Sleep Quality Assessment of the Elderly Based on Intelligent Mattress Monitoring Data

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Abstract

Due to the special nature of the elderly in nursing homes, their sleep problems are difficult to evaluate conveniently and in a timely manner. Based on the guardian data of smart mattresses in nursing homes, according to the sleep characteristics of the elderly, combined with the opinions of medical experts, the Analytic Hierarchy Process(AHP) was used to construct the sleep evaluation model for the elderly in nursing homes. The results of sleep evaluation model is compared with the results of the professional sleep evaluation scale. The correlation coefficient between Pearson Correlation Coefficient and Spearman Correlation Coefficient is 0.930 and 0.956, respectively, The experimental results show that there is a strong correlation between the two. And consistency, proved the reliability of this model.

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Huang, Y., Xiao, B., & Liang, L. (2019). Sleep Quality Assessment of the Elderly Based on Intelligent Mattress Monitoring Data. In Journal of Physics: Conference Series (Vol. 1237). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1237/2/022156

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