ArticleInternational journal of environmental research and public health2022
Leveraging Citizen Science and Low-Cost Sensors to Characterize Air Pollution Exposure of Disadvantaged Communities in Southern California.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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
16 citing papers in PubMed.
- Validation and Correction of PMACS environmental Au · 2026Article
- Citizen Science in Air Pollution Monitoring: Methodological Approaches, Effectiveness, and Integration with Health Research.Current environmental health reports · 2026Review
- Hourly PMACS ES&T air · 2026Article
- Improving Low-Cost Optical PM Sensor Accuracy in Humid Conditions via Aerosol Liquid Water Estimation Using U.S. EPA CSN Data.ACS ES&T air · 2026Article
- Environmental and social injustices impact dementia risk among older adults with end-stage kidney disease: a national registry study.Lancet regional health. Americas · 2025Article
- Four-year community-wide PMAtmospheric environment (Oxford, England : 1994) · 2025Article
- Air Sensor Network Analysis Tool: R-Shiny Application.Atmosphere · 2025Article
- The Role of Community Science in Addressing Policy Change: A Critical Review of Air Pollution Literature.Current environmental health reports · 2025Review
- A Systematic Study of Popular Software Packages and AI/ML Models for Calibrating In Situ Air Quality Data: An Example with Purple Air Sensors.Sensors (Basel, Switzerland) · 2025Article
- Impact of Warehouse Expansion on Ambient PMGeoHealth · 2024Article
- Targeting disparate spaces: new technology and old tools.Frontiers in public health · 2024Article
- Calibration of PurpleAir low-cost particulate matter sensors: model development for air quality under high relative humidity conditions.Atmospheric measurement techniques · 2024Article
- SchoolAIR: A Citizen Science IoT Framework Using Low-Cost Sensing for Indoor Air Quality Management.Sensors (Basel, Switzerland) · 2023Article
- California's zero-emission vehicle adoption brings air quality benefits yet equity gaps persist.Nature communications · 2023Article
- There's no smoke without fire!Cadernos de saude publica · 2023Article
- A Framework for Interfacing and Partnering with Environmental Justice Communities as a Prelude to Human Health and Hazard Identification in the Vulnerable Census Tracts of Columbus, Ohio.International journal of environmental research and public health · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Assessing exposure to fine particulate matter (PM
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.