TY - JOUR
T1 - Long-term effects of emission reduction measures on PM2.5 sources and children’s lung function in Jinan, China
AU - Yang, Deai
AU - Zuo, Pengcheng
AU - Li, Mingjun
AU - Lim, David
AU - Cui, Liangliang
AU - Feng, Zhihui
PY - 2025/6
Y1 - 2025/6
N2 - Many studies have reported the damaging effect of PM2.5 on the lung function of school-age children, but the potential impact of different PM2.5 sources remains unclear. This study analyzed the composition of PM2.5 at a sampling site in Jinan City between 2014 and 2020. Coinciding with the implementation of the environmental protection policies in Jinan, the study time was segmented into three distinct periods. PM2.5 and its components (such as metals and polycyclic aromatic hydrocarbons) gradually decreased across these periods. The results of the Positive Matrix Factorization (PMF) showed that the concentrations of PM2.5 were reduced to varying degrees for different sources. The generalized linear model, after adjustment, found that increased industrial emissions were associated with decreased FVC (OR: 0.92, 95%CI: 0.87–0.98) and FEV1 (OR: 0.91, 95%CI: 0.86–0.96) in girls during Period 1. In Period 2, biomass burning and road dust were associated with a decrease in FVC (OR: 0.91, 95%CI: 0.84–0.99) and FEV1 (OR 0.92, 95%CI: 0.85–0.99) for boys, and in the same period, the reductions in FVC (OR: 0.90, 95%CI: 0.83–0.97), FEV1 (OR: 0.91, 95%CI: 0.85–0.97) and PEF (OR: 0.77, 95% CI: 0.68–0.90) in girls were associated with gasoline combustion. No source was found to be associated with a decrease in lung function among school-age children in Period 3 when air quality improved substantially. The results suggest that the environmental protection policy in Jinan City has controlled PM2.5 pollution levels to some extent, which may have improved children’s lung function.
AB - Many studies have reported the damaging effect of PM2.5 on the lung function of school-age children, but the potential impact of different PM2.5 sources remains unclear. This study analyzed the composition of PM2.5 at a sampling site in Jinan City between 2014 and 2020. Coinciding with the implementation of the environmental protection policies in Jinan, the study time was segmented into three distinct periods. PM2.5 and its components (such as metals and polycyclic aromatic hydrocarbons) gradually decreased across these periods. The results of the Positive Matrix Factorization (PMF) showed that the concentrations of PM2.5 were reduced to varying degrees for different sources. The generalized linear model, after adjustment, found that increased industrial emissions were associated with decreased FVC (OR: 0.92, 95%CI: 0.87–0.98) and FEV1 (OR: 0.91, 95%CI: 0.86–0.96) in girls during Period 1. In Period 2, biomass burning and road dust were associated with a decrease in FVC (OR: 0.91, 95%CI: 0.84–0.99) and FEV1 (OR 0.92, 95%CI: 0.85–0.99) for boys, and in the same period, the reductions in FVC (OR: 0.90, 95%CI: 0.83–0.97), FEV1 (OR: 0.91, 95%CI: 0.85–0.97) and PEF (OR: 0.77, 95% CI: 0.68–0.90) in girls were associated with gasoline combustion. No source was found to be associated with a decrease in lung function among school-age children in Period 3 when air quality improved substantially. The results suggest that the environmental protection policy in Jinan City has controlled PM2.5 pollution levels to some extent, which may have improved children’s lung function.
KW - Environmental policy
KW - Lung function
KW - PM
KW - School-age children
KW - Source apportionment
UR - http://www.scopus.com/inward/record.url?scp=105005500572&partnerID=8YFLogxK
U2 - 10.1007/s10653-025-02514-9
DO - 10.1007/s10653-025-02514-9
M3 - Article
C2 - 40388008
AN - SCOPUS:105005500572
SN - 0269-4042
VL - 47
JO - ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
JF - ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
IS - 6
M1 - 215
ER -