The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction
Tatyana Deryugina,
Garth Heutel,
Nolan H. Miller,
David Molitor and
Julian Reif
American Economic Review, 2019, vol. 109, issue 12, 4178-4219
Abstract:
We estimate the causal effects of acute fine particulate matter exposure on mortality, health care use, and medical costs among the US elderly using Medicare data. We instrument for air pollution using changes in local wind direction and develop a new approach that uses machine learning to estimate the life-years lost due to pollution exposure. Finally, we characterize treatment effect heterogeneity using both life expectancy and generic machine learning inference. Both approaches find that mortality effects are concentrated in about 25 percent of the elderly population.
JEL-codes: I12 J14 Q51 Q53 (search for similar items in EconPapers)
Date: 2019
Note: DOI: 10.1257/aer.20180279
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (291)
Downloads: (external link)
https://www.aeaweb.org/doi/10.1257/aer.20180279 (application/pdf)
https://www.aeaweb.org/doi/10.1257/aer.20180279.data (application/zip)
https://www.aeaweb.org/doi/10.1257/aer.20180279.appx (application/pdf)
https://www.aeaweb.org/doi/10.1257/aer.20180279.ds (application/zip)
Access to full text is restricted to AEA members and institutional subscribers.
Related works:
Working Paper: The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction (2016) 
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:aea:aecrev:v:109:y:2019:i:12:p:4178-4219
Ordering information: This journal article can be ordered from
https://www.aeaweb.org/journals/subscriptions
Access Statistics for this article
American Economic Review is currently edited by Esther Duflo
More articles in American Economic Review from American Economic Association Contact information at EDIRC.
Bibliographic data for series maintained by Michael P. Albert ().