Title :
Long-Term Subjective and Objective Sleep Analysis of Total Sleep Time and Sleep Quality in Real Life Settings
Author :
Merilahti, J. ; Saarinen, A. ; Parkka, J. ; Antila, K. ; Mattila, E. ; Korhonen, I.
Author_Institution :
VTT Tech. Res. Centre of Finland, Tampere
Abstract :
Sleep quality is one of the key elements of the human health status. By observing sleep patterns we can gain information about personal wellbeing. Consumer electronic sleep analysis solutions are now available for use in long-term conditions. In this study we compare different measures for total sleep time and sleep quality. We analyzed visually long- term sleep data collected with actigraphy, sleep logs and ambient sensors to gain more reliable results and compared these results to each single method´s output. Correlations of visually analyzed total sleep time between actigraphy total sleep time (correlation coefficient (r)=0.662, p<0.01) and sleep log total sleep time (r=0.787, p<0.01) were high. Also comparison between subjective and objective sleep quality was analyzed and small, but significant correlation was found (r=0.270, p<0.01).
Keywords :
biomedical measurement; neurophysiology; patient monitoring; sleep; statistical analysis; actigraphy; ambient sensors; consumer electronic sleep analysis; correlation coefficient; human health status; long-term objective sleep analysis; long-term subjective sleep analysis; personal health monitoring system; personal wellbeing; real life settings; sleep logs; sleep quality; Condition monitoring; Data analysis; Data security; Information analysis; Laboratories; Signal analysis; Sleep; TV; Telemetry; Time measurement; Activities of Daily Living; Diagnosis, Computer-Assisted; Humans; Longitudinal Studies; Monitoring, Ambulatory; Motor Activity; Polysomnography; Reproducibility of Results; Sensitivity and Specificity; Sleep Stages;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353514