Ergonomics最新文献_第5页

Prediction model of subacromial pain syndrome in assembly workers using shoulder range of motion and muscle strength based on support vector machine. 基于支持向量机的装配工人肩关节活动度和肌肉力量预测肩峰下疼痛综合征模型。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-09-01 Epub Date: 2023-12-11 DOI: 10.1080/00140139.2023.2290983

Jun-Hee Kim, Oh-Yun Kwon, Ui-Jae Hwang, Sung-Hoon Jung, Gyeong-Tae Gwak

{"title":"Prediction model of subacromial pain syndrome in assembly workers using shoulder range of motion and muscle strength based on support vector machine.","authors":"Jun-Hee Kim, Oh-Yun Kwon, Ui-Jae Hwang, Sung-Hoon Jung, Gyeong-Tae Gwak","doi":"10.1080/00140139.2023.2290983","DOIUrl":"10.1080/00140139.2023.2290983","url":null,"abstract":"Subacromial pain syndrome (SAPS) is the most common upper-extremity musculoskeletal problem among workers. In this study, a machine learning model was built to predict and classify the presence or absence of SAPS in assembly workers with shoulder joint range of motion (ROM) and muscle strength data using support vector machine (SVM). Permutation importance was used to determine important variables for predicting workers with or without SAPS. The accuracy of the support vector classifier (SVC) polynomial model for classifying workers with SAPS was 82.4%. The important variables in model construction were internal rotation and abduction of shoulder ROM and internal rotation of shoulder muscle strength. It is possible to accurately perform SAPS classification of workers with relatively easy-to-obtain shoulder ROM and muscle strength data using this model. In addition, preventing SAPS in workers is possible by adjusting the factors affecting model building using exercise or rehabilitation programs.Practitioner summary: This study aimed to create a machine learning model that can predict and classify SAPS using shoulder ROM and muscle strength and identify the variables that are of high importance in model construction. This model could be used to predict or classify workers' SAPS and manage or prevent SAPS.","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138471168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Impact of firefighter hood design on range of motion, noise production and hearing. 消防罩设计对运动范围、噪声产生和听力的影响。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-09-01 Epub Date: 2023-12-15 DOI: 10.1080/00140139.2023.2290987

Richard M Kesler, Anthoney Shawn Deaton, Robert Bryan Ormond, Samantha Silverstein, Kathryn L Donlin, Gavin P Horn

{"title":"Impact of firefighter hood design on range of motion, noise production and hearing.","authors":"Richard M Kesler, Anthoney Shawn Deaton, Robert Bryan Ormond, Samantha Silverstein, Kathryn L Donlin, Gavin P Horn","doi":"10.1080/00140139.2023.2290987","DOIUrl":"10.1080/00140139.2023.2290987","url":null,"abstract":"Firefighter hoods must provide protection from elevated temperatures and products of combustion while simultaneously being comfortable and limiting interference with firefighting movement or completion of fireground activities. This study was to quantify the impact of hood design (traditional knit hood vs. several models of particulate-blocking hoods) on wearability measures such as range of motion, noise production and hearing threshold. Firefighters' perceptions of wearability were also collected. In a controlled laboratory environment, 24 firefighters performed movement and hearing tests. Wearing particulate-blocking hoods resulted in decreased rotational range of motion, and thicker hoods reduced hearing ability. Design, but not necessarily the number of layers, affected noise production by the hood during head movement.Practitioner summary: Particulate-blocking hoods resulted in reduced rotational range of motion relative to the traditional design and the no-hood condition. Hoods with additional layers resulted in decreased hearing ability. Noise production was increased in designs of particulate-blocking hoods with a membrane-based blocking layer independent of the number of layers.","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138483370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Validating self-reported driving behaviours as determinants of real-world driving speeds. 验证自我报告的驾驶行为是实际驾驶速度的决定因素。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-30 DOI: 10.1080/00140139.2024.2395419

Pete Thomas, Ruth Welsh, Andrew Morris, Steve Reed

{"title":"Validating self-reported driving behaviours as determinants of real-world driving speeds.","authors":"Pete Thomas, Ruth Welsh, Andrew Morris, Steve Reed","doi":"10.1080/00140139.2024.2395419","DOIUrl":"10.1080/00140139.2024.2395419","url":null,"abstract":"Self-reported driver behaviour has long been a tool used by road safety researchers to classify drivers and to evaluate the impact of interventions yet the relationship with real-world driving is challenging to validate due to the need for extensive, detailed observations of normal driving. This study examines this association by applying the large UDRIVE naturalistic driving study data involving 96 car drivers, comprising 131,462 trips and 1,459,110 km travelled over a duration of 32,096 hours, to compare individual questions and composite indicators based on the Driver Behaviour Questionnaire with real world driving. Self-reported speed behaviour was compared to the measured values under urban and highway conditions. Generalised Linear Mixed Models were developed to examine the relationships between the observed speed behaviours with DBQ errors and violations scores in conjunction with traffic and environmental factors. Drivers' self-reported data on speed selection seldom aligned with their real-world behaviour and there were no meaningful differences between many of the response categories. The DBQ violations and errors scales showed a highly significant correlation with driving speed indicators however they had a low explanatory power compared to other traffic situational and driving factors. Overall, the study highlights the need to validate self-reported driving data against the accuracy and relevance to real-world driving.","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142114379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The impact of knitted linked seams on comfort and friction perception. 针织连缝对舒适度和摩擦感的影响

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-29 DOI: 10.1080/00140139.2024.2396516

Mevra Temel, Eleanor Scott, Rebecca Cain, Andrew A Johnson

引用次数: 0

The role of the community pharmacy work system in the enactment of pharmacists' non-technical skills. 社区药房工作系统在培养药剂师非技术技能方面的作用。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-28 DOI: 10.1080/00140139.2024.2395412

Ahmed Ashour, Darren M Ashcroft, Denham L Phipps

引用次数: 0

The effects of target sizes on biomechanical and cognitive load and task performance of virtual reality interactions. 目标大小对生物力学和认知负荷以及虚拟现实互动任务表现的影响。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-28 DOI: 10.1080/00140139.2024.2396038

Kiana Kia, Jaejin Hwang, Jeong Ho Kim

引用次数: 0

NLP-based ergonomics MSD risk root cause analysis and risk controls recommendation. 基于 NLP 的人体工程学 MSD 风险根源分析和风险控制建议。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-27 DOI: 10.1080/00140139.2024.2394510

Pulkit Parikh, Julia Penfield, Richard Barker, Blake McGowan, James Richard Mallon

{"title":"NLP-based ergonomics MSD risk root cause analysis and risk controls recommendation.","authors":"Pulkit Parikh, Julia Penfield, Richard Barker, Blake McGowan, James Richard Mallon","doi":"10.1080/00140139.2024.2394510","DOIUrl":"10.1080/00140139.2024.2394510","url":null,"abstract":"An ergonomics assessment of the physical risk factors in the workplace is instrumental in predicting and preventing musculoskeletal disorders (MSDs). Using Artificial Intelligence (AI) has become increasingly popular for ergonomics assessments because of the time savings and improved accuracy. However, most of the effort in this area starts and ends with producing risk scores, without providing guidance to reduce the risk. This paper proposes a holistic job improvement process that performs automatic root cause analysis and control recommendations for reducing MSD risk. We apply deep learning-based Natural Language Processing (NLP) techniques such as Part of Speech (PoS) tagging and dependency parsing on textual descriptions of the physical actions performed in the job (e.g. pushing) along with the object (e.g. cart) being acted upon. The action-object inferences provide the entry point to an expert-based Machine Learning (ML) system that automatically identifies the targeted work-related causes (e.g. cart movement forces are too high, due to caster size too small) of the identified MSD risk (e.g. excessive shoulder forces). The proposed framework utilises the root causes identified to recommend control strategies (e.g. provide larger diameter casters, minimum diameter 8\" or 203 mm) most likely to mitigate risk, resulting in a more efficient and effective job improvement process.","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142074441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Exploring perceptions of pilot licensing and training standards: a survey of Canadian student and licensed pilots. 探索对飞行员执照和培训标准的看法：对加拿大学生和执照飞行员的调查。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-27 DOI: 10.1080/00140139.2024.2395409

Syed A Q Rizvi, Bradley Moncion, Shi Cao

引用次数: 0

Metabolic adaptation and related biomechanics in an ankle-based exoskeleton system during six sessions of steady state walking. 基于脚踝的外骨骼系统在六次稳定状态行走过程中的代谢适应性和相关生物力学。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-27 DOI: 10.1080/00140139.2024.2394511

Joseph F Seay, Clifford L Hancock, Isabella O'Keefe, John W Ramsay, Brian S Baum, Harvey Edwards, John Kuzmeski, Meghan P O'Donovan

{"title":"Metabolic adaptation and related biomechanics in an ankle-based exoskeleton system during six sessions of steady state walking.","authors":"Joseph F Seay, Clifford L Hancock, Isabella O'Keefe, John W Ramsay, Brian S Baum, Harvey Edwards, John Kuzmeski, Meghan P O'Donovan","doi":"10.1080/00140139.2024.2394511","DOIUrl":"10.1080/00140139.2024.2394511","url":null,"abstract":"Ankle-based exoskeletons have demonstrated metabolic benefits during steady-state walking; however, variability exists in individual adaptation timelines necessary to achieve those benefits. This study assessed timelines for metabolic and gait-related adaptation while wearing an ankle-based exoskeleton while powered (EXOP) compared to unpowered (EXNP) and no device worn (NOEX). Metabolic (VO2) and biomechanics data were collected while 14 participants walked on a treadmill at 1.3 m/s for six sessions. To better understand variability in responses to wearing exoskeletons, the cohort was divided based on the slope of the VO2 response of the first two sessions in the EXOP condition, and gait parameters were compared between subgroups. Repeated measures analyses of variance revealed a significant (p ≤ 0.001) 10% VO2 reduction for EXOP compared to EXNP and a non-significant 2.5% reduction for EXOP v NOEX. Lack of significant session-based comparisons indicated no additional VO2 adaptation; however, significant session-related results for peak knee flexion (interaction, p = 0.042) and step width (session main effect, p = 0.003) suggest gait-related adaptation continued during the sessions. Subgroup results indicated different response profiles to wearing exoskeletons; and implications of classifying initial responses based on metabolic response are discussed as an approach to understand what drives variation in responses to these devices.","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142082456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The effects of working with a passive arm-support exoskeleton on objective and self-reported measures during field tasks - a randomised cross-over study. 使用被动式手臂支撑外骨骼工作对野外任务中客观和自我报告测量结果的影响--随机交叉研究。

IF 2 3区工程技术

Ergonomics Pub Date : 2024-08-23 DOI: 10.1080/00140139.2024.2392785

Hilde M Pentenga, Pieter Coenen, Maaike A Huysmans, Erwin M Speklé

引用次数: 0