Investigation the Relation between Sleep and Quality of Life for College Students in Taiwan by Association Rule Mining

Ya Chi Yang, Jing Wei Liu, Chung Pu Chi, Shih Pei Chang, Kang Ming Chang

研究成果: 雜誌貢獻文章同行評審

1 引文 斯高帕斯(Scopus)

摘要

Background and objectives: Quality of life and sleep quality of college students were extensively studied. The present study evaluated sleep quality and quality of life of college students in Taiwan by using the Pittsburgh Sleep Quality Index (PSQI) and Short-Form Health Survey (SF-36), respectively. Materials and Methods: Data of 1756 college students aged 20–24 years were collected in this study. Association rule analysis was also used to provide a graphics-based visualization of the relationships between data, enabling the rapid identification of data correlations. Results: The results showed that the average physical component scale (PCS) and average mental component scale (MCS) scores were 52.9 and 44.1, respectively. Based on their body mass index (BMI), participants were divided into underweight, normal, overweight, and obese groups. The results of one-way analysis of variance showed that the p values for the PSQI, PCS, and MCS scores were 3.5 × 10−5, 1.7 × 10−5, and 0.671, respectively. The normal and overweight groups had the lowest PSQI scores. The PCS score of the obese group was lower than that of normal and overweight groups. The p values of the t-test result among PSQI, BMI, PCS, and MCS groups were 0.002,
原文英語
文章編號13801
期刊Sustainability (Switzerland)
14
發行號21
DOIs
出版狀態已發佈 - 11月 2022

ASJC Scopus subject areas

  • 電腦科學(雜項)
  • 地理、規劃與發展
  • 可再生能源、永續發展與環境
  • 建築與營造
  • 環境科學(雜項)
  • 能源工程與電力技術
  • 硬體和架構
  • 電腦網路與通信
  • 管理、監督、政策法律

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