Related Experiment Video
Updated: Mar 29, 2026

Physical Activity Measurement in Children Accepting Table Tennis Training
Published on: July 27, 2022
Temporal associations between arousal and body/limb movement in children with suspected obstructed sleep apnoea
Marnie L Lamprecht1, Andrew P Bradley1, Gordon Williams2
1The University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, Australia.
Insights
Actigraphy
Area of Science:
- Pediatric Sleep Medicine
- Biomedical Engineering
- Sleep Science
Background:
- Actigraphy's accuracy in sleep staging is challenged by the inter-relationship between arousal events and body/limb movements.
- Understanding this link is crucial for interpreting actigraphy data in clinical settings, especially in children.
Purpose of the Study:
- To quantify the temporal association between sleep arousals and body/limb movements in children.
- To assess actigraphy's ability to predict arousal events and their impact on sleep/wake period estimation.
Main Methods:
- Utilized polysomnography and synchronized tri-axial accelerometry in 30 children (5-16 years) with suspected sleep apnea.
- Developed a custom algorithm to identify body and limb movements from raw accelerometry data.
Main Results:
- Approximately 67.5% of arousals were linked to wrist movements, with arousal-associated movements being significantly longer than other sleep movements.
- Movement index did not predict the apnea-hypopnea index.
- Movements during wakefulness and arousal were longer than typical sleep movements.
Conclusions:
- Arousal-related movements contribute to actigraphy's reduced sensitivity for detecting wakefulness.
- Incorporating movement duration into actigraphy algorithms could enhance sleep staging accuracy.
- Actigraphy may identify significant longer arousal events impacting sleep quality, though not all arousals.
Abstract:
The inter-relationship between arousal events and body and/or limb movements during sleep may significantly impact the performance and clinical interpretation of actigraphy. As such, the objective of this study was to quantify the temporal association between arousals and body/limb movement. From this, we aim to determine whether actigraphy can predict arousal events in children, and identify the impact of arousal-related movements on estimates of sleep/wake periods. Thirty otherwise healthy children (5-16 years, median 9 years, 21 male) with suspected sleep apnoea were studied using full polysomnography and customised raw tri-axial accelerometry measured at the left fingertip, left wrist, upper thorax, left ankle and left great toe. Raw data were synchronised to within 0.1 s of the polysomnogram. Movements were then identified using a custom algorithm. On average 67.5% of arousals were associated with wrist movement. Arousals associated with movement were longer than those without movement (mean duration: 12.2 s versus 7.9 s respectively, p < 0.01); movements during wake and arousal were longer than other sleep movements (wrist duration: 6.26 s and 9.89 s versus 2.35 s respectively, p < 0.01); and the movement index (movements/h) did not predict apnoea-hypopnoea index (ρ = -0.11). Movements associated with arousals are likely to unavoidably contribute to actigraphy's poor sensitivity for wake. However, as sleep-related movements tend to be shorter than those during wake or arousal, incorporating movement duration into the actigraphy scoring algorithm may improve sleep staging performance. Although actigraphy-based measurements cannot reliably predict all arousal events, actigraphy can likely identify longer events that may have the greatest impact on sleep quality.
More Related Videos
08:22Measuring Cardiac Autonomic Nervous System ANS Activity in Toddlers - Resting and Developmental Challenges
Published on: February 25, 2016
07:54Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea
Published on: December 6, 2016
Related Concept Videos
Sleep Apnea
The condition is more prevalent among...
REM Sleep Behavior Disorder
RBD is significantly associated with...
Sleep-Wake Cycles
NREM Sleep
NREM sleep comprises four progressive stages that seamlessly merge:
Physical Assessment of the Respiratory Tract II: Inspection
Chest Configuration
The chest configuration...
Assessment of Airway, Skin Color, and Use of Accessory Muscles
Introduction
The initial evaluation of a patient's respiratory system...