Kushwaha Deepali, Saxena Swami Prasad, Kumar Ranjit
Department of Applied Business Economics, Faculty of Commerce, Dayalbagh Educational Institute (Deemed to be University), Dayalbagh, 282005, Agra, India.
Department of Chemistry, Faculty of Science, Dayalbagh Educational Institute (Deemed to be University), Dayalbagh, 282005, Agra, India.
Sci Rep. 2025 Jul 23;15(1):26832. doi: 10.1038/s41598-025-09137-1.
Air pollution affects both the environment and the economy. This study aimed to analyse the annual and seasonal concentrations of respirable suspended particulate matter (PM) and evaluate the monetary loss from health risk caused by PM in Agra, India, for the year 2022. PM levels were monitored using ground-based methods. Health impacts were estimated via the AirQ+ model. Seasonal trends were analyzed using Mann-Kendall and Sen's slope tests, and economic costs were calculated using the Value of a Statistical Life (VSL) approach. Post-monsoon had the highest seasonal concentration, followed by winter, summer, and monsoon. Proportions of attributable exposure to PM were estimated to be 41.91% for post-neonatal all-cause mortality, 65.6% for bronchitis in children, 78.4% for chronic bronchitis, 65.65% for lung cancer, 79.2% for respiratory diseases, and 55.38% for ischemic heart disease (IHD) in adults. We observed significant (p < 0.05) decreasing trends in summer and an increasing trend in post-monsoon. The annual economic burden was estimated at US$ 95.56 per person, US$ 202.58 million for Agra, and extrapolated US$ 135.40 billion for India. The expense amount is approximately 4% of the gross domestic product (GDP), 46% of all tax revenues, and around 130% of the healthcare budget of India. The study underscores the urgent need for pollution control to safeguard health and ease the heavy economic burden locally and nationally.
空气污染对环境和经济都有影响。本研究旨在分析可吸入悬浮颗粒物(PM)的年度和季节性浓度,并评估2022年印度阿格拉因PM导致的健康风险造成的货币损失。使用地面监测方法对PM水平进行监测。通过AirQ+模型估计健康影响。使用曼-肯德尔检验和森斜率检验分析季节性趋势,并使用统计生命价值(VSL)方法计算经济成本。季风后季节的浓度最高,其次是冬季、夏季和季风季节。估计新生儿后期全因死亡率的PM归因暴露比例为41.91%,儿童支气管炎为65.6%,慢性支气管炎为78.4%,肺癌为65.65%,呼吸系统疾病为79.2%,成人缺血性心脏病(IHD)为55.38%。我们观察到夏季有显著(p<0.05)下降趋势,季风后季节有上升趋势。年度经济负担估计为每人95.56美元,阿格拉为2.0258亿美元,印度推算为1354亿美元。该费用约占国内生产总值(GDP)的4%、所有税收收入的46%以及印度医疗保健预算的约130%。该研究强调迫切需要控制污染,以保障健康并减轻当地和全国的沉重经济负担。