Analysis of direct-drinking water quality and its influencing factors in primary and secondary schools in Nanjing City
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摘要:
目的 了解南京市学校直饮水卫生现状及影响因素,为学校饮水安全管理提供依据。 方法 采用分层随机抽样法选取南京市146所中小学校的直饮水设备,于2023年4—7月对出水中菌落总数和高锰酸盐指数进行检测。采用Mann-Whitney U检验比较组间差异,采用多元线性回归分析其影响因素。 结果 南京市学校直饮水菌落总数M(P25,P75)为1.00(0.00,15.50)CFU/mL;高锰酸盐指数M(P25,P75)为0.47(0.26, 0.75)mg/L。菌落总数在滤芯更换时间>3个月和铺设管网时升高,高锰酸盐指数在滤芯更换时间>3个月和采用活性炭工艺时升高(Z值分别为-2.21,-3.92,-2.31,-8.45,P值均 < 0.05)。多元线性回归分析结果显示,滤芯更换时间>3个月与菌落总数呈正相关,工艺类型为活性炭、有铺设管网和滤芯更换时间>3个月与高锰酸盐指数均呈正相关(β值分别为167.08,0.32,0.35,0.11,P值均<0.05)。 结论 南京市中小学校直饮水在水质安全方面存在一定的问题。学校应及时更换滤芯并维护直饮水设备,确保校园水质卫生安全。 Abstract:Objective To investigate the quality and influencing factors of direct-drinking water in schools in Nanjing City, so as to provide basis for management of school drinking water. Methods From April to July 2023, direct drinking water equipment from 146 primary and secondary schools were selected from Nanjing City using a stratified random sampling method and tested for colony forming units (CFU) and permanganate index. Mann-Whitney U test was used to compare the differences between groups, and multiple linear regression was used to analyze the influencing factors. Results The CFU and permanganate levels of school direct drinking water in Nanjing City were 1.00(0.00, 15.50)CFU/mL and 0.47(0.26, 0.75)mg/L, respectively. The CFU level increased when the filter replacement time exceeded 3 months and when the water source was piped, while the permanganate index increased when the filter replacement time exceeded 3 months and using activated carbon technology (Z=-2.21, -3.92, -2.31, -8.45, P < 0.05). The results of multiple linear regression analysis showed that the replacement time of filter element exceeding 3 months was positively correlated with the CFU level, and the process type involving activated carbon, a laid pipe network and a filter replacement time exceeding 3 months were positively correlated with the permanganate index(β=167.08, 0.32, 0.35, 0.11, P < 0.05). Conclusions There are certain problems with the water quality of primary and secondary school direct drinking water in Nanjing City. Schools should promptly replace the filter and maintain the drinking water equipment to ensure the hygiene and safety of campus water quality. -
Key words:
- Drinking /
- Bacteria /
- Permanganate index /
- Regression analysis /
- Environmental monitoring /
- Student health services
1) 利益冲突声明 所有作者声明无利益冲突。 -
表 1 不同组别学校直饮水菌落总数和高锰酸盐指数比较
Table 1. Comparison of CFU and permanganate index in different groups of school direct drinking water
组别 样本数 菌落总数/(CFU·mL-1) 高锰酸盐指数/(mg·L-1) M(P25, P75) Z值 M(P25, P75) Z值 学校类型 小学 178 0.00(0.00, 11.50) -0.22 0.56(0.28, 0.77) -0.84 中学 218 0.00(0.00, 16.25) 0.45(0.25, 0.76) 地区 农村 126 2.00(0.00, 16.50) -0.49 0.36(0.25, 0.80) -1.30 城市 270 1.00(0.00, 11.75) 0.52(0.28, 0.74) 工艺类型 反渗透/纳滤 170 1.00(0.00, 16.00) -0.70 0.27(0.23, 0.39) -8.45** 活性炭 226 0.00(0.00, 13.50) 0.67(0.53, 0.79) 铺设管网 无 386 1.00(0.00, 10.50) -3.92** 0.41(0.26, 0.71) -0.40 有 10 3.00(0.00, 46.50) 0.53(0.24, 0.61) 滤芯更换时间 ≤3个月 222 0.00(0.00, 5.25) -2.21* 0.39(0.25, 0.56) -2.31* >3个月 174 2.50(0.00, 27.50) 0.66(0.28, 0.77) 注:*P<0.05,**P<0.01。 表 2 中小学校直饮水中菌落总数和高锰酸盐指数多元线性回归分析(n=396)
Table 2. Multiple linear regression analysis of CFU and permanganate index in direct drinking water in primary and secondary schools(n=396)
自变量 选项 参照组 菌落总数 高锰酸盐指数 β值(95%CI) P值 β值(95%CI) P值 学校类型 中学 小学 -100.77(-246.55~45.02) 0.17 -0.03(-0.11~0.04) 0.36 地区 城市 农村 169.06(-13.40~351.52) 0.07 -0.03(-0.13~0.05) 0.44 工艺类型 活性炭 反渗透/纳滤 39.83(-91.41~171.07) 0.55 0.32(0.25~0.38) <0.01 铺设管网 有 无 -48.08(-442.87~346.71) 0.81 0.35(0.15~0.54) <0.01 滤芯更换时间 >3个月 ≤3个月 167.08(12.90~321.26) 0.03 0.11(0.04~0.19) <0.01 -
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