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中国无锡市成年人的城市用水模式:回归树分析。

Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis.

机构信息

Department of Environmental Health, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China.

Department of Environmental Health, Wuxi Center for Disease Control and Prevention, Wuxi 214023, China.

出版信息

Int J Environ Res Public Health. 2020 Apr 25;17(9):2983. doi: 10.3390/ijerph17092983.

Abstract

Understanding water intake variation is crucial for assessing human exposure to water pollutants. The correlation between water intake and demographic factors warrants further exploration. A cross-sectional study was conducted to estimate urban water consumption and its associated factors among adults in Wuxi, China, in 2015. The water consumption information was obtained by a 24-h self-report diary over seven consecutive days. A classification and regression tree (CART) analysis was applied to detect how water consumption varied with the demographic variables. Finally, a total of 1188 adults (18-87 years old) were included. The results demonstrated that the median water consumption of the adults was 1525 mL/day in summer and 1217 mL/day in winter. The results of the CART analysis demonstrated that body mass index (BMI) and age were the leading factors that were associated with water consumption in summer and winter, respectively. The water consumption threshold of BMI for men differed from women (23 kg/m vs. 18 kg/m) in summer, and the threshold of age for men was also different from women (43 years vs. 21 years) in winter. In conclusion, the findings are useful for accurately assessing human exposure to water pollutants and identifying the high-risk subgroups.

摘要

了解水分摄入的变化对于评估人类暴露于水中污染物至关重要。水分摄入与人口统计学因素之间的相关性值得进一步探讨。本研究采用横断面研究方法,于 2015 年估计了中国无锡市成年人的城市水分摄入及其相关因素。通过连续 7 天的 24 小时自我报告日记获取水分摄入信息。采用分类回归树(CART)分析来检测水分摄入如何随人口统计学变量而变化。最终,共纳入 1188 名成年人(18-87 岁)。结果表明,成年人夏季和冬季的中位水分摄入量分别为 1525 mL/天和 1217 mL/天。CART 分析结果表明,体重指数(BMI)和年龄是夏季和冬季水分摄入的主要影响因素。夏季男性 BMI 的水分摄入阈值与女性不同(23 kg/m2 与 18 kg/m2),冬季男性的年龄阈值也与女性不同(43 岁与 21 岁)。总之,这些发现有助于准确评估人类暴露于水中污染物的情况,并识别高危亚组。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d875/7246778/a9c975f03e30/ijerph-17-02983-g001.jpg

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