Climate, Air Quality Research (CARE) Unit, School of Public Health and Preventive Medicine, Monash University, Level 2, 553 St Kilda Road, Melbourne, VIC 3004, Australia.
Health Economics and Policy Evaluation Research (HEPER) Group, Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, VIC 3052, Australia; School of Public Health and Preventive Medicine, Monash University, Level 2, 553 St Kilda Road, Melbourne, VIC 3004, Australia; School of Pharmacy, Faculty of Health Sciences, Kuopio Campus, University of Eastern Finland, FI-70211 Kuopio, Finland.
J Hazard Mater. 2024 Apr 5;467:133676. doi: 10.1016/j.jhazmat.2024.133676. Epub 2024 Feb 1.
Enormous health burden has been associated with air pollution and its effects continue to grow. However, the impact of air pollution on labour productivity at the population level is still unknown. This study assessed the association between premature death due to PM exposure and the loss of productivity-adjusted life years (PALYs), in Brazil. We applied a novel variant of the difference-in-difference (DID) approach to assess the association. Daily all-cause mortality data in Brazil were collected from 2000-2019. The PALYs lost increased by 5.11% (95% CI: 4.10-6.13%), for every 10 µg/m increase in the 2-day moving average of PM. A total of 9,219,995 (95% CI: 7,491,634-10,921,141) PALYs lost and US$ 268.05 (95% CI: 217.82-317.50) billion economic costs were attributed to PM exposure, corresponding to 7.37% (95% CI: 5.99-8.73%) of the total PALYs lost due to premature death. This study also found that 5,005,306 PALYs could be avoided if the World Health Organization (WHO) air quality guideline (AQG) level was met. In conclusion, this study demonstrates that ambient PM exposure is associated with a considerable labour productivity burden relating to premature death in Brazil, while over half of the burden could be prevented if the WHO AQG was met. The findings highlight the need to reduce ambient PM levels and provide strong evidence for the development of strategies to mitigate the economic impacts of air pollution.
空气污染带来了巨大的健康负担,其影响还在不断扩大。然而,空气污染对人口层面劳动生产率的影响仍不清楚。本研究评估了 PM 暴露导致的过早死亡与生产力调整生命年(PALYs)损失之间的关联,该研究在巴西进行。我们应用了一种差分法(DID)的新变体来评估这种关联。巴西 2000-2019 年的每日全因死亡率数据被收集。PM 每增加 10µg/m 的 2 天移动平均值,PALYs 损失就会增加 5.11%(95%CI:4.10-6.13%)。PM 暴露导致了 9219995 个(95%CI:7491634-10921141)PALYs 损失和 268.05 亿美元(95%CI:217.82-317.50 美元)的经济损失,占过早死亡导致的总 PALYs 损失的 7.37%(95%CI:5.99-8.73%)。本研究还发现,如果达到世界卫生组织(WHO)空气质量准则(AQG)水平,可避免 5005306 个 PALYs 损失。总之,本研究表明,巴西环境 PM 暴露与过早死亡相关的劳动力生产力负担相当大,而如果达到 WHO AQG,可预防一半以上的负担。这些发现强调了降低环境 PM 水平的必要性,并为制定减轻空气污染经济影响的策略提供了有力证据。