The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction
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...
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| Vydáno v: | The American economic review Ročník 109; číslo 12; s. 4178 |
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| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
United States
01.12.2019
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| Témata: | |
| ISSN: | 0002-8282 |
| On-line přístup: | Zjistit podrobnosti o přístupu |
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| 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. |
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| AbstractList | 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.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. 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. |
| Author | Deryugina, Tatyana Heutel, Garth Reif, Julian Miller, Nolan H Molitor, David |
| Author_xml | – sequence: 1 givenname: Tatyana surname: Deryugina fullname: Deryugina, Tatyana organization: Gies College of Business, University of Illinois, 340 Wohlers Hall, 1206 S. Sixth Street, Champaign, IL 61820 – sequence: 2 givenname: Garth surname: Heutel fullname: Heutel, Garth organization: Department of Economics, Georgia State University, PO Box 3992, Atlanta, GA 30302 – sequence: 3 givenname: Nolan H surname: Miller fullname: Miller, Nolan H organization: Gies College of Business, University of Illinois, 340 Wohlers Hall, 1206 S. Sixth Street, Champaign, IL 61820 – sequence: 4 givenname: David surname: Molitor fullname: Molitor, David organization: Gies College of Business, University of Illinois, 340 Wohlers Hall, 1206 S. Sixth Street, Champaign, IL 61820 – sequence: 5 givenname: Julian surname: Reif fullname: Reif, Julian organization: Gies College of Business, University of Illinois, 340 Wohlers Hall, 1206 S. Sixth Street, Champaign, IL 61820 |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/32189719$$D View this record in MEDLINE/PubMed |
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| ContentType | Journal Article |
| DBID | NPM 7X8 |
| DOI | 10.1257/aer.20180279 |
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| Title | The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction |
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