School of the Environment, Yale University, New Haven, CT, 06511, USA.
Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, 02841, Republic of Korea.
BMC Public Health. 2024 May 8;24(1):1266. doi: 10.1186/s12889-024-18752-y.
Long-term exposure to PM has been linked to increased mortality risk. However, limited studies have examined the potential modifying effect of community-level characteristics on this association, particularly in Asian contexts. This study aimed to estimate the effects of long-term exposure to PM on mortality in South Korea and to examine whether community-level deprivation, medical infrastructure, and greenness modify these associations.
We conducted a nationwide cohort study using the National Health Insurance Service-National Sample Cohort. A total of 394,701 participants aged 30 years or older in 2006 were followed until 2019. Based on modelled PM concentrations, 1 to 3-year and 5-year moving averages of PM concentrations were assigned to each participant at the district level. Time-varying Cox proportional-hazards models were used to estimate the association between PM and non-accidental, circulatory, and respiratory mortality. We further conducted stratified analysis by community-level deprivation index, medical index, and normalized difference vegetation index to represent greenness.
PM exposure, based on 5-year moving averages, was positively associated with non-accidental (Hazard ratio, HR: 1.10, 95% Confidence Interval, CI: 1.01, 1.20, per 10 µg/m increase) and circulatory mortality (HR: 1.22, 95% CI: 1.01, 1.47). The 1-year moving average of PM was associated with respiratory mortality (HR: 1.33, 95% CI: 1.05, 1.67). We observed higher associations between PM and mortality in communities with higher deprivation and limited medical infrastructure. Communities with higher greenness showed lower risk for circulatory mortality but higher risk for respiratory mortality in association with PM.
Our study found mortality effects of long-term PM exposure and underlined the role of community-level factors in modifying these association. These findings highlight the importance of considering socio-environmental contexts in the design of air quality policies to reduce health disparities and enhance overall public health outcomes.
长期暴露于 PM 与死亡率风险增加有关。然而,有限的研究考察了社区层面特征对这种关联的潜在调节作用,特别是在亚洲背景下。本研究旨在估计 PM 对韩国死亡率的长期影响,并检验社区剥夺程度、医疗基础设施和绿化是否改变了这些关联。
我们利用国民健康保险服务-全国抽样队列进行了一项全国性的队列研究。共有 394701 名 2006 年年龄在 30 岁及以上的参与者被随访至 2019 年。根据模拟的 PM 浓度,将 PM 浓度的 1 至 3 年和 5 年移动平均值分配给每个参与者所在的地区。采用时间变化的 Cox 比例风险模型估计 PM 与非意外、循环和呼吸死亡之间的关联。我们进一步根据社区剥夺指数、医疗指数和归一化差异植被指数进行分层分析,以代表绿化程度。
基于 5 年移动平均值的 PM 暴露与非意外(危险比,HR:1.10,95%置信区间,CI:1.01,1.20,每增加 10μg/m )和循环死亡率(HR:1.22,95%CI:1.01,1.47)呈正相关。PM 的 1 年移动平均值与呼吸死亡率相关(HR:1.33,95%CI:1.05,1.67)。我们发现,在剥夺程度较高和医疗基础设施有限的社区,PM 与死亡率之间的关联更高。具有较高绿化程度的社区与 PM 相关的循环死亡率风险较低,但呼吸死亡率风险较高。
本研究发现了长期 PM 暴露对死亡率的影响,并强调了社区层面因素在调节这些关联中的作用。这些发现强调了在制定空气质量政策时考虑社会环境背景的重要性,以减少健康差距,提高整体公共卫生结果。