Evidence map›Paper›PMID 42761144›Full record

ArticleFrontiers in public health2026

Analysis of carbon fiber dust exposure status and related occupational health risk factors among workers during the molding process of carbon fiber products.

Andong Hu, Xiaojuan Zhong, Yi Rong, Yuanliang Wu, Cheng Liu, He Cao

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Andong HuShenzhen Longhua District Center for Disease Control and Prevention (Shenzhen Longhua District Health Supervision Institute), Shenzhen, Guangdong, China.
Xiaojuan ZhongShenzhen Longhua District Center for Disease Control and Prevention (Shenzhen Longhua District Health Supervision Institute), Shenzhen, Guangdong, China.
Yi RongShenzhen Longhua District Center for Disease Control and Prevention (Shenzhen Longhua District Health Supervision Institute), Shenzhen, Guangdong, China.
Yuanliang WuShenzhen Longhua District Center for Disease Control and Prevention (Shenzhen Longhua District Health Supervision Institute), Shenzhen, Guangdong, China.
Cheng LiuShenzhen Longhua District Center for Disease Control and Prevention (Shenzhen Longhua District Health Supervision Institute), Shenzhen, Guangdong, China.
He CaoShenzhen Longhua District Center for Disease Control and Prevention (Shenzhen Longhua District Health Supervision Institute), Shenzhen, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To analyze the exposure of workers to carbon fiber dust during the manufacturing process of carbon fiber products, and to assess the occupational health risk level and related risk factors among the exposed population. Methods: A total of 955 workers engaged in carbon fiber product molding positions from 30 carbon fiber manufacturing enterprises in Shenzhen were selected. All workers underwent testing for carbon fiber dust exposure. The exposure status of hazardous factors among workers exposed to carbon fiber dust was analyzed, and questionnaire surveys and scale assessments were conducted. The quantitative assessment results of the International Council on Mining and Metals (ICMM) occupational health risk assessment model for workers exposed to carbon fiber dust were analyzed, and groups were divided according to their ICMM occupational health risk levels. Variables were screened via LASSO regression, followed by the construction of a binary Logistic regression model to analyze risk factors associated with occupational health risks among workers exposed to carbon fiber dust. Results: Carbon fiber dust exposure was identified in 8.38% of employees, and the number of exposed employees varied significantly across different posts (P < 0.05). Per the ICMM occupational health risk assessment for workstations with carbon fiber dust-exposed employees, there were 3 cases of tolerable occupational health risk, 36 potential risk cases, 37 high-risk cases, 2 very high-risk cases, and 2 intolerable risk cases. A total of 5 variables were screened out by LASSO regression, regression analysis revealed that risk factors contributing to elevated occupational health risks among carbon fiber dust-exposed employees included years of prior frontline manufacturing work (OR = 5.018, 95% CI = 2.728-9.231) and employment in grinding workshops (OR = 3.111, 95% CI = 1.123-8.624). Protective factors against such risks encompassed high awareness of occupational disease prevention (OR = 0.739, 95% CI = 0.595-0.919) and college or bachelor's educational attainment (OR = 0.131, 95% CI = 0.024-0.699). Conclusion: Workers engaged in carbon fiber product molding face a certain risk of carbon fiber dust exposure. The occupational health risks of employees exposed to carbon fiber dust are associated with years of prior frontline work, educational background, personal protective behaviors, and other relevant factors.

Indexed as

Air Pollutants, OccupationalCarbon FiberDustOccupational DiseasesOccupational ExposureAdultChinaFemaleHumansMaleManufacturing IndustryMiddle AgedRisk AssessmentRisk FactorsAir Pollutants, OccupationalCarbon FiberDustcarbon fiber productsdustoccupational exposureoccupational healthrisk factors

Identifiers

PMID42761144
PMCPMC13585707

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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.