{"title":"The Healthcare Cost of Air Pollution: Evidence from the World's Largest Payment Network","authors":"P. Barwick, Shanjun Li, Deyu Rao, N. Zahur","doi":"10.1162/rest_a_01430","DOIUrl":null,"url":null,"abstract":"\n This paper exploits the universe of credit- and debit-card transactions in China during 2013-2015 and provides the first nationwide analysis of the healthcare cost of PM2.5 for a developing country. We leverage spatial spillovers of PM2.5 from long-range transport to generate exogenous variation in local pollution and employ a flexible distributed lag model to capture semiparametrically the dynamic response of pollution exposure. We find significant impacts of PM2.5 on healthcare spending in both the short and medium terms. A 10 μg/m3 decrease in PM2.5 would reduce annual healthcare spending by over $9.2 billion, about 1.5% of China's annual healthcare expenditure.","PeriodicalId":7,"journal":{"name":"ACS Applied Polymer Materials","volume":"9 8","pages":""},"PeriodicalIF":4.4000,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Polymer Materials","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1162/rest_a_01430","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
This paper exploits the universe of credit- and debit-card transactions in China during 2013-2015 and provides the first nationwide analysis of the healthcare cost of PM2.5 for a developing country. We leverage spatial spillovers of PM2.5 from long-range transport to generate exogenous variation in local pollution and employ a flexible distributed lag model to capture semiparametrically the dynamic response of pollution exposure. We find significant impacts of PM2.5 on healthcare spending in both the short and medium terms. A 10 μg/m3 decrease in PM2.5 would reduce annual healthcare spending by over $9.2 billion, about 1.5% of China's annual healthcare expenditure.
期刊介绍:
ACS Applied Polymer Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics, and biology relevant to applications of polymers.
The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates fundamental knowledge in the areas of materials, engineering, physics, bioscience, polymer science and chemistry into important polymer applications. The journal is specifically interested in work that addresses relationships among structure, processing, morphology, chemistry, properties, and function as well as work that provide insights into mechanisms critical to the performance of the polymer for applications.