Scientific Reports · 2019 · 26 citations · 27 references
MedicineInternal MedicinePulmonary Function TestingPulmonologySleep MedicineChronic Obstructive Pulmonary DiseaseSleep AssessmentSleep DisturbanceSleep HealthSleep-disordered BreathingSleep-related Breathing DisordersObjective Sleep AssessmentPeripheral Arterial AssessmentSleep EfficiencySleep QualitySleep Quality AssessmentSleep StagesSleep StagingSleep Time
Obstructive sleep apnea (OSA) worsens outcomes in Chronic Obstructive Pulmonary Disease (COPD), and reduced sleep quality is common in these patients. Thus, objective sleep monitoring is needed, but polysomnography (PSG) is cumbersome and costly. The WatchPAT determines sleep by a pre-programmed algorithm and has demonstrated moderate agreement with PSG in detecting sleep stages in normal subjects and in OSA patients. Here, we validated WatchPAT against PSG in COPD patients, hypothesizing agreement in line with previous OSA studies. 16 COPD patients (7 men, mean age 61 years), underwent simultaneous overnight recordings with PSG and WatchPAT. Accuracy in wake and sleep staging, and concordance regarding total sleep time (TST), sleep efficiency (SE), and apnea hypopnea index (AHI) was calculated. Compared to the best fit PSG score, WatchPAT obtained 93% sensitivity (WatchPAT = sleep when PSG = sleep), 52% specificity (WatchPAT = wake when PSG = wake), 86% positive and 71% negative predictive value, Cohen's Kappa (κ) = 0.496. Overall agreement between WatchPat and PSG in detecting all sleep stages was 63%, κ = 0.418. The mean(standard deviation) differences in TST, SE and AHI was 25(61) minutes (p = 0.119), 5(15) % (p = 0.166), and 1(5) (p = 0.536), respectively. We conclude that in COPD-patients, WatchPAT detects sleep stages in moderate to fair agreement with PSG, and AHI correlates well.
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Interrater reliability: the kappa statistic
Marry L. McHugh · Biochemia Medica · 2012 · 18.6K citations · Full text
Interrater reliability: the kappa statistic.
Mary L. McHugh · PubMed · 2012 · 9.2K citations · Full text
Richard B. Berry, Rohit Budhiraja, Daniel J. Gottlieb et al. · Journal of Clinical Sleep Medicine · 2012 · 5.2K citations · Full text