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:: Volume 13 - 2026 ::
Environ. Health Eng. Manag. 2026, 13 - 2026: 1-8 Back to browse issues page
Assessing the Effects of Air Pollution on All-Cause, Respiratory, and Heart-Related Mortality Using Generalized Additive Models in Mashhad, Iran
Nooshin Akbari Sharak , Sedighe Rastaghi , Maryam Salari , Mohammad Taghi Shakeri * , Reza Esmaili
Correspondence to: Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran , ShakeriMT@mums.ac.ir
Abstract:   (66 Views)
Background: Air pollution is a major public health concern associated with increased respiratory and cardiovascular mortality. This study investigates the effects of air pollution and meteorological factors on respiratory, cardiovascular, and all-cause mortality in Mashhad, Iran, using generalized additive models with cumulative lag structures.
Methods: Daily mortality data from February 18, 2017, to March 19, 2020, were classified by cause. Air pollutants (PM10, PM2.5, NO2, SO2, and CO) and meteorological data (temperature and humidity) were analyzed using quasi-Poisson GAMs, adjusting for temporal trends, weather, and day of the week. Lag effects (0–10, 0–20, and 0–30 days) were assessed for pollutant impacts on mortality.
Results: Higher PM2.5, PM10, and NO2 levels were significantly associated with increased risks of all-cause, respiratory, and cardiovascular mortality. A 10-unit increase in PM2.5 was associated with the highest risk for all-cause mortality at Lag 0–30 (RR = 1.184, P = 0.012). PM2.5 and NO2 showed the strongest associations with respiratory mortality over 30-day cumulative exposure, while PM2.5 (RR = 1.132, 95% CI: 1.012–1.267) and NO2 (RR = 1.074, 95% CI: 1.006–1.147) also impacted cardiovascular deaths. Shorter lags revealed more immediate impacts, particularly for NO2 and PM2.5 on all-cause mortality.
Conclusion: These findings underscore the urgent need for strategies to reduce air pollution in Mashhad, addressing both short- and long-term health effects, particularly respiratory and cardiovascular outcomes. The results support policy interventions for improved air quality management in urban Iran.
Article number: 1587
Keywords: Air pollution, Cardiovascular diseases, Respiratory tract diseases, Mortality
Full-Text [PDF 751 kb]   (21 Downloads)    
Type of Study: Original Article | Subject: General
Received: 2026/02/2 | Accepted: 2026/01/20 | Published: 2026/01/20
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Akbari Sharak N, Rastaghi S, Salari M, Shakeri M T, Esmaili R. Assessing the Effects of Air Pollution on All-Cause, Respiratory, and Heart-Related Mortality Using Generalized Additive Models in Mashhad, Iran. Environ. Health Eng. Manag. 2026; 13 : 1587
URL: http://ehemj.com/article-1-1856-en.html


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Volume 13 - 2026 Back to browse issues page
Environmental Health Engineering And Management Journal Environmental Health Engineering And Management Journal
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