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Coexposure of French workers to night and/or shift work and chemical substances. 法国工人夜间和/或轮班工作与化学物质的共同暴露。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf082
Cassandra Barbey, Laurence Weibel, Frédéric Clerc

Workers in various sectors can be exposed to multiple occupational hazards, including chemical substances and night or shift work. However, the health effects of such coexposures remain largely unexplored, and we lack data on the individuals concerned. This study aimed to quantify the number of French workers coexposed to chemical substances and night or shift work and provide statistical indicators for each sector and occupation. The analysis was based on data from the 2010 and 2017 SUMER surveys, which assessed occupational exposure in a representative sample of French workers. These data were crossed with workforce estimates from the French National Statistics Institute (INSEE) to estimate the total number of workers exposed. Four groups were defined on the basis of work schedules: (i) shift work without night work, (ii) shift work with night work, (iii) permanent night work (without shift work), and (iv) day work. The prevalence of chemical exposure in these groups was compared based on descriptive statistics. Of a total of 26.8 million French workers, about 6.5 million are exposed to night and/or shift work, with a higher prevalence among men (4.2 million) than women (2.3 million). The proportion of workers who were also exposed to at least one chemical substance was significantly higher among night or shift workers (36% to 49%) than among day workers (26%). The sectors most affected were healthcare, transport, construction, and manufacturing. Common chemicals included disinfectants (alcohols, quaternary ammonium compounds, and bleach), diesel exhaust, and industrial lubricants. Our results highlight the extent of coexposure to chemical substances and night or shift work among French workers. Given the potential health risks, particularly in the healthcare and industrial sectors, preventive measures should be implemented. Future research should investigate the long-term health effects associated with these combined occupational risk factors.

各个部门的工人可能面临多种职业危害,包括化学物质和夜班或轮班工作。然而,这种共同接触对健康的影响在很大程度上仍未得到探索,而且我们缺乏有关个人的数据。本研究旨在量化同时暴露于化学物质和夜班或轮班工作的法国工人的数量,并为每个部门和职业提供统计指标。该分析基于2010年和2017年SUMER调查的数据,该调查评估了法国工人代表性样本的职业暴露情况。这些数据与法国国家统计局(INSEE)的劳动力估计相结合,以估计受辐射的工人总数。根据工作时间表定义了四组:(i)没有夜班的轮班工作,(ii)有夜班的轮班工作,(iii)永久夜班工作(没有轮班工作),(iv)白班工作。根据描述性统计比较了这些群体中化学物质暴露的流行程度。在总共2680万法国工人中,约有650万人从事夜班和/或轮班工作,其中男性(420万)的患病率高于女性(230万)。同时暴露于至少一种化学物质的工人比例在夜班工人中(36%至49%)明显高于白班工人(26%)。受影响最大的行业是医疗保健、运输、建筑和制造业。常见的化学物质包括消毒剂(醇、季铵化合物和漂白剂)、柴油废气和工业润滑剂。我们的研究结果突出了法国工人共同暴露于化学物质和夜班或轮班工作的程度。鉴于潜在的健康风险,特别是在保健和工业部门,应采取预防措施。未来的研究应调查与这些综合职业风险因素相关的长期健康影响。
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引用次数: 0
Recommended flow rate of the aluminum cyclone for improved exposure assessment. 改进暴露评估的铝旋流器推荐流量。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf075
Sena Yang, Martin Harper, Emanuele Cauda, Taekhee Lee

Samples of the respirable fraction of airborne particles to which workers are exposed are an important component of many health protection programs, especially in those workplaces where there is a risk of health problems from exposure to respirable crystalline silica. The most common technique for size-selection of the respirable dust fraction is to use a miniature cyclone preselector, many of which are based on the "Higgens-Dewell" (HD) design. A variant of the HD cyclone, commonly referred to as the "aluminum (or aluminium) cyclone," was developed in Scandinavia. Early work showed that a flow rate of 2.2 l min-1 would be appropriate to meet the size-separation convention standardized under the International Organization for Standardization (ISO), while a later, non-peer-reviewed study suggested 2.5 l min-1 and this flow rate is currently recommended by the manufacturers. The International Sampler Comparison Group is working on revising the European Standard EN13205 on sampler performance testing for consideration as an ISO standard. In this work, 5 aluminum cyclone units were tested at 2.5 l min-1 and the cyclones were further tested at 2.3 and 2.2 l min-1 to determine the optimal flow rate. While the flow rate of 2.3 l min-1 had the lowest overall mean bias, a flow rate of 2.2 l min-1 gave bias <±10% over the whole area of size distributions of interest. This supports earlier findings and suggests that 2.2 l min-1 is the most accurate flow rate for sampling with the aluminum cyclone. However, 2.3 l min-1 also meets the specification of EN13205 in that the area of bias >±10% is minimal. The consequence of continuing to use the aluminum cyclone at 2.5 l min-1 is an underestimate of respirable particles when compared with the ISO convention.

工人接触到的空气中可吸入颗粒的样本是许多健康保护计划的重要组成部分,特别是在那些有暴露于可吸入结晶二氧化硅的健康问题风险的工作场所。可吸入粉尘组分的尺寸选择最常用的技术是使用微型旋风预选器,其中许多是基于“希根斯-德威尔”(HD)设计。HD气旋的一个变体,通常被称为“铝(或铝)气旋”,是在斯堪的纳维亚发展起来的。早期的研究表明,2.2 l min-1的流速适合满足国际标准化组织(ISO)的尺寸分离标准,而后来的一项非同行评审的研究建议2.5 l min-1,这是目前制造商推荐的流速。国际取样器比较小组正在修订取样器性能测试的欧洲标准EN13205,以考虑作为ISO标准。在本工作中,对5个铝制旋风装置进行了2.5 l min-1的试验,并对旋风装置进行了2.3和2.2 l min-1的试验,以确定最佳流量。虽然2.3 l min-1的流量具有最低的总体平均偏差,但2.2 l min-1的流量给偏差±10%是最小的。与ISO公约相比,继续使用2.5 l min-1的铝旋风的后果是低估了可吸入颗粒。
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引用次数: 0
Quantifying and improving performance of a low-cost PM sensor used for occupational hygiene applications. 量化和改进用于职业卫生应用的低成本PM传感器的性能。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxag001
Sander Ruiter, Eelco Kuijpers, Susan Peters, Miranda Loh, Anjoeka Pronk

Low-cost particulate matter (PM) sensors are useful for measuring exposure to hazardous particles in the workplace but show different levels of structural under- or overestimation (ie bias) and random variation (ie error) for different types of particles. Traditional calibration methods that are based on comparing with reference measurements can improve sensor performance but require substantial quantities of reference measurements, which may be infeasible to collect when sensors are used in many different situations. This study aimed to quantify sensor performance in different occupational situations and compare methods for improving performance without requiring reference measurements. Sensor measurements with paired reference measurements for particle number (n = 253) and mass (n = 33) concentrations were collected for 6 situations, where particles were assumed to consist of primarily cinnamon, flour, quartz, spruce wood, varnish, or welding fumes. Absolute and relative bias and error were calculated for sensor-reported measurements and 4 methods to calculate mass concentrations from particle number counts. Methods included a literature-derived calibration model and 3 physics-based algorithms that included combinations of particle size, density, and shape. For particle number concentrations, the highest relative bias was observed for the smallest size bin (0.3 to 0.5 µm). PM2.5 mass concentrations were underestimated by 72% compared to reference respirable dust measurements. This underestimation was reduced to 4.5% by recalculating mass from particle number concentrations, assuming uniform particle density and shape and attributing size fractions according to the respirable dust convention. Including particle-specific density and shape showed minor additional changes in overall bias (4.4% overestimation) but halved relative bias for 4 situations. Error was comparable for sensor-reported and recalculated mass concentrations (SD ranging from 93% to 106%) but differed between situations. This study addresses challenges in sensor performance in occupational settings. It shows that recalculating mass from particle counts can reduce bias without extensive reference measurements. This practical approach enhances sensor accuracy, aiding in better monitoring and managing hazardous particle exposure, ultimately improving occupational health.

低成本颗粒物(PM)传感器可用于测量工作场所中有害颗粒的暴露,但对不同类型的颗粒显示出不同程度的结构性低估或高估(即偏差)和随机变化(即误差)。传统的基于与参考测量值比较的校准方法可以提高传感器的性能,但需要大量的参考测量值,当传感器在许多不同的情况下使用时,这些测量值可能无法收集。本研究旨在量化传感器在不同职业情况下的性能,并比较在不需要参考测量的情况下提高性能的方法。传感器测量了6种情况下的粒子数(n = 253)和质量(n = 33)浓度的成对参考测量,其中粒子被假设主要由肉桂、面粉、石英、云杉木、清漆或焊接烟雾组成。计算了传感器报告的测量值和4种通过粒子数计算质量浓度的方法的绝对和相对偏差和误差。方法包括基于文献的校准模型和3种基于物理的算法,包括颗粒大小、密度和形状的组合。对于颗粒数浓度,最小尺寸的容器(0.3至0.5µm)的相对偏差最大。与参考呼吸性粉尘测量值相比,PM2.5质量浓度被低估了72%。假设颗粒密度和形状均匀,并根据呼吸性粉尘惯例归因大小分数,通过从颗粒数浓度重新计算质量,将这一低估减少到4.5%。包括颗粒比密度和形状显示了总体偏差的轻微额外变化(高估4.4%),但在4种情况下相对偏差减半。传感器报告的质量浓度和重新计算的质量浓度误差相当(SD范围从93%到106%),但在不同情况下存在差异。本研究解决了职业环境中传感器性能的挑战。它表明,从粒子计数中重新计算质量可以减少偏差,而不需要大量的参考测量。这种实用的方法提高了传感器的准确性,有助于更好地监测和管理有害颗粒暴露,最终改善职业健康。
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引用次数: 0
Influence of seasonal, technical, and lithological parameters on exposure to dust and crystalline silica in the French natural stone industry. 季节、技术和岩性参数对法国天然石材工业中粉尘和结晶二氧化硅暴露的影响。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf086
Adrien Rizza, Tristan Pestre, Olivier Cheze, Olivier Dufaud, Dominique Thomas

European directives play a key role in establishing occupational exposure limit values within the European Union. Directive 98/24/EC and national regulations, such as French Decree 2021-1763, have recently introduced strict limits for exposure to non-specific dust, significantly impacting sectors such as natural stone processing. This study analyzes workers' exposure to inhalable and respirable dust across 8 representative industrial facilities in France, focusing on granite, hard limestone, soft limestone, and sandstone. Measurements were conducted to quantify exposure levels across 5 different processes, considering key parameters such as seasonal variations, wet and dry processes, as well as dust reduction measures. Results show significant seasonal fluctuations, with higher exposures in summer, particularly during granite finishing work, where inhalable dust concentrations exceeded regulatory thresholds by up to 120 times. Wet processes demonstrated effective dust reduction, decreasing concentrations by more than 90% compared to dry methods. However, exposure to crystalline silica frequently exceeds regulatory limits, highlighting a persistent health risk for workers. The study also assessed the effectiveness of technical devices, such as suction booths and water curtains, as well as the impact of wearing a mask on occupational exposure. If suction booths and hoses have proven to be highly effective, their performance remains limited during high-emission operations. In that case and in the absence of adequate engineering controls, filtering facepiece (FFP3) masks would be appropriate.

欧洲指令在欧盟内建立职业接触限值方面起着关键作用。指令98/24/EC和国家法规,如法国法令2021-1763,最近对非特定粉尘的暴露进行了严格限制,对天然石材加工等行业产生了重大影响。本研究分析了法国8个代表性工业设施的工人接触可吸入性和可呼吸性粉尘的情况,重点是花岗岩、硬石灰岩、软石灰岩和砂岩。考虑到季节变化、干湿工艺以及减少粉尘措施等关键参数,进行了测量,以量化5种不同工艺的暴露水平。结果显示出明显的季节性波动,夏季暴露量较高,特别是在花岗岩整理工作期间,可吸入粉尘浓度超过规定阈值高达120倍。湿法工艺证明了有效的粉尘减少,与干燥方法相比,浓度降低了90%以上。然而,接触结晶二氧化硅经常超过监管限制,突出了工人的持续健康风险。该研究还评估了技术设备的有效性,如吸入室和水帘,以及戴口罩对职业暴露的影响。即使抽吸室和软管已被证明是非常有效的,但在高排放作业中,它们的性能仍然有限。在这种情况下,在缺乏足够的工程控制的情况下,过滤面罩(FFP3)将是合适的。
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引用次数: 0
Silicosis and the limitations of the Global Burden of Disease Study: a critical reflection on modelling estimates in low- and middle-income countries. 矽肺病与全球疾病负担研究的局限性:对低收入和中等收入国家建模估计的批判性反思。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf085
Samuel Hatfield, Patrick Howlett, Rodney Ehrlich

Extractive operations are expanding in low- and middle-income countries (LMICs), resulting in a growing burden of silicosis. Given the need to promote knowledge and awareness of this disease, we are concerned by uncritical use of data reported by the Global Burden of Disease (GBD) project. We find that the outputs of the GBD for silicosis in LMICs conflict with recent available empirical data, including our research experience in mining cohorts, suggesting substantial underestimation in these countries. We attribute this, inter alia, to generic utilization of country vital statistics and misalignment of the models with industrial and occupational predictors of silicosis. Scarcity of data for model inputs and empirical silicosis estimates remains a serious barrier to accurate modelling. However, over-reliance on complex modelling tools can produce unintended consequences for public health policy and discourse. Collaborative global and country surveillance of silicosis is needed, aided by the expansion of newly available low-cost screening technology.

在低收入和中等收入国家(LMICs),采掘业务不断扩大,导致矽肺病负担日益加重。鉴于有必要促进对这种疾病的认识和认识,我们对不加批判地使用全球疾病负担(GBD)项目报告的数据感到关切。我们发现,中低收入国家矽肺病GBD的产出与最近可用的经验数据相冲突,包括我们对采矿队列的研究经验,表明这些国家的矽肺病被严重低估。除其他外,我们将此归因于国家生命统计数据的普遍使用以及模型与矽肺的工业和职业预测因子的不一致。模型输入和经验矽肺估计数据的缺乏仍然是准确建模的严重障碍。然而,过度依赖复杂的建模工具可能会对公共卫生政策和话语产生意想不到的后果。需要在扩大新获得的低成本筛查技术的帮助下,对矽肺病进行全球和国家合作监测。
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引用次数: 0
An introduction to BASIC Guide: human biomonitoring and surveillance of chemical exposure in occupational settings. 基本指南简介:职业环境中人体生物监测和化学品暴露监测。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf074
Maryam Zare Jeddi, Kate Jones, Elizabeth Leese, Silvia Fustinoni, Karen S Galea, Tiina Santonen, Simo P Porras, Nancy B Hopf, Thomas Göen, Michael Bader, Giovanna Tranfo, Adrian Tristram, Ivo Iavicoli, Veruscka Leso, Holger M Koch, Robert Pasanen-Kase, Peter J Boogaard, Renaud Persoons, Marta Esteban-López, Steven Verpaele, Konstantinos M Kasiotis, Kyriaki Machera, Mariella Carrieri, Nicole Palmen, Radu-Corneliu Duca, An van Nieuwenhuyse, Melissa Gonzales, Erin N Haynes, Susana Viegas, Jos Bessems, Konstantinos C Makris, Alison Connolly, João Paulo Teixeira, Ming Kei Chung, Patrick J Parsons, Eva Kumar, Elizabeth Ziying Lin, Jihyon Kil, Jung-Hwan Kwon, Ana Maria Tavares, Ana Maria Vekic, Gustavo Souza, Paul T J Scheepers

Human biomonitoring (HBM) complements air and surface measurements by integrating exposure from all routes and sources, strengthening occupational exposure assessment and control. In occupational settings, HBM can quantify exposure during routine work and nonroutine activities, evaluate controls, investigate incidents (potential overexposures), and support medical surveillance. To use HBM to its full potential, occupational health and safety professionals (OHPs) should adopt harmonized biomonitoring approaches reflecting best practice. This short communication presents the BASIC Guide series (Human Biomonitoring and Surveillance of Chemical Exposure in Occupational Settings), initiated by the International Society of Exposure Science Human Biomonitoring working group (ISES Europe HBM WG) as an integral part of the HBM Global Network. These chemical-specific practical documents operationalize the OECD (Organisation for Economic Co-operation and Development) occupational biomonitoring guidance, supporting the consistent implementation of exposure biomonitoring programs. Each BASIC Guide provides clear instructions on biomarker selection, sample handling, analytical methods, quality assurance, and result interpretation and communication. By translating international frameworks into actionable protocols, the BASIC Guides improve reproducibility and regulatory alignment in occupational HBM and enable more defensible exposure assessments worldwide.

人体生物监测(HBM)通过整合所有途径和来源的暴露,加强职业暴露评估和控制,补充了空气和地面测量。在职业环境中,HBM可以量化日常工作和非常规活动中的暴露,评估控制,调查事件(潜在的过度暴露),并支持医疗监测。为了充分发挥HBM的潜力,职业健康和安全专业人员(ohp)应采用反映最佳做法的统一生物监测方法。本简短通讯介绍了BASIC指南系列(职业环境中化学品暴露的人类生物监测和监测),由国际暴露科学学会人类生物监测工作组(ISES Europe HBM WG)发起,作为HBM全球网络的组成部分。这些特定化学品的实用文件将经济合作与发展组织(OECD)职业生物监测指南付诸实施,支持暴露生物监测计划的一致实施。每个BASIC指南对生物标志物的选择、样品处理、分析方法、质量保证以及结果解释和沟通提供了明确的说明。通过将国际框架转化为可操作的协议,BASIC指南提高了职业HBM的可重复性和监管一致性,并在全球范围内实现了更具防御性的暴露评估。
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引用次数: 0
Development of Korean CARcinogen EXposure: 2020 update on IARC group 1 carcinogens. 韩国致癌物暴露的发展:国际癌症研究机构1类致癌物的2020年更新。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf079
Dong-Hee Koh, Sangjun Choi, Ju-Hyun Park, Sang-Gil Lee, Hwan-Cheol Kim, Inah Kim, Jeehee Min, Yujin Kim, Jihye Lee, Dong-Uk Park

Objectives: The Korean CARcinogen EXposure (K-CAREX) project previously assessed occupational exposure to 20 International Agency for Research on Cancer (IARC) Group 1 carcinogens in 2010. This study updated K-CAREX to reflect exposure data from 2020.

Methods: We selected 20 IARC Group 1 carcinogens for this update. Reference exposure prevalence estimates were calculated using 3 nationwide occupational databases: the Work Environment Measurement Database (WEMD), the Special Health Examination Database (SHED), and the Work Environment Condition Survey (WECS). Among 37 industrial hygienists from the previous study, 26 participated again, providing exposure estimates after reviewing reference estimates from the 3 data sources. The median of their estimates was used as the final exposure prevalence. The number of exposed workers was calculated by multiplying the final exposure prevalence by the 2020 national census data for each carcinogen and industry. Exposure intensity ratings were also estimated using the WEMD.

Results: Exposure prevalence and the number of exposed workers were estimated for 20 carcinogens across 232 industries. For example, in the "manufacture of basic chemicals" industry, benzene exposure prevalence was estimated at 9%, with 3,833 workers exposed and an exposure intensity rating of 2. The largest exposed population was to welding fumes (266,965 workers), followed by crystalline silica (246,807 workers), nickel (191,258 workers), and mineral oil mist (179,305 workers).

Conclusions: This updated data offers valuable insights into occupational carcinogen exposure, supporting cancer prevention efforts and future epidemiological studies.

目的:韩国致癌物暴露(K-CAREX)项目先前在2010年评估了20种国际癌症研究机构(IARC) 1类致癌物的职业暴露。这项研究更新了K-CAREX,以反映2020年以来的暴露数据。方法:我们选择了20种IARC 1组致癌物进行更新。参考暴露流行率估计值采用3个全国性职业数据库:工作环境测量数据库(WEMD)、特殊健康检查数据库(SHED)和工作环境状况调查(WECS)。在先前研究的37名工业卫生学家中,26名再次参与,在审查了来自3个数据源的参考估计后提供了暴露估计。他们的估计值的中位数被用作最终暴露流行率。暴露工人的数量是通过将最终暴露率乘以每种致癌物和行业的2020年全国人口普查数据来计算的。使用WEMD也估计了暴露强度等级。结果:估计了232个行业中20种致癌物的暴露率和暴露工人人数。例如,在“基础化学品制造”行业,苯暴露率估计为9%,有3,833名工人暴露,暴露强度等级为2。最大的暴露人群是焊接烟雾(266,965名工人),其次是结晶二氧化硅(246,807名工人),镍(191,258名工人)和矿物油雾(179,305名工人)。结论:这一最新数据为职业致癌物暴露提供了有价值的见解,支持癌症预防工作和未来的流行病学研究。
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引用次数: 0
Addressing health and safety issues in museums: collaborative teaching between occupational and environmental health sciences and museum studies programs. 解决博物馆的健康和安全问题:职业和环境健康科学与博物馆研究项目之间的合作教学。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf064
Mark Wilson, Holly Cusack-McVeigh

Students enrolled in Occupational and Environmental Health Sciences (OEHS) programs complete a specific curriculum designed to provide students with technical knowledge of industrial hygiene practices. Practical experience in occupational health and safety may depend upon a student's ability to secure internships, but students can benefit from the more thorough integration of practical experience into their academic training. This case study highlights how, through a variety of partnerships, a series of unique experiences related to occupational health and safety in museums were created for OEHS students to apply the health and safety knowledge learned in the classroom to a real-world setting. Students gained both technical and interpersonal skills through these activities and provided services and learning opportunities for museum studies students and museum personnel.

参加职业与环境健康科学(OEHS)课程的学生完成了专门的课程,旨在为学生提供工业卫生实践的技术知识。职业健康和安全方面的实践经验可能取决于学生获得实习的能力,但学生可以从更彻底地将实践经验融入学术培训中受益。本案例研究强调了如何通过各种合作伙伴关系,为职业健康与安全学生创造了一系列与博物馆职业健康与安全相关的独特体验,以便将课堂上学到的健康与安全知识应用于现实世界。学生们通过这些活动获得了技术和人际交往能力,并为博物馆专业的学生和博物馆工作人员提供了服务和学习机会。
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引用次数: 0
Implementing generative pretrained transformer models for text recognition tasks in safety data sheets. 为安全数据表中的文本识别任务实现生成式预训练变压器模型。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf081
Floris Pekel, Gino Kalkman, Erik Lemcke, Robin van Stokkum, Anjoeka Pronk, Lode Godderis, Janne Goossens, Hilde De Raeve, Eddy Coene, Eelco Kuijpers

Workplaces handling chemicals require an up-to-date and comprehensive assessment of the potential risks for their workforce. Online safety data sheets (SDSs) inventories provide adequate information to perform risk assessments. However, current practices that manually import information from SDSs into the online inventories are time-consuming, leading to delayed or inadequate risk assessments. This study presents a pipeline using large language models (LLMs) to automate the extraction and management of data from SDSs to online chemical inventories. The pipeline achieved an average accuracy of 0.83 in (close to precisely) extracting multiple variables of interest, such as company name, product name, and hazard statements, in comparison to manually extracting these variables. Overall, this pipeline illustrates the ability of LLM tools to automate SDS inventory management and thereby support the possibility to perform up-to-date risk assessments and evaluation tasks on the work floor, ultimately contributing to occupational safety.

处理化学品的工作场所需要对其工作人员的潜在风险进行最新的全面评估。在线安全数据表(SDSs)清单为进行风险评估提供了充分的信息。然而,目前手工从sds导入信息到在线清单的做法非常耗时,导致延迟或不充分的风险评估。本研究提出了一个使用大型语言模型(llm)的管道,以自动提取和管理从sds到在线化学品清单的数据。与手动提取这些变量相比,管道提取感兴趣的多个变量(如公司名称、产品名称和危险声明)的平均准确率为0.83英寸(接近精确)。总的来说,这个管道说明了LLM工具自动化SDS库存管理的能力,从而支持在工作场所执行最新风险评估和评估任务的可能性,最终有助于职业安全。
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引用次数: 0
A new bivariate respirator fit test panel representing Black South African respirator users. 一个新的双变量呼吸器适合测试小组代表南非黑人呼吸器用户。
IF 2.1 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-02 DOI: 10.1093/annweh/wxaf083
Jeanneth Manganyi, David Rees, Lisa M Brosseau, Kerry Wilson

Objectives: Filtering facepiece respirators (FFRs) manufactured in South Africa and elsewhere for use by South African workers are commonly tested against non-South African respirator fit test panels (RFTPs) such as those for the United States and the Chinese population, the 2009 Chinese RFTP. These RFTPs are based on facial measurements of their respective populations. Our study evaluated the applicability of these panels to Black South Africans and developed a representative panel for Black South African respirator users.

Methods: Facial dimensions were collected from 693 Black South African respirator users using traditional anthropometric tools. Face width and Face length were overlaid on the NIOSH and Chinese bivariate RFTPs to determine their applicability by checking distribution within the panels and individual cells. We then developed a dedicated Black South African bivariate panel. This included adjustments of panel boundaries to contain 95% of the study population. Data were analysed using STATA version 17 (and graphed using Microsoft Excel).

Results: Panels developed for the United States and Chinese populations did not adequately represent Black South Africans. Most (96.5%) of Black South Africans fell within the NIOSH panel, however, there was no uniform distribution. The Chinese panel only contained 90.8% within the cell boundaries, which was less than the required 95% population within the panel boundaries. Thus, a new bivariate panel representative of Black South Africans was developed. The new panel boundary limits for the Black South African panel are 95 to 135 mm for face length and 123 and 154 mm for face width, which differ from those of the NIOSH and Chinese panels. The final Black South African bivariate panel contains more than 97% of the study population with a more even distribution of subjects within the cell and panel boundaries.

Conclusions: The findings showed that the NIOSH and Chinese bivariate panels do not adequately represent the Black South African population. Respirators designed and tested using these panels or similar ones may negatively affect the desired fit of a Black South African population. The newly developed bivariate panel for Black South Africans should be validated in future studies. It is uncertain to what extent the findings are generalizable to the South and Southern African population external to the study area of Gauteng.

目的:在南非和其他地方生产的供南非工人使用的过滤式面罩式呼吸器(ffr)通常针对非南非的呼吸器适配性测试面板(rtp)进行测试,例如针对美国和中国人口的测试面板(2009年中国RFTP)。这些rtp是基于他们各自人群的面部测量。我们的研究评估了这些面板对南非黑人的适用性,并为南非黑人呼吸器用户开发了一个具有代表性的面板。方法:采用传统的人体测量工具对693名南非黑人呼吸器使用者进行面部测量。面宽和面长叠加在NIOSH和中国双变量rfp上,通过检查面板和单个细胞内的分布来确定其适用性。然后我们开发了一个专门的南非黑人双变量面板。这包括调整面板边界以包含95%的研究人群。使用STATA版本17分析数据(并使用Microsoft Excel绘制图表)。结果:为美国和中国人口开发的小组不能充分代表南非黑人。大多数南非黑人(96.5%)属于NIOSH小组,然而,没有统一的分布。中国面板仅在细胞边界内包含90.8%的人口,低于面板边界内所需的95%人口。因此,建立了一个代表南非黑人的新的双变量小组。与NIOSH和中国的面板不同,南非黑色面板的新面板边界限制为面长95至135毫米,面宽123至154毫米。最终的南非黑人双变量小组包含超过97%的研究人口,在细胞和小组边界内受试者分布更均匀。结论:研究结果表明,NIOSH和中国双变量面板不能充分代表南非黑人人口。使用这些面板或类似面板设计和测试的呼吸器可能会对南非黑人人口的理想契合度产生负面影响。新开发的南非黑人双变量面板应在未来的研究中得到验证。目前还不确定这些发现在多大程度上可以推广到豪登省研究区域以外的南非和南部非洲人口。
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Annals Of Work Exposures and Health
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