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Airborne particulate matter and diesel engine exhaust on infrastructure construction sites in the Copenhagen metropolitan area. 哥本哈根大都市区基础设施建设工地的空气颗粒物和柴油发动机废气。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae062
Patrick L Ferree, Merve Polat, Jakob K Nøjgaard, Keld A Jensen

Diesel engine exhaust (DEE) is carcinogenic and potentially hazardous for those working in close proximity to diesel-powered machines. This study characterizes workplace exposure to DEE and its associated particulate matter (PM) during outdoor construction activities. We sampled at 4 construction sites in the Copenhagen metropolitan area. We used portable constant-flow pumps and quartz-fiber filters to quantify personal exposure to elemental carbon (EC), and used real-time instruments to collect activity-based information about particle number and size distribution, as well as black carbon (BC) concentration. Full-shift measurements of EC concentration ranged from < 0.3 to 6.4 µg/m3. Geometric mean (GM) EC exposure was highest for ground workers (3.4 µg/m3 EC; geometric standard deviation, GSD = 1.3), followed by drilling rig operators (2.6 µg/m3 EC; GSD = 1.4). Exposure for non-drilling-rig machine operators (1.2 µg/m3 EC; GSD = 2.9) did not differ significantly from background (0.9 µg/m3 EC; GSD = 1.7). The maximum 15-min moving average concentration of BC was 17 µg/m3, and the highest recorded peak concentration was 44 µg/m3. In numbers, the particle size distributions were dominated by ultrafine particles ascribed to DEE and occasional welding activities at the sites. The average total particle number concentrations (PNCs) measured in near-field and far-field positions across all worksites were 10,600 (GSD = 3.0) and 6,000 (GSD = 2.8)/cm3, respectively. Sites with active drilling rigs saw significantly higher average total PNCs at their near-field stations (13,600, 32,000, and 9,700/cm3; GSD = 2.4, 3.4, and 2.4) than sites without (4,700/cm3; GSD = 1.6). Overall, the DEE exposures at these outdoor construction sites were below current occupational exposure limits for EC (10 µg/m3 in Denmark; 50 µg/m3 in the European Union), but extended durations of exposure to the observed DEE levels may still be a health risk.

柴油发动机废气 (DEE) 是一种致癌物质,对在柴油发动机附近工作的人具有潜在危害。本研究描述了户外建筑活动中工作场所接触 DEE 及其相关颗粒物 (PM) 的情况。我们在哥本哈根市区的 4 个建筑工地进行了采样。我们使用便携式恒流泵和石英纤维过滤器来量化个人暴露于元素碳(EC)的情况,并使用实时仪器来收集基于活动的颗粒数量和粒度分布以及黑碳(BC)浓度的信息。全班测量的元素碳浓度范围从 < 0.3 到 6.4 µg/m3 不等。地面作业人员的氨基甲酸乙酯几何平均值(GM)最高(氨基甲酸乙酯 3.4 微克/立方米;几何标准偏差 GSD = 1.3),其次是钻机操作人员(氨基甲酸乙酯 2.6 微克/立方米;几何标准偏差 GSD = 1.4)。非钻机操作人员的接触浓度(1.2 微克/立方米有机氯;几何标准偏差 = 2.9)与背景浓度(0.9 微克/立方米有机氯;几何标准偏差 = 1.7)相差不大。15 分钟移动平均浓度最高为每立方米 17 微克,峰值浓度最高为每立方米 44 微克。从数量上看,粒径分布以超细颗粒为主,这可能与现场的二乙醚和偶尔的焊接活动有关。在所有工地的近场和远场位置测量到的平均总粒子数浓度(PNCs)分别为 10,600 (GSD = 3.0) 和 6,000 (GSD = 2.8)/立方厘米。有活跃钻机的工地近场站的 PNCs 平均总量(13,600、32,000 和 9,700/cm3; GSD = 2.4、3.4 和 2.4)明显高于没有活跃钻机的工地(4,700/cm3; GSD = 1.6)。总体而言,这些室外建筑工地暴露于二苯醚的浓度低于目前的职业接触限值(丹麦为 10 微克/立方米;欧盟为 50 微克/立方米),但长时间暴露于观测到的二苯醚浓度水平仍可能对健康造成危害。
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引用次数: 0
Correction to: Bayesian Analysis of Occupational Exposure Data with Conjugate Priors. 更正:用共轭先验对职业暴露数据进行贝叶斯分析。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae065
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引用次数: 0
Power saw noise levels during steel stud cutting tasks on commercial construction sites: a tool characterization from a worker exposure standpoint. 商业建筑工地上切割钢螺栓时的电锯噪音水平:从工人接触角度分析工具特性。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae054
David Schutt, Tiffany Lipsey, Mike Van Dyke, William J Brazile

Construction framers who cut and install steel studs as part of their daily tasks are exposed to hazardous noise levels during their work shift in large part due to the power saws they use to cut steel studs. This investigation characterized the sound pressure levels of power saws used to cut steel studs on active construction sites. Further, the length of time it took to cut various studs on a construction site was investigated to understand worker exposure times to saw noise. In general, power saws used on the study sites to cut steel studs had a mean A-weighted equivalent continuous sound pressure level (LAeq) of 107.2 dB and a C-weighted peak sound pressure level (LCpeak) of 120.1 dB. Three of the saws-the chopsaw, the cut-off saw, and the grinder-had similar noise levels, whereas the cordless circular saw had higher noise levels. It took an average of 13.2 s to cut each stud, and workers in the study used power saws to cut steel studs for an average of 371.5 s per day. This average exposure time at the average recorded sound pressure levels (SPLs) suggests these saws can increase the risk of occupational noise-induced hearing loss, according to National Institute for Occupational Safety and Health (NIOSH) recommendations.

切割和安装钢螺栓是建筑架子工日常工作的一部分,他们在工作期间会暴露在有害噪声级中,这在很大程度上是由于他们使用电锯切割钢螺栓造成的。这项调查描述了在建建筑工地上切割钢螺栓所用电锯的声压级。此外,还调查了在建筑工地上切割各种螺柱所需的时间长度,以了解工人暴露于电锯噪声的时间。一般来说,研究地点用于切割钢螺栓的电锯的平均 A 类加权等效连续声压级 (LAeq) 为 107.2 分贝,C 类加权峰值声压级 (LCpeak) 为 120.1 分贝。其中三把锯子的噪音水平相似,分别是劈开锯、切割锯和磨床,而无线圆锯的噪音水平较高。切割每根螺柱平均需要 13.2 秒,研究中的工人每天使用电锯切割钢螺柱的时间平均为 371.5 秒。根据美国国家职业安全与健康研究所(NIOSH)的建议,在平均记录声压级(SPL)下的平均暴露时间表明,这些电锯可能会增加职业噪声引起听力损失的风险。
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引用次数: 0
Development of an experimental technique to determine the barrier performance of medical gloves when stretched. 开发一种实验技术,以确定医用手套拉伸后的阻隔性能。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae058
Jhy-Charm Soo, Lee Portnoff, Joseph Bickson, Edward M Fisher

Protective clothing standards, such as test methods published by ASTM International, play an integral role in ensuring the performance of personal protective equipment. The standard tests are not without limitations and are periodically reviewed and often updated. Some tests may not be reflective of in-use conditions. A new test cell was designed using sanitary fixtures to evaluate the effect of glove stretch on barrier performance using fluorescein solution as the challenge agent for enhanced visualization and fluorometer detection. Domed-shaped and flat screens were developed to permit and limit glove stretch within the test cell. The barrier performance of glove swatches was evaluated for both stretched and unstretched states. Latex, nitrile, and vinyl glove models of various thicknesses were evaluated. The tests were conducted following pressure and time parameters specified in ASTM F903, ASTM F1670, and ASTM F1671. Fluorescein solution movement, which may occur through penetration, was measured using a fluorometer. Glove stretch caused a reduction in glove thickness ranging from 16% to 40%. Overall, 21 sample failures were found (16.7%; n = 126) regardless of test condition. Nitrile gloves provided better barrier efficacy with the lowest failure rates (2.38%; 1 failure out of 42) compared to latex (19.4%; 7 failures out of 36) and vinyl gloves (27.1%; 13 failures out of 48). Differences in failure rates between stretched and unstretched gloves were insignificant; however, the latex material showed a 2.5 times increase in failures when stretched compared to unstretched. The new test apparatus was able to differentiate between the barrier performance of different glove materials. The use of a domed screen allowed the gloves to stretch, a condition that better represents the state of gloves when in use. Analysis of samples collected from the glove surface opposite to the exposure may provide a way to assess chemical permeation in addition to penetration.

防护服标准,如 ASTM 国际协会公布的测试方法,在确保个人防护装备的性能方面发挥着不可或缺的作用。标准测试并非没有局限性,会定期进行审查并经常更新。有些测试可能无法反映实际使用条件。为了评估手套拉伸对阻隔性能的影响,我们设计了一种新的测试单元,使用卫生固定装置,并将荧光素溶液作为挑战剂,以增强可视化和荧光检测仪的检测能力。为了允许和限制手套在试验池内的拉伸,开发了圆顶形和平面筛网。在拉伸和未拉伸状态下,对手套色板的阻隔性能进行了评估。对不同厚度的乳胶、丁腈和乙烯基手套进行了评估。测试按照 ASTM F903、ASTM F1670 和 ASTM F1671 中规定的压力和时间参数进行。使用荧光计测量了荧光素溶液的移动,这种移动可能通过渗透发生。手套拉伸导致手套厚度减少 16% 至 40%。总体而言,无论测试条件如何,共发现 21 个样品不合格(16.7%;n = 126)。与乳胶手套(19.4%;36 例中有 7 例失效)和乙烯基手套(27.1%;48 例中有 13 例失效)相比,丁腈手套的阻隔效果更好,失效率最低(2.38%;42 例中有 1 例失效)。拉伸手套和未拉伸手套的故障率差异不大;但是,拉伸乳胶手套的故障率比未拉伸手套增加了 2.5 倍。新的测试仪器能够区分不同手套材料的阻隔性能。穹形筛网的使用允许手套拉伸,这种状态更能代表手套在使用时的状态。对从手套表面收集到的与暴露相反的样本进行分析,除了可以评估渗透性外,还可以评估化学渗透性。
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引用次数: 0
Worker perspectives on improving occupational health and safety using wearable sensors: a cross-sectional survey. 工人对使用可穿戴传感器改善职业健康与安全的看法:横断面调查。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae057
William Mueller, Alice Smith, Eelco Kuijpers, Anjoeka Pronk, Miranda Loh

Workplace exposure is an important source of ill health. The use of wearable sensors and sensing technologies may help improve and maintain worker health, safety, and wellbeing. Input from workers should inform the integration of these sensors into workplaces. We developed an online survey to understand the acceptability of wearable sensor technologies for occupational health and safety (OSH) management. The survey was disseminated to members of OSH-related organizations, mainly in the United Kingdom and the Netherlands. There were 158 respondents, with over half (n = 91, 58%) reporting current use of wearable sensors, including physical hazards (n = 57, 36%), air quality (n = 53, 34%), and location tracking (n = 36, 23%), although this prevalence likely also captures traditional monitoring equipment. There were no clear distinctions in wearable sensor use between the reported demographic and occupational characteristics, with the exception that hygienists were more likely than non-hygienists (e.g. safety professionals) to use wearable sensors (66% versus 34%). Overall, there was an interest in how sensors can help OSH professionals understand patterns of exposure and improve exposure management practices. Some wariness was expressed primarily around environmental and physical constraints, the quality of the data, and privacy concerns. This survey identified a need to better identify occupational situations that would benefit from wearable sensors and to evaluate existing devices that could be used for occupational hygiene. Further, this work underscores the importance of clearly defining "sensor" according to the occupational setting and context.

工作场所接触有害物质是导致健康不良的一个重要原因。使用可穿戴传感器和传感技术可能有助于改善和维护工人的健康、安全和福祉。在将这些传感器集成到工作场所时,应听取工人的意见。我们开发了一项在线调查,以了解可穿戴传感器技术在职业健康与安全(OSH)管理方面的可接受性。调查对象主要是英国和荷兰的职业健康和安全相关组织成员。共有 158 名受访者,超过半数(n = 91,58%)的受访者表示目前正在使用可穿戴式传感器,包括物理危害(n = 57,36%)、空气质量(n = 53,34%)和位置跟踪(n = 36,23%),不过这一比例也可能包括传统的监测设备。可穿戴传感器的使用在报告的人口统计学特征和职业特征之间没有明显区别,但卫生学家比非卫生学家(如安全专业人士)更有可能使用可穿戴传感器(66% 对 34%)。总的来说,人们对传感器如何帮助职业安全和健康专业人员了解接触模式和改进接触管理实践很感兴趣。但也有一些人表示有顾虑,主要是环境和物理限制、数据质量和隐私问题。这项调查发现,有必要更好地确定可从可穿戴传感器中获益的职业情况,并对可用于职业卫生的现有设备进行评估。此外,这项工作还强调了根据职业环境和背景明确定义 "传感器 "的重要性。
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引用次数: 0
Bayesian hierarchical modeling and inference for mechanistic systems in industrial hygiene. 工业卫生机理系统的贝叶斯分层建模和推理。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae061
Soumyakanti Pan, Darpan Das, Gurumurthy Ramachandran, Sudipto Banerjee

A series of experiments in stationary and moving passenger rail cars were conducted to measure removal rates of particles in the size ranges of SARS-CoV-2 viral aerosols and the air changes per hour provided by existing and modified air handling systems. Such methods for exposure assessments are customarily based on mechanistic models derived from physical laws of particle movement that are deterministic and do not account for measurement errors inherent in data collection. The resulting analysis compromises on reliably learning about mechanistic factors such as ventilation rates, aerosol generation rates, and filtration efficiencies from field measurements. This manuscript develops a Bayesian state-space modeling framework that synthesizes information from the mechanistic system as well as the field data. We derive a stochastic model from finite difference approximations of differential equations explaining particle concentrations. Our inferential framework trains the mechanistic system using the field measurements from the chamber experiments and delivers reliable estimates of the underlying physical process with fully model-based uncertainty quantification. Our application falls within the realm of the Bayesian "melding" of mechanistic and statistical models and is of significant relevance to environmental hygienists and public health researchers working on assessing the performance of aerosol removal rates for rail car fleets.

在静止和移动的火车客运车厢中进行了一系列实验,以测量 SARS-CoV-2 病毒气溶胶大小范围内的微粒清除率,以及现有和改进的空气处理系统每小时提供的换气次数。这种暴露评估方法通常基于从粒子运动的物理规律中推导出的机械模型,这些模型是确定性的,并不考虑数据收集过程中固有的测量误差。由此产生的分析结果无法可靠地了解通风率、气溶胶生成率和现场测量的过滤效率等机理因素。本手稿建立了一个贝叶斯状态空间建模框架,综合了来自机理系统和现场数据的信息。我们从解释颗粒浓度的微分方程的有限差分近似值中推导出一个随机模型。我们的推理框架利用试验室实验的现场测量结果来训练机理系统,并通过完全基于模型的不确定性量化来提供对基本物理过程的可靠估计。我们的应用属于贝叶斯机理和统计模型 "融合 "的范畴,对致力于评估铁路车辆气溶胶去除率性能的环境卫生学家和公共卫生研究人员具有重要意义。
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引用次数: 0
Measurement of inward leakage of full-face masks in EN and ISO standards: comparison of gas and aerosol test agents. EN 和 ISO 标准中全面罩向内泄漏的测量:气体和气溶胶测试剂的比较。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae056
Audrey Santandrea, Mathieu Marchal, Sandrine Chazelet, Stéphanie Marsteau

In Europe, respiratory protective devices must be certified before they can be marketed. Among the parameters of interest, inward leakage (IL) characterizes the tightness between the face seal and the face, to verify that the device is well-designed. European standard EN 13274-1 (2001) and International Organization for Standardization (ISO) standard ISO 16900-1 (2019) specify that IL should be measured using sodium chloride (NaCl) aerosol or sulfur hexafluoride (SF6) gas. For reusable masks made of nonporous materials, both test agents are considered equally acceptable. However, the few studies that have compared IL values measured with various aerosols and gases have come to divergent conclusions. This work then aimed to measure IL with the test agents recommended by the standards to determine whether they are really equivalent. Since krypton (Kr) is an interesting candidate for replacing SF6 in standard tests, IL was assessed with SF6 and Kr simultaneously, and with NaCl aerosol using various calculation methods. Tests were carried out on 5 models of full-face masks donned on a headform connected to a breathing machine simulating 3 sinusoidal breathing rates of various intensities. The respirator fit on the headform was evaluated using a controlled negative pressure method to determine a manikin fit factor. Four scenarios were then tested to represent very poor, bad, good, and excellent fit. Gas concentration was measured using a mass spectrometer, and IL was calculated for SF6 and Kr. A combination of 3 devices allowed the determination of the number-based concentration of particles with diameters between 20 nm and 2 µm, and IL was calculated for each of the 33 channels, as well as using a cumulative number concentration. In addition, to comply with standards, a conversion was carried out to calculate IL using a cumulative mass concentration. The results of this work evidenced that the IL values measured with NaCl were systematically lower than those determined with gases. IL was also shown to vary with particle size, with a maximum value exceeding that calculated with cumulative concentrations (in number or mass). As part of the revision of the standards, protocols for measuring inward leakage should be redefined. On the one hand, acceptability thresholds should be re-evaluated according to the nature of the test agent (gas or aerosol), as it is clear that the 2 options do not give the same results for a given configuration. On the other hand, the aerosol leakage measurement protocol needs to be reworked to enable the measurement of a well-defined, robust, and reproducible inward leakage value.

在欧洲,呼吸防护设备必须经过认证才能上市销售。在相关参数中,向内泄漏 (IL) 表征了面封和面罩之间的密封性,以验证设备是否设计合理。欧洲标准 EN 13274-1(2001 年)和国际标准化组织 (ISO) 标准 ISO 16900-1(2019 年)规定,应使用氯化钠 (NaCl) 气溶胶或六氟化硫 (SF6) 气体测量 IL。对于无孔材料制成的可重复使用口罩,这两种测试剂被认为同样可以接受。然而,对使用各种气溶胶和气体测量的 IL 值进行比较的少数研究得出了不同的结论。因此,这项工作旨在使用标准推荐的测试剂测量 IL 值,以确定它们是否真的等效。由于氪(Kr)在标准测试中是替代 SF6 的一个令人感兴趣的候选气体,因此同时使用 SF6 和 Kr 以及使用氯化钠气溶胶(使用各种计算方法)对 IL 进行了评估。测试在连接到呼吸机的头模上对 5 种型号的全脸面罩进行,模拟了 3 种不同强度的正弦呼吸频率。使用受控负压法评估了头模与呼吸器的密合度,以确定人体模型密合系数。然后测试了四种情况,分别代表极差、差、好和优。使用质谱仪测量气体浓度,并计算 SF6 和 Kr 的 IL 值。通过 3 种设备的组合,可以测定直径在 20 纳米到 2 微米之间的颗粒的数量浓度,并计算出 33 个通道中每个通道的 IL 值以及累积数量浓度。此外,为了符合标准,还进行了转换,使用累积质量浓度计算 IL。这项工作的结果表明,用氯化钠测得的 IL 值明显低于用气体测得的 IL 值。IL 值还随颗粒大小而变化,最大值超过了用累积浓度(数量或质量)计算的值。作为标准修订工作的一部分,应重新定义测量向内泄漏的规程。一方面,应根据测试剂(气体或气溶胶)的性质重新评估可接受性阈值,因为很明显,对于特定配置,这两种方案得出的结果并不相同。另一方面,需要重新制定气溶胶泄漏测量协议,以便能够测量出定义明确、可靠且可重复的内泄漏值。
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引用次数: 0
Lowering reporting limit values for respirable crystalline silica analysis by X-ray diffraction in preparation of the 0.025 mg/m3 occupational exposure limit. 在制定 0.025 mg/m3 职业接触限值时,降低通过 X 射线衍射分析可吸入结晶二氧化硅的报告限值。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae066
Akemi Ichikawa, Elisabeth Corke, Anne-Marie Moubarak, Martin Mazereeuw, John Volpato, Michael Weller, Dennis Clemence

Internationally, respirable crystalline silica (RCS) occupational exposure limits (OELs) are being reassessed and, in some jurisdictions, lowered, putting pressure on the capabilities of the analytical techniques used to achieve robust analyses and reliable detection limits. In preparation of a lower OEL, options for lowering the limit of detection (LoD) for RCS analysis have been assessed. Using a Direct-on-Filter X-Ray Diffraction (XRD) analysis under reduced scan speeds in combination with low-noise RCS sampling filters, an LoD of 0.25 µg/filter and a limit of quantification (LoQ) of 0.82 µg/filter can be achieved. Both limits would translate in an LoD of 0.24 µg/m3 and LoQ of 0.78 µg/m3 when sampling respirable dust for 8 h at 2.2 L/min, providing a technical solution to monitor exposures at the proposed OEL of 0.025 mg/m3 (25 µg /m3) and below, with general sampling conditions as typically applied in Australia. This is the first report showing that the OEL of 0.025 mg/m3 (25 µg /m3) is measurable by one of the standardized, direct-on-filter XRD methods.

国际上正在对可吸入结晶二氧化硅(RCS)的职业接触限值(OEL)进行重新评估,并在某些司法管辖区降低了该限值,这对用于实现可靠分析和可靠检测限值的分析技术的能力造成了压力。为了准备降低 OEL,我们对降低 RCS 分析检测限 (LoD) 的方案进行了评估。在扫描速度降低的情况下,结合低噪声 RCS 采样滤波器使用滤波器上直接 X 射线衍射 (XRD) 分析,可实现 0.25 微克/滤波器的 LoD 和 0.82 微克/滤波器的定量限 (LoQ)。当以 2.2 升/分钟的速度对可吸入粉尘进行 8 小时采样时,这两个限值将转化为 0.24 微克/立方米的 LoD 和 0.78 微克/立方米的 LoQ,从而为监测建议的 OEL 值 0.025 毫克/立方米(25 微克/立方米)及以下的暴露提供了技术解决方案,并符合澳大利亚通常采用的一般采样条件。这是第一份表明 0.025 毫克/立方米(25 微克/立方米)的 OEL 值可以通过一种标准化的直接过滤 XRD 方法测量的报告。
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引用次数: 0
Exploring the link between occupationally relevant whole body vibration and headache and neck pain: is elevated muscle tension an intermediary factor? 探索职业性全身振动与头痛和颈痛之间的联系:肌肉紧张度升高是中间因素吗?
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae051
Marcus Yung, Stephan Milosavljevic, Angelica E Lang, Liana M Tennant, Catherine Trask

Whole body vibration (WBV) is linked to short- and longer-term adverse health outcomes, including cognitive impairment, stress and memory loss, loss of balance, reduced proprioception, visual and vestibular disturbances, gastrointestinal problems, and musculoskeletal disorders. Epidemiological evidence supports the link between WBV and headache and head discomfort, but few experimental studies have examined this relationship, particularly with increased muscle tension, as an intermediary. This study aimed to investigate the relationship between muscle tension and vibration intensity, between perceived neck pain and headache/head discomfort and vibration intensity, and between muscle tension and reported neck pain and headache symptoms from simulated WBV based on field measurements of all-terrain vehicle operation on farm terrain. We observed significantly higher electromyography amplitude in the High condition (equivalent to EU Directive's Exposure Limit Value) compared to both Low (equivalent to EU Directive's Exposure Action Value) and Control (quiet sitting) conditions at the left upper trapezius muscle but there were no significant time effects. Neck pain and headache/head discomfort significantly increased after both Low (91% increase from baseline) and High (154% increase from baseline) vibration conditions but there were no significant differences between conditions. Based on simple regression modeling, the relationship between muscle activity and neck pain or headache was very weak (R2 = 0-0.093). Given the possibility of multiple factors contributing to headache symptoms, future research should not only consider the role of muscle tension but also sensory conflict, excessive noise, biodynamic responses, and a combination of these factors.

全身振动(WBV)与短期和长期的不良健康后果有关,包括认知障碍、压力和记忆力减退、失去平衡、本体感觉减弱、视觉和前庭障碍、肠胃问题和肌肉骨骼疾病。流行病学证据表明,脉宽电压与头痛和头部不适之间存在联系,但很少有实验研究对这种关系进行研究,尤其是以肌肉紧张度增加为中介的研究。本研究旨在调查肌肉紧张度与振动强度之间的关系、感觉到的颈部疼痛和头痛/头部不适与振动强度之间的关系,以及肌肉紧张度与报告的颈部疼痛和头痛症状之间的关系。我们观察到,在高强度条件下(相当于欧盟指令的暴露极限值),左上斜方肌的肌电图振幅明显高于低强度条件下(相当于欧盟指令的暴露行动值)和对照组(安静坐姿),但没有明显的时间效应。在低振动(比基线增加 91%)和高振动(比基线增加 154%)条件下,颈部疼痛和头痛/头部不适明显增加,但不同条件下没有显著差异。根据简单的回归模型,肌肉活动与颈部疼痛或头痛之间的关系非常微弱(R2 = 0-0.093)。鉴于头痛症状可能是多种因素造成的,未来的研究不仅要考虑肌肉紧张的作用,还要考虑感觉冲突、过度噪音、生物动力反应以及这些因素的综合作用。
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引用次数: 0
Quantile regression for longitudinal data with values below the limit of detection and time-dependent covariates-application to modeling carbon nanotube and nanofiber exposures. 纵向数据的量子回归,其值低于检测限,且随时间变化的协变量--应用于碳纳米管和纳米纤维暴露建模。
IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-09-27 DOI: 10.1093/annweh/wxae068
I-Chen Chen, Stephen J Bertke, Matthew M Dahm

Background: In studies of occupational health, longitudinal environmental exposure, and biomonitoring data are often subject to right skewing and left censoring, in which measurements fall below the limit of detection (LOD). To address right-skewed data, it is common practice to log-transform the data and model the geometric mean, assuming a log-normal distribution. However, if the transformed data do not follow a known distribution, modeling the mean of exposure may result in bias and reduce efficiency. In addition, when examining longitudinal data, it is possible that certain covariates may vary over time.

Objective: To develop predictive quantile regression models to resolve the issues of left censoring and time-dependent covariates and to quantitatively evaluate if previous and current covariates can predict current and/or future exposure levels.

Methods: To address these gaps, we suggested incorporating different substitution approaches into quantile regression and utilizing a method for selecting a working type of time dependency for covariates.

Results: In a simulation study, we demonstrated that, under different types of time-dependent covariates, the approach of multiple random value imputation outperformed the other approaches. We also applied our methods to a carbon nanotube and nanofiber exposure study. The dependent variables are the left-censored mass of elemental carbon at both the respirable and inhalable aerosol size fractions. In this study, we identified some potential time-dependent covariates with respect to worker-level determinants and job tasks.

Conclusion: Time dependency for covariates is rarely accounted for when analyzing longitudinal environmental exposure and biomonitoring data with values less than the LOD through predictive modeling. Mistreating the time-dependency as time-independency will lead to an efficiency loss of regression parameter estimation. Therefore, we addressed time-varying covariates in longitudinal exposure and biomonitoring data with left-censored measurements and illustrated an entire conditional distribution through different quantiles.

背景:在职业健康、纵向环境暴露和生物监测等研究中,数据通常会出现右偏和左删,即测量值低于检测限(LOD)。要解决右偏数据问题,通常的做法是对数据进行对数变换,并假设为对数正态分布,建立几何平均数模型。但是,如果转换后的数据不服从已知的分布,则建立暴露均值模型可能会导致偏差并降低效率。此外,在研究纵向数据时,某些协变量有可能随时间而变化:建立预测性量子回归模型,以解决左删减和随时间变化的协变量问题,并定量评估以前和当前的协变量能否预测当前和/或未来的暴露水平:为了弥补这些不足,我们建议在量子回归中采用不同的替代方法,并利用一种方法来选择协变量的时间依赖类型:在一项模拟研究中,我们证明了在不同类型的时间依赖性协变量下,多重随机值估算方法的效果优于其他方法。我们还将我们的方法应用于碳纳米管和纳米纤维暴露研究。因变量是可吸入气溶胶和可吸入气溶胶粒度分数的左删减碳元素质量。在这项研究中,我们发现了一些与工人层面的决定因素和工作任务有关的潜在时间依赖性协变量:结论:通过预测模型分析数值小于 LOD 的纵向环境暴露和生物监测数据时,很少考虑协变量的时间依赖性。将时间依赖性误视为时间不依赖性会导致回归参数估计的效率降低。因此,我们对具有左删失测量值的纵向暴露和生物监测数据中的时变协变量进行了处理,并通过不同的量级说明了整个条件分布。
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Annals Of Work Exposures and Health
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