Evidence map›Paper›PMID 35358226›Full record

ArticlePloS one2022

Publicly available data reveals association between asthma hospitalizations and unconventional natural gas development in Pennsylvania.

Anna Bushong, Thomas McKeon, Mary Regina Boland, Jeffrey Field

Erratum issuedAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. The public health impacts of mining in Australia.The Medical journal of Australia · 2025
    Pooled it
  2. Article
  3. Sociodemographic and Population Exposure to Upstream Oil and Gas Operations in Canada.International journal of environmental research and public health · 2024
    Article
  4. Article
  5. The human health effects of unconventional oil and gas development (UOGD): A scoping review of epidemiologic studies.Canadian journal of public health = Revue canadienne de sante publique · 2024
    Article
  6. Article
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Anna BushongBiology Program, Centre College, Danville, KY, United States of America.ORCID 0000-0002-4963-0578
Thomas McKeonCenter of Excellence in Environmental Toxicology, University of Pennsylvania, Philadelphia, PA, United States of America.ORCID 0000-0002-2999-9175
Mary Regina BolandCenter of Excellence in Environmental Toxicology, University of Pennsylvania, Philadelphia, PA, United States of America.
Jeffrey FieldDepartment of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, United States of America.ORCID 0000-0001-7161-7284

Funding

Translational Research Support CoreP30ES013508 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI Rebecca A Simmons · 2006 to 2026
$35.3M
Steer and trees summer research programsR25ES021649 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI FIELD, JEFFREY M · 2013 to 2022
$830k
NIEHS NIH HHS P30 ES013508NIEHS NIH HHS R25 ES021649
6 · The paper itself

Abstract

Since the early 2000s, unconventional natural gas development (UNGD) has rapidly grown throughout Pennsylvania. UNGD extracts natural gas using a relatively new method known as hydraulic fracturing (HF). Here we addressed the association of HF with asthma Hospitalization Admission Rates (HAR) using publicly available data. Using public county-level data from the Pennsylvania Department of Health (PA-DOH) and the Pennsylvania Department of Environmental Protection for the years 2001-2014, we constructed regression models to study the previously observed association between asthma exacerbation and HF. After considering multicollinearity, county-level demographics and area-level covariables were included to account for known asthma risk factors. We found a significant positive association between the asthma HAR and annual well density for all the counties in the state (3% increase in HAR attributable to HF, p<0.001). For a sensitivity analysis, we excluded urban counties (urban counties have higher asthma exacerbations) and focused on rural counties for the years 2005-2014 and found a significant association (3.31% increase in HAR attributable to HF in rural counties, p<0.001). An even stronger association was found between asthma hospitalization admission rates (HAR) and PM2.5 levels (7.52% increase in HAR attributable to PM2.5, p<0.001). As expected, asthma HAR was significantly higher in urban compared to rural counties and showed a significant racial disparity. We conclude that publicly available data at the county-level supports an association between an increase in asthma HAR and UNGD in rural counties in Pennsylvania.

Indexed as

AsthmaNatural GasHospitalizationHumansParticulate MatterPennsylvaniaNatural GasParticulate Matter

Identifiers

PMID35358226
PMCPMC8970380

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.