Evidence map›Paper›PMID 34516617›Full record

ArticleAnnals of work exposures and health2022

Using Real-Time Area VOC Measurements to Estimate Total Hydrocarbons Exposures to Workers Involved in the Deepwater Horizon Oil Spill.

Gurumurthy Ramachandran, Caroline P Groth, Tran B Huynh, Sudipto Banerjee, Patricia A Stewart, Lawrence S Engel, Richard K Kwok, Dale P Sandler, Mark Stenzel

Erratum issuedOpen access · greenAbstract read
In one paragraph

Article in Annals of work exposures and health, 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 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
0.8field-weighted citation impact, top 34% of its field
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

22 citing papers in PubMed, 25 citations in OpenAlex.

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  15. Exposure Group Development in Support of the NIEHS GuLF Study.Annals of work exposures and health · 2022
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 7 institutions in 1 country.

Gurumurthy RamachandranDepartment of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolfe Street, Baltimore, MD 21205, USA.ORCID 0000-0001-9869-284X
Caroline P GrothDepartment of Epidemiology and Biostatistics, WVU School of Public Health, West Virginia University, One Medical Center Drive, Morgantown, WV 26506, USA.
Tran B HuynhDepartment of Environmental and Occupational Health, Dornsife School of Public Health, Drexel University, 3215 Market Street, Philadelphia, PA 19104, USA.
Sudipto BanerjeeDepartment of Biostatistics, UCLA Fielding School of Public Health, University of California-Los Angeles, 650 Charles E. Young Drive, Los Angeles, CA 90095, USA.
Patricia A StewartStewart Exposure Assessments, LLC, 6045 N 27th Street, Arlington, VA 22207, USA.
Lawrence S EngelEpidemiology Branch, National Institute of Environmental Health Sciences, 111 T.W. Alexander Drive-MD A3-05, Research Triangle Park, NC 27709, USA.
Richard K KwokEpidemiology Branch, National Institute of Environmental Health Sciences, 111 T.W. Alexander Drive-MD A3-05, Research Triangle Park, NC 27709, USA.ORCID 0000-0002-6794-8360
Dale P SandlerEpidemiology Branch, National Institute of Environmental Health Sciences, 111 T.W. Alexander Drive-MD A3-05, Research Triangle Park, NC 27709, USA.ORCID 0000-0002-6776-0018
Mark StenzelExposure Assessment Applications, LLC, 6045 N 27th Street, Arlington, VA 22207, USA.ORCID 0000-0001-7840-234X
Drexel University · USJohns Hopkins University · USNational Institute of Environmental Health Sciences · USOffice of the Director · USUniversity of California, Los Angeles · USUniversity of North Carolina at Chapel Hill · USWest Virginia University · US

Funding

Gulf Longitudinal Follow-up (GuLF) Worker StudyZIAES102945 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI SANDLER, DALE P · 2010 to 2025
$15.3M
Hierarchical Modeling and Analysis for Large Spatially and Temporally Misaligned Data in Environmental Health ApplicationsR01ES027027 · NIEHS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI BANERJEE, SUDIPTO · 2017 to 2021
$1.7M
Flexible Bayesian Hierarchical Models for Estimating Inhalation ExposuresR01ES030210 · NIEHS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI BANERJEE, SUDIPTO · 2019 to 2022
$1.6M
ACL HHS K01OH011191NIEHS NIH HHS R01 ES027027NIEHS NIH HHS R01 ES030210NIEHS NIH HHS Z01 ES102945NIOSH CDC HHS K01 OH011191
6 · The paper itself

Abstract

Even though the Deepwater Horizon oil spill response and clean-up (OSRC) had one of the largest exposure monitoring efforts of any oil spill, a number of exposure groups did not have sufficient personal data available or there were gaps in days measured to adequately characterize exposures for the GuLF STUDY, an epidemiologic study investigating the health of the OSRC workers. Area measurements were available from real-time air monitoring instruments and used to supplement the personal exposure measurements.

objectivesThe objective was to present a method that used real-time volatile organic compounds (VOCs) area measurements transformed to daily total hydrocarbons (THC) time-weighted averages (TWAs) to supplement THC personal full-shift measurements collected using passive charcoal badges. A second objective was to develop exposure statistics using these data for workers on vessels piloting remotely operated vehicle (ROV) vessels and other marine vessels (MVs) not at the job title level, but at the vessel level.

methodsFrom hourly vessel averages derived from ~26 million real-time VOC measurements, we estimated full-shift VOC TWAs. Then, we determined the relationship between these TWAs and corresponding full-shift THC personal measurements taken on the same vessel-day. We used this relationship to convert the full-shift VOC measurements to full-shift 'THC' TWA estimates when no personal THC measurements existed on a vessel-day. We then calculated arithmetic means (AMs) and other statistics of THC exposures for each vessel.

resultsThe VOC-derived estimates substantially supplemented the THC personal measurements, with the number of vessel-days for which we have exposure estimates increasing by ~60%. The estimates of the AMs are some of the highest observed in the GuLF STUDY. As expected, the AMs decreased over time, consistent with our findings on other vessels.

conclusionsDespite the inherent limitations of using real-time area measurements, we were able to develop additional daily observations of personal THC exposures for workers on the ROV vessels and other MVs over time. The estimates likely resulted in more representative estimates of the AMs in the GuLF STUDY. The method used here can be applied in other occupational settings and industries for personal exposure estimation where large amounts of area measurements and more limited numbers of personal measurements are available.

Indexed as

Occupational ExposurePetroleum PollutionVolatile Organic CompoundsHumansHydrocarbonsHydrocarbonsVolatile Organic CompoundsDeepwater Horizonlinear regressionreal-time area measurementstotal hydrocarbonsvolatile organic compounds

Identifiers

PMID34516617
PMCPMC8989043
OpenAlexW3199786377

What OpenQuestion holds

Textmetadata
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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.