ArticleEpidemiology (Cambridge, Mass.)2020
In Pursuit of Evidence in Air Pollution Epidemiology: The Role of Causally Driven Data Science.
Article in Epidemiology (Cambridge, Mass.), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The influence of environmental exposures during the preconception period on offspring outcomes: a systematic review.Frontiers in public health · 2025Pooled it
- Everything All at Once: On Choosing an Estimand for Multi-component Environmental Exposures.Epidemiology (Cambridge, Mass.) · 2026Article
- Marginal structural models for quantifying the causal effects of exposure to ambient air pollution on progression of CT emphysema in the MESA lung and MESA air studies.American journal of epidemiology · 2026Article
- Robust Statistical Approaches to Understanding the Causal Effect of Air Pollution Mixtures.Research report (Health Effects Institute) · 2025Article
- Methods for Estimating the Exposure-Response Curve to Inform the New Safety Standards for Fine Particulate Matter.Journal of the Royal Statistical Society. Series A, (Statistics in Society) · 2025Article
- Causal analysis of air pollution mixtures: estimands, positivity, and extrapolation.American journal of epidemiology · 2024Article
- Policy-induced air pollution health disparities: Statistical and data science considerations.Science (New York, N.Y.) · 2024Review
- Confounder-dependent Bayesian mixture model: Characterizing heterogeneity of causal effects in air pollution epidemiology.Biometrics · 2024Article
- What is an exposure-response curve?Global epidemiology · 2023Article
- Health Research in the Wake of Disasters: Challenges and Opportunities for Sensor Science.Environmental health perspectives · 2023Article
- Invited Perspective: The Potential of Potential Outcomes in Air Pollution Epidemiology.Environmental health perspectives · 2023Article
- Estimating Causal Effects of Interventions on Early-life Environmental Exposures Using Observational Data.Current environmental health reports · 2023Review
- Assessing Adverse Health Effects of Long-Term Exposure to Low Levels of Ambient Air Pollution: Implementation of Causal Inference Methods.Research report (Health Effects Institute) · 2022Review
- Invited Commentary: The Promise and Pitfalls of Causal Inference With Multivariate Environmental Exposures.American journal of epidemiology · 2021Article
- Attitudes and Intentions toward COVID-19 Vaccination among Health Professions Students and Faculty in Qatar.Vaccines · 2021Article
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
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
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.