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Development of Sleep Quality Index Using Heart Rate
Abstract:Adequate sleep affects various parts of one’s overall physical and mental life. As one of the methods in determining the appropriate amount of sleep, this research presents a heart rate based sleep quality index. In order to evaluate sleep quality using the heart rate, sleep data from 280 subjects taken over one month are used. Their sleep data are categorized by a three-part heart rate range. After categorizing, some features are extracted, and the statistical significances are verified for these features. The results show that some features of this sleep quality index model have statistical significance. Thus, this heart rate based sleep quality index may be a useful discriminator of sleep.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1125417Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1011
 D. J. Buysse, C. F. Reynolds III, T. H. Monk, S. R. Berman and D. J. Kupfer, “The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research,” Psychiatry Research, vol 28, pp.193-213, 1989.
 J. Carpenter and M. Andrykowski, "Psychometric evaluation of the pittsburgh sleep quality index", Journal of Psychosomatic Research, vol. 45, no. 1, pp. 5-13, 1998.
 S. Beaudreau, A. Spira, A. Stewart, E. Kezirian, L. Lui, K. Ensrud, S. Redline, S. Ancoli-Israel and K. Stone, "Validation of the Pittsburgh Sleep Quality Index and the Epworth Sleepiness Scale in older black and white women", Sleep Medicine, vol. 13, no. 1, pp. 36-42, 2012.
 D. J. Buysse, C. F. Reynolds III, T. H. Monk, C. C. Hoch, A. L. Yeager and D. J. Kupfer, “Quantification of subjective sleep quality in healthy elderly men and women using the Pittsburgh Sleep Quality Index (PSQI)”, Sleep, vol. 14, pp. 331-338, 1991.
 S. Beck, A. Schwartz, G. Towsley, W. Dudley and A. Barsevick, "Psychometric evaluation of the Pittsburgh sleep quality index in cancer patients", Journal of Pain and Symptom Management, vol. 27, no. 2, pp. 140-148, 2004.
 “Target Heart Rates”, Heart.org, 2016. (Online). Available: http://www.heart.org/HEARTORG/HealthyLiving/PhysicalActivity/FitnessBasics/Target-Heart-Rates_UCM_434341_Article.jsp. (Accessed: 02 – May – 2016).
 K. Kräuchi and A. Wirz-Justice, “Circadian clues to sleep onset mechanisms,” Neuropsychamarcology, vol. 25, pp. S92-S96, 2001.
 D. Howell, Statistical methods for psychology. Pacific Grove, CA: Duxbury/Thompson Learning, 2002.
 “BMI Classification”, Global Database on Body Mass Index, World Health Organization, 2006.