Department of Preventive Medicine, Chonnam National University Medical School, Hwasun, Korea.
J Korean Med Sci. 2023 Jan 9;38(2):e19. doi: 10.3346/jkms.2023.38.e19.
We investigated the extent of regional disparity of recurrent falls. In addition, we examined the association between particulate matter (PM) and recurrent falls and the association between regional disparity of recurrent falls and regional PM levels.
We used data from Korea Community Health Survey 2019 that included 204,395 participants from 237 municipal districts. The independent variables were the annual average PM10 and PM2.5 concentrations measured at the air quality measuring stations in each municipal district. The outcome variable was the experience of falls more than twice in the previous year. Multilevel analyses were conducted to estimate the association between regional PM10 and PM2.5 levels and recurrent falls.
The regional variation was greater in the young people than that in the older people. PM10 and PM2.5 levels were positively associated with recurrent falls after adjusting for individual and regional covariates. These associations were more evident in the older group than in the young. PM10 and PM2.5 explained 2.82% and 3.33% of the remaining regional variance in models with individual and regional confounders, respectively. These proportions were greater in the older group (PM10 and PM2.5; 4.73% and 5.27%) than those in the younger age group (PM10 and PM2.5, 0.80% and 1.39%).
PM concentration was associated with recurrent falls even after accounting for other regional variables and individual-level differences. Moreover, there were regional differences in the occurrence of falls, and the PM concentration explained a part of the gap, but the gap was explained more in the older group than in the young.
我们调查了复发性跌倒的区域差异程度。此外,我们还研究了颗粒物 (PM) 与复发性跌倒之间的关系以及复发性跌倒的区域差异与区域 PM 水平之间的关系。
我们使用了 2019 年韩国社区健康调查的数据,该数据包括来自 237 个市辖区的 204395 名参与者。自变量是每个市辖区空气质量监测站测量的年平均 PM10 和 PM2.5 浓度。因变量是前一年跌倒两次以上的经历。进行多水平分析以估计区域 PM10 和 PM2.5 水平与复发性跌倒之间的关联。
年轻人的区域差异大于老年人。在调整了个体和区域协变量后,PM10 和 PM2.5 水平与复发性跌倒呈正相关。这些关联在老年组比在年轻组更为明显。在包含个体和区域混杂因素的模型中,PM10 和 PM2.5 分别解释了模型中剩余区域差异的 2.82%和 3.33%。在老年组(PM10 和 PM2.5;4.73%和 5.27%)中,这些比例大于年轻组(PM10 和 PM2.5,0.80%和 1.39%)。
即使考虑到其他区域变量和个体差异,PM 浓度与复发性跌倒仍有关联。此外,跌倒的发生存在区域差异,PM 浓度解释了部分差异,但在老年组中解释的差异更大。