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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).

Chen ChenHong ChenAaron van DonkelaarRichard T BurnettRandall V MartinLi ChenMichael TjepkemaMegan Kirby-McGregorYi LiJay S KaufmanTarik Benmarhnia
Published in: Environmental health perspectives (2023)
. The parametric g-computation used in this study provides flexibilities in simulating real-world interventions, accommodates time-varying exposure and confounders, and estimates adjusted survival curves with clearer interpretation and more information than a single hazard ratio, making it a valuable analytical alternative in air pollution epidemiological research. https://doi.org/10.1289/EHP11095.
Keyphrases
  • air pollution
  • particulate matter
  • lung function
  • healthcare
  • public health
  • mental health
  • physical activity
  • free survival
  • cystic fibrosis