ReviewCurrent environmental health reports2017
Statistical Approaches to Address Multi-Pollutant Mixtures and Multiple Exposures: the State of the Science.
Review in Current environmental health reports, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 103 papers, 4 of them syntheses 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
103 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Systematic review and meta-analysis on the health effects of long-term exposure to ultrafine particles.European respiratory review : an official journal of the European Respiratory Society · 2026Pooled it
- Exposome-Wide Association Study of Body Mass Index Using a Novel Meta-Analytical Approach for Random Forest Models.Environmental health perspectives · 2024Pooled it
- Mortality and Morbidity Effects of Long-Term Exposure to Low-Level PMResearch report (Health Effects Institute) · 2021Pooled it
- Toenails as a biomarker of exposure to arsenic: A review.Environmental research · 2021Pooled it
- Urban environment, health, and equity: A population-based study of symptoms and annoyances related to air pollution, traffic noise, and greenness.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Multiple maternal occupational exposures during pregnancy and newborn size at birth: analysis of the ELFE cohort, a French longitudinal study of children.Scandinavian journal of work, environment & health · 2026Article
- Advancing Long-Term Outdoor Air Pollution Exposure Assessment for Health Studies: Lessons from a Multinational Research Initiative.Current environmental health reports · 2026Review
- Robust environmental exposure pattern recognition and outlier detection with the open-source R package pcpr.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Improving Inference in Air Pollution Epidemiology: The Case for Rethinking Multipollutant Adjustment.Epidemiology (Cambridge, Mass.) · 2026Article
- Radiologic exposomics: imaging the environmental imprint on cancer for precision oncology.La Radiologia medica · 2026Review
- Chemical mixtures and birth weight: comparison of multipollutant models in the Maternal-Infant Research on Environmental Chemicals (MIREC) study.Environmental health : a global access science source · 2026Article
- Subgroup analyses and effect modification with Bayesian kernel machine regression.American journal of epidemiology · 2026Article
- Multiple-index interaction models to accommodate exposure grouping in environmental mixtures.Biometrics · 2026Article
- Expert perspectives on exposure-response functions for urban health policy: Lessons from a UBDPolicy workshop.Environmental research · 2026Review
- Investigation of Combined Toxic Metals, PFAS, Volatile Organic Compounds, and Essential Elements in Chronic Kidney Disease.Journal of xenobiotics · 2025Article
- Robust Statistical Approaches to Understanding the Causal Effect of Air Pollution Mixtures.Research report (Health Effects Institute) · 2025Article
- Essential and non-essential metals in children's intellectual functioning: A multi-media biomarker approach from a Mexico City birth cohort.Environmental research · 2025Article
- TREATMENT EFFECT HETEROGENEITY AND IMPORTANCE MEASURES FOR MULTIVARIATE CONTINUOUS TREATMENTS.The annals of applied statistics · 2025Article
- Mixture analysis identifies ozone as driving factor for child asthma symptoms.The journal of allergy and clinical immunology. Global · 2025Article
- Integrative Modeling of Urinary Metabolomics and Metal Exposure Reveals Systemic Impacts of Electronic Waste in Exposed Populations.Metabolites · 2025Article
43 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purpose of reviewThe purpose of this review is to describe the most recent statistical approaches to estimate the effect of multi-pollutant mixtures or multiple correlated exposures on human health. RECENT
findingsThe health effects of environmental chemicals or air pollutants have been widely described. Often, there exists a complex mixture of different substances, potentially highly correlated with each other and with other (environmental) stressors. Single-exposure approaches do not allow disentangling effects of individual factors and fail to detect potential interactions between exposures. In the last years, sophisticated methods have been developed to investigate the joint or independent health effects of multi-pollutant mixtures or multiple environmental exposures. A classification of the most recent methods is proposed. A non-technical description of each method is provided, together with epidemiological applications and operational details for implementation with standard software.
Indexed as
Identifiers
28988291What 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.