ArticleEnvironmental health perspectives2023
Using Parametric g-Computation to Estimate the Effect of Long-Term Exposure to Air Pollution on Mortality Risk and Simulate the Benefits of Hypothetical Policies: The Canadian Community Health Survey Cohort (2005 to 2015).
Article in Environmental health perspectives, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 20 citations in OpenAlex.
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- A hypothetical intervention analysis for the effects of healthy dietary patterns on reducing major chronic diseases and mortality associated with air pollutant mixtures.BMC medicine · 2025Article
- Residential Segregation and Lung Cancer Risk in African American Adults.JAMA network open · 2025Article
- Do we need flexible machine-learning algorithms to assess the effect of long-term exposure to fine particulate matter on mortality?: An example from a Canadian national cohort.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Estimating the Effects of Hypothetical AmbientEnvironmental health perspectives · 2025Article
- Hypothetical Behavioral Interventions for Mitigating the Cardiovascular Effects of Long-Term Fine Particulate Matter Exposure: Analyses From 2 Prospective Cohorts.Journal of the American Heart Association · 2025Article
- The association between long-term PM2.5 exposure and risk for pancreatic cancer: an application of social informatics.American journal of epidemiology · 2025Article
- Improved Air Quality and Asthma Incidence from School Age to Young Adulthood: A Population-based Prospective Cohort Study.Annals of the American Thoracic Society · 2024Article
- Using Parametric g-Computation for Time-to-Event Data and Distributed Lag Models to Identify Critical Exposure Windows for Preterm Birth: An Illustrative Example UsingEnvironmental health perspectives · 2024Article
- Invited Perspective: The Potential of Potential Outcomes in Air Pollution Epidemiology.Environmental health perspectives · 2023Article
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Authors and funding
11 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNumerous epidemiological studies have documented the adverse health impact of long-term exposure to fine particulate matter [particulate matter
methodWe applied the parametric g-computation to estimate the cumulative risks of nonaccidental death under different hypothetical intervention strategies targeting long-term exposure to
resultsAll hypothetical intervention strategies explored led to lower 11-y cumulative mortality risks than the estimated value under the natural course without intervention, with the smallest reduction of 0.20 per 1,000 participants (95% CI: 0.06, 0.34) under the threshold of DISCUSSION: We found evidence that any intervention further reducing the long-term exposure to
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