Evidence map›Paper›PMID 37901719›Full record

ArticleAtmospheric environment (Oxford, England : 1994)2023

Evaluation of Calibration Approaches for Indoor Deployments of PurpleAir Monitors.

Kirsten Koehler, Megan Wilks, Tim Green, Ana M Rule, Misti L Zamora, Colby Buehler, Abhirup Datta, Drew R Gentner, Nirupama Putcha, Nadia N Hansel and 3 more

Abstract read
In one paragraph

Article in Atmospheric environment (Oxford, England : 1994), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. TracMyAir smartphone application for modeling exposures to PMThe Science of the total environment · 2025
    Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Kirsten KoehlerDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Megan WilksDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Tim GreenDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Ana M RuleDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Misti L ZamoraDepartment of Public Health Sciences UConn School of Medicine, University of Connecticut Health Center, Farmington, CT, USA.
Colby BuehlerChemical and Environmental Engineering, Yale University, New Haven, CT, USA.
Abhirup DattaDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Drew R GentnerChemical and Environmental Engineering, Yale University, New Haven, CT, USA.
Nirupama PutchaDepartment of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Nadia N HanselDepartment of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Gregory D KirkDepartment of Epidemiology and Medicine, Johns Hopkins University, Baltimore, MD, USA.
Sarath RajuDepartment of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Meredith McCormackDepartment of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.

Funding

Study of HIV Infection in the Etiology of Lung Disease (SHIELD) AIR: Air Pollution Impact on Respiratory Health in HIVR01HL154860 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI KIRK, GREGORY D, MCCORMACK, MEREDITH C · 2020 to 2024
$5.4M
Translation CoreP2CES033415 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI Kirsten Anne Koehler, MEREDITH C MCCORMACK · 2022 to 2026
$4.8M
OMEGA COPD TrialR01HL158615 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI HANSEL, NADIA N · 2021 to 2025
$3.9M
The Environmental Assessments Core (FSC)P50MD010431 · NIMHD · JOHNS HOPKINS UNIVERSITY · PI MATSUI, ELIZABETH C. · 2015 to 2019
$3.5M
Environmental Determinants of Sleep Disparities and the Consequences for Low Income Children with AsthmaR01HL152419 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI MCCORMACK, MEREDITH C · 2021 to 2025
$3.5M
Motivational interviewing and air cleaners for smokers with COPD (MOVE COPD)R01ES029512 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI HANSEL, NADIA N · 2018 to 2022
$3.3M
The Home Environment and Re-hospitalization in COPD study (HEAR COPD)R01ES029999 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI PUTCHA, NIRUPAMA · 2019 to 2023
$3.2M
Statistical methods for air-pollution studies using low-cost monitorsR01ES033739 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI Abhirup Datta · 2022 to 2026
$1.3M
Impacts of modifiable factors on personal exposures and acute healthR00ES029116 · NIEHS · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI ZAMORA, MISTI LEVY · 2022 to 2024
$747k
EPA R835871NHLBI NIH HHS R01 HL152419NHLBI NIH HHS R01 HL154860NHLBI NIH HHS R01 HL158615NIEHS NIH HHS P2C ES033415NIEHS NIH HHS R00 ES029116NIEHS NIH HHS R01 ES029512NIEHS NIH HHS R01 ES029999NIEHS NIH HHS R01 ES033739NIMHD NIH HHS P50 MD010431
6 · The paper itself

Abstract

Low-cost air quality monitors are growing in popularity among both researchers and community members to understand variability in pollutant concentrations. Several studies have produced calibration approaches for these sensors for ambient air. These calibrations have been shown to depend primarily on relative humidity, particle size distribution, and particle composition, which may be different in indoor environments. However, despite the fact that most people spend the majority of their time indoors, little is known about the accuracy of commonly used devices indoors. This stems from the fact that calibration data for sensors operating in indoor environments are rare. In this study, we sought to evaluate the accuracy of the raw data from PurpleAir fine particulate matter monitors and for published calibration approaches that vary in complexity, ranging from simply applying linear corrections to those requiring co-locating a filter sample for correction with a gravimetric concentration during a baseline visit. Our data includes PurpleAir devices that were co-located in each home with a gravimetric sample for 1-week periods (265 samples from 151 homes). Weekly-averaged gravimetric concentrations ranged between the limit of detection (3 μg/m

Indexed as

calibrationexposure assessmentfine particulate matterindoor air qualitylow-cost sensorsPurpleAir

Identifiers

PMID37901719
PMCPMC10609655

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

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.