The effects of contemporaneous air pollution on COVID-19 morbidity and mortality

被引:13
作者
Austin, Wes [1 ]
Carattini, Stefano [2 ,3 ,4 ,5 ,7 ]
Gomez-Mahecha, John [2 ]
Pesko, Michael F. [2 ,6 ]
机构
[1] US EPA, Washington, DC USA
[2] Georgia State Univ, Atlanta, GA 30303 USA
[3] CESifo, Munich, Germany
[4] LSE, London, England
[5] Univ St Gallen, St Gallen, Switzerland
[6] Inst Lab Econ IZA, Bonn, Germany
[7] Georgia State Univ, Andrew Young Sch Policy Studies, Dept Econ, 55 Pk Pl, Atlanta, GA 30303 USA
基金
瑞士国家科学基金会; 美国国家科学基金会;
关键词
Pollution; Air quality; PM; 2; 5; COVID-19; Health; Mortality; LOW-EMISSION ZONES; INFANT-MORTALITY; CLINICAL CHARACTERISTICS; DISEASE PROGRESSION; ELECTRIC VEHICLES; HEALTH EVIDENCE; EXPOSURE; QUALITY; INFORMATION; CONGESTION;
D O I
10.1016/j.jeem.2023.102815
中图分类号
F [经济];
学科分类号
02 ;
摘要
We examine the relationship between contemporaneous fine particulate matter exposure and COVID-19 morbidity and mortality using an instrumental variable approach. Harnessing daily changes in county-level wind direction, we show that arguably exogenous fluctuations in local air quality impact the incidence of confirmed COVID-19 cases and deaths. We find that a one mu g/m3 increase in PM 2.5, or 15% of the average PM 2.5 concentration in a county, increases the number of same-day confirmed cases by 1.8% from the mean case incidence in a county. A one mu g/m3 increase in PM 2.5 increases the same-day death rate by just over 4% from the mean. These effects tend to increase in magnitude over longer time horizons and are robust to a host of sensitivity tests. When analyzing potential mechanisms, we also demonstrate that an additional unit of PM 2.5 increases COVID-19-related hospitalizations by 0.8% and use of intensive care units by 0.5% on the same day. Using individual case records, we also show that higher PM 2.5 exposure at the time of case confirmation increases risk of later mechanical ventilation and mortality. These results suggest that air pollution plays an important role in mediating the severity of respiratory syndromes such as COVID-19.
引用
收藏
页数:30
相关论文
共 117 条
[91]   The COVID-19 Cytokine Storm; What We Know So Far [J].
Ragab, Dina ;
Salah Eldin, Haitham ;
Taeimah, Mohamed ;
Khattab, Rasha ;
Salem, Ramy .
FRONTIERS IN IMMUNOLOGY, 2020, 11
[92]   What do we do with missing data? Some options for analysis of incomplete data [J].
Raghunathan, TE .
ANNUAL REVIEW OF PUBLIC HEALTH, 2004, 25 :99-117
[93]  
Raifman J, 2020, COVID-19 US State Policy Database (CUSP)
[94]   EXTERNAL HEALTH COSTS OF A STEEL MILL [J].
RANSOM, MR ;
POPE, CA .
CONTEMPORARY ECONOMIC POLICY, 1995, 13 (02) :86-97
[95]   COVID-19 length of hospital stay: a systematic review and data synthesis [J].
Rees, Eleanor M. ;
Nightingale, Emily S. ;
Jafari, Yalda ;
Waterlow, Naomi R. ;
Clifford, Samuel ;
Pearson, Carl A. B. ;
Jombart, Thibaut ;
Procter, Simon R. ;
Knight, Gwenan M. .
BMC MEDICINE, 2020, 18 (01)
[96]   The spatial landscape of lung pathology during COVID-19 progression [J].
Rendeiro, Andre F. ;
Ravichandran, Hiranmayi ;
Bram, Yaron ;
Chandar, Vasuretha ;
Kim, Junbum ;
Meydan, Cem ;
Park, Jiwoon ;
Foox, Jonathan ;
Hether, Tyler ;
Warren, Sarah ;
Kim, Youngmi ;
Reeves, Jason ;
Salvatore, Steven ;
Mason, Christopher E. ;
Swanson, Eric C. ;
Borczuk, Alain C. ;
Elemento, Olivier ;
Schwartz, Robert E. .
NATURE, 2021, 593 (7860) :564-+
[97]   What Doesn't Kill You Makes You Weaker Prenatal Pollution Exposure and Educational Outcomes [J].
Sanders, Nicholas J. .
JOURNAL OF HUMAN RESOURCES, 2012, 47 (03) :826-850
[98]   Impact of meteorological factors on COVID-19 pandemic: Evidence from top 20 countries with confirmed cases [J].
Sarkodie, Samuel Asumadu ;
Owusu, Phebe Asantewaa .
ENVIRONMENTAL RESEARCH, 2020, 191
[99]   Airports, Air Pollution, and Contemporaneous Health [J].
Schlenker, Wolfram ;
Walker, W. Reed .
REVIEW OF ECONOMIC STUDIES, 2016, 83 (02) :768-809
[100]   SARS-Cov-2RNA found on particulate matter of Bergamo in Northern Italy: First evidence [J].
Setti, Leonardo ;
Passarini, Fabrizio ;
De Gennaro, Gianluigi ;
Barbieri, Pierluigi ;
Perrone, Maria Grazia ;
Borelli, Massimo ;
Palmisani, Jolanda ;
Di Gilio, Alessia ;
Torboli, Valentina ;
Fontana, Francesco ;
Clemente, Libera ;
Pallavicini, Alberto ;
Ruscio, Maurizio ;
Piscitelli, Prisco ;
Miani, Alessandro .
ENVIRONMENTAL RESEARCH, 2020, 188