ArticleRisk management and healthcare policy2020
The Impact of Air Pollution on Healthcare Expenditure for Respiratory Diseases: Evidence from the People's Republic of China.
Article in Risk management and healthcare policy, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed.
- Air pollution, urban environmental quality and health expenditures: evidence from industrial cities in Iran.BMJ global health · 2026Article
- Treatment costs and determinants in PMBMC public health · 2026Article
- Exploring spatial-temporal heterogeneity in new-type urbanization's impact on health expenditure: a GTWR analysis.International journal of health geographics · 2025Article
- Identifying the causal effects of long-term exposure to PMBMC medicine · 2023Article
- Strengthening Urban Informal Trading and Improving the Health of Vendors: An Integrated Management Model.International journal of environmental research and public health · 2023Article
- Health Risk Assessment of Informal Food Vendors: A Comparative Study in Johannesburg, South Africa.International journal of environmental research and public health · 2023Article
- Personal PMInternational journal of environmental research and public health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAir pollution is an important factor in health outcomes and health-care expenditure. It has become an important issue of global concern. The objective of this study was to explore the influence of air pollution on the economic burden of respiratory diseases using different levels of PM
methodsStarting from the demand side, we took the 3,546 patients in the Respiratory and Critical Care Department of a tertiary hospital in Beijing between 2013 and 2015 as examples, combining daily air-quality data using a generalized linear regression-analysis model to explore the impact of air pollution on health-care expenditure on a microindividual level.
resultsWe found that PM
conclusionThe impact of mortality-risk classification on various health-care expenditure is significant. Therefore, policy-making must take into account both the supply side and the demand side of health-care services. Furthermore, the government should strengthen environmental governance, pay attention to the heterogeneity of the health care-expenditure burden affected by environmental pollution, improve the medical insurance system, and improve the health of residents to reduce the health care-expenditure burden.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.