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Journal of Sleep Research
Article . 2017 . Peer-reviewed
License: Wiley Online Library User Agreement
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Calibrating actigraphy to improve sleep efficiency estimates

Authors: Christina T. Khan; Steven H. Woodward;

Calibrating actigraphy to improve sleep efficiency estimates

Abstract

SummaryActigraphy (ACT) can enhance treatment for insomnia by providing objective estimates of sleep efficiency; however, only two studies have assessed the accuracy of actigraphy‐based estimates of sleep efficiency (ACT‐SE) in sleep‐disordered samples studied at home. Both found poor correspondence with polysomnography‐based estimates (PSG‐SE). The current study tested that concordance in a third sample and piloted a method for improving ACT‐SE. Participants in one of four diagnostic categories (panic disorder, post‐traumatic stress disorder, comorbid post‐traumatic stress and panic disorder and controls without sleep complaints) underwent in‐home recording of sleep using concurrent ambulatory PSG and actigraphy. Precisely synchronized PSG and ACT recordings were obtained from 41 participants. Sleep efficiency was scored independently using conventional methods, and ACT‐SE/PSG‐SE concordance examined. Next, ACT data recorded initially at 0.5 Hz were resampled to 30‐s epochs and rescaled on a per‐participant basis to yield optimized concordance between PSG‐ and ACT‐based sleep efficiency estimates. Using standard scoring of ACT, the correlation between ACT‐SE and PSG‐SE across participants was statistically significant (r = 0.35, P < 0.025), although ACT‐SE failed to replicate a main effect of diagnosis. Individualized calibration of ACT against a night of PSG yielded a significantly higher correlation between ACT‐SE and PSG‐SE (r = 0.65, P < 0.001; z = 1.692, P = 0.0452, one‐tailed) and a significant main effect of diagnosis that was highly correspondent with the effect on PSG‐SE. ACT‐based estimates of sleep efficiency in sleep‐disordered patients tested at home can be improved significantly by calibration against a single night of concurrent PSG.

Keywords

Adult, Male, Sleep Wake Disorders, Polysomnography, Middle Aged, Actigraphy, Stress Disorders, Post-Traumatic, Calibration, Humans, Female, Sleep

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Average
Average
bronze