The impact of ozone pollution on hospitalizations

This paper estimates the impacts of ozone pollution on hospitalizations, medical expenditure, and in-hospital mortality using inpatient admission records from 1,087 hospitals in China between 2017 and 2021. Leveraging an instrumental variable based on ozone concentrations in nearby upwind cities, we find that ozone significantly increases all-cause hospitalizations and medical expenditure. Ozone elevates hospital admissions across a broader range of diseases than previously documented, and the hospitalization cost of 1-standard deviation increase in ozone is larger than that of PM2.5. Ozone reduces the average number of doctors per inpatient and increases the all-cause in-hospital mortality rate in emergency departments, suggesting that ozone-induced surges in healthcare demand generate hospital crowding, which lowers the quality of care and worsens patient outcomes.

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Publication Details

Journal
Journal of the Association of Environmental and Resource Economists
Published
2026-11-11
DOI
https://doi.org/10.1086/744909
Primary Topic
Air Quality and Health Impacts
Type
article
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article

The impact of ozone pollution on hospitalizations

Yun Qiu, Meng Liu, Nan Xiao, Meng Liu
Journal of the Association of Environmental and Resource Economists
Air Quality and Health Impacts
article

The impact of ozone pollution on hospitalizations

Yun Qiu, Meng Liu, Nan Xiao, Meng Liu
article en

Abstract

This paper estimates the impacts of ozone pollution on hospitalizations, medical expenditure, and in-hospital mortality using inpatient admission records from 1,087 hospitals in China between 2017 and 2021. Leveraging an instrumental variable based on ozone concentrations in nearby upwind cities, we find that ozone significantly increases all-cause hospitalizations and medical expenditure. Ozone elevates hospital admissions across a broader range of diseases than previously documented, and the hospitalization cost of 1-standard deviation increase in ozone is larger than that of PM2.5. Ozone reduces the average number of doctors per inpatient and increases the all-cause in-hospital mortality rate in emergency departments, suggesting that ozone-induced surges in healthcare demand generate hospital crowding, which lowers the quality of care and worsens patient outcomes.

Journal of the Association of Environmental and Resource Economists
Jinan University (CN), Peking University (CN), University of Jinan (CN)
Good health and well-being
Air Quality and Health Impacts
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The impact of ozone pollution on hospitalizations — Yun Qiu, Meng Liu, et al. · Journal of the Association of Environmental and Resource Economists (2026) | TGRS Research Map | TGRS