per night. Vital signs and medication administrations were the most frequent PSIs. Neurological checks and off-unit diagnostic testing were associated with the largest reductions in LUSO (approximately 40 min), followed by bed changes (-33.79 min).
Conclusion:
This study demonstrates the utility of LUSO and interruptive episodes as EHR-based measures to link PSIs to sleep opportunities. While vital signs and medications were the most frequent PSIs, neurological checks and off-unit testing were associated with the largest impact on reducing LUSO. The predominance of single-PSI interruptive episodes underscores that the bundling of PSIs is not occurring. These findings highlight that PSIs impact sleep opportunities in distinct ways, supporting the use of this methodology to evaluate and address EHR-linked disruptions to patient sleep.
Related Concept Videos
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Methods of Documentation VII: EMR
Current Trends in Nursing II
Purpose of Health Records II
Blind Procedures
Assessment of apical radial pulse
The A-R pulse assessment involves simultaneous evaluation of the apical and radial pulses. When the apical and radial pulse rates vary, this assessment helps identify a pulse deficit.
Pre-Procedural Preparation

