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Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis
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 adul...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246778/ https://www.ncbi.nlm.nih.gov/pubmed/32344848 http://dx.doi.org/10.3390/ijerph17092983 |
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author | Zheng, Hao Zhou, Weijie Zhang, Lan Li, Xiaobo Cheng, Jian Ding, Zhen Xu, Yan Hu, Wenbiao |
author_facet | Zheng, Hao Zhou, Weijie Zhang, Lan Li, Xiaobo Cheng, Jian Ding, Zhen Xu, Yan Hu, Wenbiao |
author_sort | Zheng, Hao |
collection | PubMed |
description | 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(2) vs. 18 kg/m(2)) 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. |
format | Online Article Text |
id | pubmed-7246778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-72467782020-06-10 Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis Zheng, Hao Zhou, Weijie Zhang, Lan Li, Xiaobo Cheng, Jian Ding, Zhen Xu, Yan Hu, Wenbiao Int J Environ Res Public Health Article 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(2) vs. 18 kg/m(2)) 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. MDPI 2020-04-25 2020-05 /pmc/articles/PMC7246778/ /pubmed/32344848 http://dx.doi.org/10.3390/ijerph17092983 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zheng, Hao Zhou, Weijie Zhang, Lan Li, Xiaobo Cheng, Jian Ding, Zhen Xu, Yan Hu, Wenbiao Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis |
title | Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis |
title_full | Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis |
title_fullStr | Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis |
title_full_unstemmed | Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis |
title_short | Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis |
title_sort | urban water consumption patterns in an adult population in wuxi, china: a regression tree analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246778/ https://www.ncbi.nlm.nih.gov/pubmed/32344848 http://dx.doi.org/10.3390/ijerph17092983 |
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