Evidence map›Paper›PMID 40864873›Full record

ArticleJournal of occupational and environmental hygiene2025

Quantitative headform fit evaluation and predictive modeling to assist with selecting N95 filtering facepiece respirators to mitigate respiratory hazards.

Brooke Vollmer, Michael S Bergman, Harold Boyles, Jordan Meyers, Nora Y Payne, Jonisha Pollard, Ziqing Zhuang

Abstract read
In one paragraph

Article in Journal of occupational and environmental hygiene, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Brooke VollmerNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0001-5894-1469
Michael S BergmanNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0002-2742-6197
Harold BoylesNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0002-1454-8355
Jordan MeyersNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0001-5866-5919
Nora Y PayneNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0003-4935-6465
Jonisha PollardNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0001-9282-9120
Ziqing ZhuangNational Personal Protective Technology Laboratory, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Pittsburgh, Pennsylvania.ORCID 0000-0002-0771-5274

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

Ensuring that respiratory protection is effective for all can be difficult if limited resources are available to assist with selecting a well-fitting respirator model and user guidance. To better understand how various N95

Indexed as

N95 RespiratorsOccupational ExposureRespiratory Protective DevicesEquipment DesignFaceHumansLogistic ModelsManikinsNational Institute for Occupational Safety and Health, U.S.United StatesFiltering facepiece respiratorN95NIOSH Approved N95respirator fitrespirator selection

Identifiers

PMID40864873
PMCPMC12885104

What OpenQuestion holds

Textmetadata
LicenceTDM
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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.