Zhengqi Wei,Keke Wei,Ming Ying,Shanna Meng,Jingjing Li,Junqing Sun,Lei Zhang,Na Wang
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Causal mediation effect model and moderation effect models are used to investigate the roles of HL, medical and health level (MHL), and digital economy (DE).\r\n\r\nRESULTS\r\nWe found that both single and mixed exposures to air pollutants (excluding O3) lead to a decline in cognitive function in the MAOP. Improvements in HL, MHL, and DE result in increased cognitive scores and reduced CoI risk in the MAOP, and all can mitigate the negative impact of air pollution on cognitive function. HL has a significant mediating effect in the relationship between air pollutant exposure and cognitive function in the MAOP.\r\n\r\nCONCLUSION\r\nIncreased exposure to air pollutants is associated with a decline in cognitive abilities and an increased CoI risk in the MAOP. 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引用次数: 0
摘要
背景:空气污染是认知障碍(CoI)的一个潜在可改变的危险因素。因此,有必要探索减轻空气污染对中老年人群认知功能(MAOP)影响的因素。方法采用广义线性模型(Generalized Linear Model)、加权分位数和回归模型(Weighted Quantile Sum Regression Model)和受限三次样条模型(Restricted Cubic Splines Model),研究空气污染物暴露对MAOP认知能力的影响,探讨健康生活方式(health lifestyle, HL)和社会经济因素对MAOP认知能力的影响。采用因果中介效应模型和调节效应模型考察了高学历教育、医疗健康水平(MHL)和数字经济(DE)的作用。结果我们发现,单一和混合暴露于空气污染物(不包括O3)都会导致MAOP的认知功能下降。HL、MHL和DE的改善可提高MAOP患者的认知评分,降低CoI风险,均可减轻空气污染对认知功能的负面影响。HL在空气污染物暴露与MAOP认知功能的关系中具有显著的中介作用。结论空气污染物暴露增加与MAOP患者认知能力下降和CoI风险增加有关。HL、MHL和DE可以缓解空气污染对MAOP认知功能的不利影响。
The Influence of Air Pollution on Cognitive Function in Middle-aged and Older Population: The Role of Healthy Lifestyle and Socioeconomic Factors.
BACKGROUND
Air pollution is a potentially modifiable risk factor for Cognitive impairment (CoI). Therefore, it is necessary to explore factors that can mitigate the impact of air pollution on the cognitive function of middle-aged and older population (MAOP).
METHODS
To investigate the impact of single and combined exposure to air pollutants on the cognitive abilities of MAOP, and to explore the role of healthy lifestyle (HL) and socioeconomic factors, the Generalized Linear Model, Weighted Quantile Sum Regression model, and Restricted Cubic Splines model were jointly applied to explore the impact of air pollutant exposure on the cognitive abilities of the MAOP. Causal mediation effect model and moderation effect models are used to investigate the roles of HL, medical and health level (MHL), and digital economy (DE).
RESULTS
We found that both single and mixed exposures to air pollutants (excluding O3) lead to a decline in cognitive function in the MAOP. Improvements in HL, MHL, and DE result in increased cognitive scores and reduced CoI risk in the MAOP, and all can mitigate the negative impact of air pollution on cognitive function. HL has a significant mediating effect in the relationship between air pollutant exposure and cognitive function in the MAOP.
CONCLUSION
Increased exposure to air pollutants is associated with a decline in cognitive abilities and an increased CoI risk in the MAOP. HL, MHL and DE could alleviate the adverse effects of air pollution on cognitive function in the MAOP.