The DOI matches its Crossref record; 45 of the 45 references it cites were found in a registry or an index.
The winter choke: Coal-Fired heating, air pollution, and mortality in China
Abstract
China's coal-fired winter heating systems generate large amounts of hazardous emissions that significantly deteriorate air quality. Exploiting regression discontinuity designs based on the exact starting dates of winter heating across different cities, we estimate the contemporaneous impact of winter heating on air pollution and health. We find that turning on the winter heating system increased the weekly Air Quality Index by 36% and caused 14% increase in mortality rate. This implies that a 10-point increase in the weekly Air Quality Index causes a 2.2% increase in overall mortality. People in poor and rural areas are particularly affected by the rapid deterioration in air quality; this implies that the health impact of air pollution may be mitigated by improved socio-economic conditions. Exploratory cost-benefit analysis suggests that replacing coal with natural gas for heating can improve social welfare.
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Cites
Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution
Pope III, C. A. (2002) · JAMA · doi:10.1001/jama.287.9.1132 · Cited by 8,447
Regression discontinuity designs in economics
Lee, D. S., & Lemieux, T. (2010) · Journal of Economic Literature · doi:10.1257/jel.48.2.281 · Cited by 4,534
Robust nonparametric confidence intervals for regression-discontinuity designs
Calonico, S., Cattaneo, M. D., & Titiunik, R. (2014) · Econometrica · doi:10.3982/ecta11757 · Cited by 3,036
Pope, C. A., Burnett, R. T., Thurston, G. D., Thun, M. J., Calle, E. E., Krewski, D., & Godleski, J. J. (2004) · Circulation · doi:10.1161/01.cir.0000108927.80044.7f · Cited by 2,592
Acute Respiratory Effects of Particulate Air Pollution
Dockery, D. W., & Pope, C. A. (1994) · Annual Review of Public Health · doi:10.1146/annurev.pu.15.050194.000543 · Cited by 2,177
Chen, Y., Ebenstein, A., Greenstone, M., & Li, H. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1300018110 · Cited by 1,818
Why high-order polynomials should not be used in regression discontinuity designs
Gelman, A., & Imbens, G. (2019) · Journal of Business & Economic Statistics · doi:10.1080/07350015.2017.1366909 · Cited by 1,101
Climate change, mortality, and adaptation: Evidence from annual fluctuations in weather in the US
Deschênes, O., & Greenstone, M. (2011) · American Economic Journal: Applied Economics · doi:10.1257/app.3.4.152 · Cited by 1,064
Atkinson, R. W., Kang, S., Anderson, H. R., Mills, I. C., & Walton, H. A. (2014) · Thorax · doi:10.1136/thoraxjnl-2013-204492 · Cited by 1,016
Environmental Regulations, Air and Water Pollution, and Infant Mortality in India
Greenstone, M., & Hanna, R. (2014) · American Economic Review · doi:10.1257/aer.104.10.3038 · Cited by 1,013
Cited by
Nie, Y., Deng, M., Shan, M., & Yang, X. (2023) · Energy Policy · doi:10.1016/j.enpol.2023.113659 · Cited by 60
Metadata
- Authors
- Fan, M., He, G., & Zhou, M.
- Venue
- Journal of Health Economics
- Publisher
- Elsevier BV
- Published
- 2020-05
- Volume
- 71
- Pages
- 102316
- ISSN
- 0167-6296 (ISSN-L)
- OpenAlex
- W3009730239
- Cited by
- 298
- References
- 45
- FWCI
- 13.63
- Type
- journal article
- Language
- en
- Open access
- closed
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