James Fan, Jelle de Vries, Clay Greunke, Perry McDowell
{"title":"New Workers or New Tasks: How Do Augmented Reality, Experience, and Task Switching Affect Worker Performance in Naval Maintenance Operations.","authors":"James Fan, Jelle de Vries, Clay Greunke, Perry McDowell","doi":"10.1080/24725838.2026.2662924","DOIUrl":"https://doi.org/10.1080/24725838.2026.2662924","url":null,"abstract":"<p><p>OCCUPATIONAL APPLICATIONThis study found that using head-mounted optical see-through augmented reality (AR) guidance in maintenance tasks led to faster completion times, especially for less experienced workers and when workers had to switch between different types of tasks. AR also made these tasks feel easier for those with less experience. For ergonomics and human factors practitioners, these results suggest that AR can be a valuable tool for improving onboarding and performance in environments where workers are new or frequently face varied tasks. Implementing AR guidance can help reduce learning curves and support more efficient work, particularly in settings with high complexity and employee turnover. However, if workers are expected to perform tasks independently without ongoing AR support, traditional, more thorough training methods may still be necessary. Practitioners should consider the nature of the work and the use of AR technology when designing onboarding and training programs to maximize both efficiency and long-term competence.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-18"},"PeriodicalIF":1.8,"publicationDate":"2026-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147846901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"From Anger Detection to Intensity Modeling: A Two-Stage Machine Learning Approach Using Driving Performance and Physiological Signals.","authors":"Manhua Wang, Haoyu Teng, Myounghoon Jeon","doi":"10.1080/24725838.2026.2665228","DOIUrl":"https://doi.org/10.1080/24725838.2026.2665228","url":null,"abstract":"<p><p>OCCUPATIONAL APPLICATIONSThis study demonstrated that driver anger can be feasibly modeled across three intensity levels using combined driving performance metrics and physiological signals. A two-stage machine learning framework, which first determines anger presence and then classifies its intensity, substantially improved accuracy and reduced neutral state misclassification compared to a single-stage four-class model. These findings have direct implications for reducing safety risks and promoting long-term health for workers whose jobs involve extensive driving (e.g., commercial drivers, bus operators), who encounter anger-eliciting situations more frequently than non-occupational drivers. Integrating anger-intensity detection into driver monitoring systems can enable adaptive, context-aware assistance systems that consider both intervention timing and emotional intensity. Aggregated emotion-intensity information may also inform operational decisions (e.g., dispatch assignments and break scheduling) by identifying periods when drivers may benefit from reduced demands or modified tasks. These implications can enhance fleet safety programs and support worker well-being by reducing exposure to emotionally demanding conditions.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-14"},"PeriodicalIF":1.8,"publicationDate":"2026-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147846884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Niromand Jasimi Zindashti, Negar Riahi, Armin Bonakdar, Karla Beltran Martinez, Sarah Krell, Gilmore Craig, Caitlyn Phillips, Mahdi Tavakoli, Hossein Rouhani, Ali Golabchi
{"title":"Insights from In-Field Applications of Back-Support Exoskeletons in the Construction Industry: Opportunities, Challenges, and Future Directions.","authors":"Niromand Jasimi Zindashti, Negar Riahi, Armin Bonakdar, Karla Beltran Martinez, Sarah Krell, Gilmore Craig, Caitlyn Phillips, Mahdi Tavakoli, Hossein Rouhani, Ali Golabchi","doi":"10.1080/24725838.2026.2662926","DOIUrl":"https://doi.org/10.1080/24725838.2026.2662926","url":null,"abstract":"<p><strong>Background: </strong>The construction industry faces ergonomic challenges, leading to musculoskeletal disorders and reduced productivity among workers. Industrial exoskeletons have emerged as a promising solution, but there is a notable absence of evaluation of their effectiveness across various tasks in the construction industry.</p><p><strong>Purpose: </strong>This study evaluates two passive back-support exoskeletons, one hard (BackX from SuitX) and one soft (Apex from Herowear), in three construction tasks through in-field experiments.</p><p><strong>Methods: </strong>Comprehensive feedback was collected from the workers through questionnaires and interviews, revealing insights into comfort, movement restriction, support levels, productivity, culture, and workplace attitudes. Shoveling, rebar tying, and welding were assessed to represent varied activities and postures in the construction industry.</p><p><strong>Results: </strong>Workers found both exoskeletons supportive, although the hard exoskeleton caused more movement restriction. Both exoskeletons received relatively high ratings of lower back support, receiving average scores of 7.0 (soft exoskeleton) and 7.5 (rigid exoskeleton) out of 10. Improvements in perceived job performance, with average scores of 6.7 (soft exoskeleton) and 6.1 (rigid exoskeleton) out of 10, were also reported, but users' feedback highlighted task-specific differences. Workers raised concerns about thermal discomfort, weight, and entanglement with external objects.</p><p><strong>Conclusion: </strong>Key recommendations are provided to enhance usability and acceptance, including proper training, task-specific usage, ergonomic design improvements, and ensuring compatibility with personal protective equipment. Addressing challenges such as exoskeleton loosening, weight, and mobility restrictions is critical to improve worker comfort and acceptance. This research provides actionable insights for optimizing exoskeleton design and implementation in the construction industry.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-22"},"PeriodicalIF":1.8,"publicationDate":"2026-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147846947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Human Factors Analysis of Vendor-Induced Flow Disruptions in Orthopedic Surgery: Implications for Workflow Integration and System Safety.","authors":"Asfandyar Khan, Albert J Boquet","doi":"10.1080/24725838.2026.2659645","DOIUrl":"https://doi.org/10.1080/24725838.2026.2659645","url":null,"abstract":"<p><p>Occupational ApplicationThis study found that vendors were involved in nearly one-third of all observed flow disruptions during orthopedic surgery, with a disproportionate share linked to coordination issues and protocol failures, including breaches of the sterile field. While vendors provide critical technical expertise on equipment and implants, their involvement can unintentionally blur role boundaries and disrupt team coordination in high-stakes environments. For ergonomics and human factors practitioners, these findings underscore the importance of designing systems that support clearer role delineation, structured integration of non-clinical participants, and improved communication protocols in surgical teams. Practical applications include developing vendor orientation programs, establishing explicit boundaries on clinical versus technical responsibilities, and training OR staff to effectively leverage vendor expertise without over-reliance. Addressing these challenges can improve team resilience, reduce safety risks, and optimize workflow efficiency in surgical and other complex, multidisciplinary work settings.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-8"},"PeriodicalIF":1.8,"publicationDate":"2026-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147791176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ullas U Nayak, Sidhiprada Mohapatra, Bincy M George, Vennila J, G Arun Maiya, Mohandas Rao K G
{"title":"Effectiveness of a Co-Designed Workplace-Based Intervention Program on Pain, Functional Limitation and Quality of Life Among Radiographers- A Study Protocol.","authors":"Ullas U Nayak, Sidhiprada Mohapatra, Bincy M George, Vennila J, G Arun Maiya, Mohandas Rao K G","doi":"10.1080/24725838.2026.2653520","DOIUrl":"https://doi.org/10.1080/24725838.2026.2653520","url":null,"abstract":"<p><p>Occupational ApplicationsThis study protocol outlines a co-design approach to develop a workplace-based intervention for radiographers to prevent and manage work-related musculoskeletal disorders (WRMSDs) and enhance overall well-being. By engaging radiographers, occupational health specialists, and other relevant stakeholders in the intervention design process, the resulting interventions will be tailored specifically to the physical, cognitive, and organizational demands of imaging work. Beyond radiography, the methodology offers a transferable, step-by-step framework for identifying occupation-specific risk factors and translating these findings into tailored, feasible solutions. The protocol advances ergonomics practice by shifting from a prescriptive, one-size-fits-all approach to a collaborative, context-specific design, thereby ensuring that any resulting intervention is both evidence-informed and operationally sustainable, and aligned with real-world workplace needs.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-11"},"PeriodicalIF":1.8,"publicationDate":"2026-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147791153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Integrated Open-Source Framework for Automated Analysis of Driver Activity, Glance, and Vehicle Automation Mode.","authors":"Praneet Sahoo, David Strayer, Francesco Biondi","doi":"10.1080/24725838.2026.2642716","DOIUrl":"https://doi.org/10.1080/24725838.2026.2642716","url":null,"abstract":"","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-16"},"PeriodicalIF":1.8,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147791189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Julio César Ramos Rodríguez, Aide Aracely Maldonado-Macías, Sandra Nelly Leyva-Hernández, Cesar Omar Balderrama Armendáriz
{"title":"Critical Success Factors for Implementing Ergonomics Programs and Their Economic Impact in the Mexican Manufacturing Industry.","authors":"Julio César Ramos Rodríguez, Aide Aracely Maldonado-Macías, Sandra Nelly Leyva-Hernández, Cesar Omar Balderrama Armendáriz","doi":"10.1080/24725838.2026.2646994","DOIUrl":"https://doi.org/10.1080/24725838.2026.2646994","url":null,"abstract":"<p><p>Occupational ApplicationsThe incidence of accidents, occupational diseases, and risk exposure in manufacturing is linked to the diversity of tasks and processes, often compounded by insufficient ergonomics programs. In Mexico, implementing ergonomics effectively remains challenging. This research identifies critical success factors (CSFs) from front-line employees' perspectives, including communication of ergonomic risks, health promotion and training, and accident prevention. Strengthening these factors can improve organizations' economic outcomes by reducing absenteeism, production errors, and lost workdays. Multidisciplinary workplace assessments and validated risk assessment tools further enhance ergonomics practice by identifying at-risk groups and guiding targeted interventions. Integrating these approaches supports safer, more productive manufacturing environments and the achievement of ergonomics program objectives.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-14"},"PeriodicalIF":1.8,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147701024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jennie A Jackson, Leticia B Januario, Svend Erik Mathiassen
{"title":"Effects of a Job Rotation Intervention on Muscle Activity Variability and Health: A Case Study in a Swedish Commercial Laundromat.","authors":"Jennie A Jackson, Leticia B Januario, Svend Erik Mathiassen","doi":"10.1080/24725838.2026.2639100","DOIUrl":"https://doi.org/10.1080/24725838.2026.2639100","url":null,"abstract":"<p><p>Occupational ApplicationsThis pre-post intervention case study found that team-based job rotation (JR) has the potential to increase job-level, within-worker variance bilaterally in trapezius and forearm muscle activity compared with baseline by a mean of 35%, and that an actual increase of 27% was achieved. Most workers experienced an increase in within-worker variance at all four muscle sites. At follow-up, over 45% of JR workers reported lower work demands, less fatigue after work, and feeling more rested and recovered when starting a workday compared to baseline; in contrast, some workers (0-4, depending on body part) reported higher musculoskeletal symptoms at follow-up. These results provide evidence from an occupational setting that a re-distribution of existing tasks can increase the average within-worker exposure variation and suggest that JR can lead to lower demands, lower fatigue, and better recovery; further consideration of the longer-term JR effects on musculoskeletal health is required.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-15"},"PeriodicalIF":1.8,"publicationDate":"2026-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147624983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Some Words from the Honoree.","authors":"Svend Erik Mathiassen","doi":"10.1080/24725838.2026.2639274","DOIUrl":"10.1080/24725838.2026.2639274","url":null,"abstract":"","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"1-2"},"PeriodicalIF":1.8,"publicationDate":"2026-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147625055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Safety and Mental Health Challenges in Emergency Medical Services: A Qualitative Investigation of Rural Paramedic Experiences.","authors":"Christopher McGlynn, Avishek Choudhury","doi":"10.1080/24725838.2025.2600979","DOIUrl":"10.1080/24725838.2025.2600979","url":null,"abstract":"<p><strong>Background: </strong>Paramedics experience high levels of stress, burnout, and mental health concerns that may also compromise safety for both workers and patients. Although these issues have been examined broadly, few qualitative studies have focused on rural U.S. paramedics.</p><p><strong>Purpose: </strong>To explore how rural paramedics perceive sources of occupational stress, mental health challenges, and how these factors contribute to safety risks.</p><p><strong>Method: </strong>Semi-structured interviews were conducted with 24 paramedics in rural Louisiana. Interviews were guided by the Systems Engineering Initiative for Patient Safety (SEIPS) framework and analyzed using thematic analysis to generate codes, subthemes, and overarching themes.</p><p><strong>Results: </strong>Seven major themes were identified: work system processes, occupational stressors, organizational conditions, coping and support strategies, impacts on performance and safety, help-seeking and stigma, and mental health outcomes. Participants described excessive workloads, inadequate staffing, limited resources, and poor management practices as key stressors. Stress and fatigue were linked to cognitive errors, near misses, and driving incidents. Coping strategies relied heavily on individual or informal peer approaches, while stigma and cultural norms discouraged help-seeking. Reported mental health outcomes included burnout, emotional exhaustion, hypervigilance, and suicidal ideation.</p><p><strong>Conclusion: </strong>Occupational stress among rural paramedics represents both a mental health concern and an occupational safety hazard. Addressing staffing, fatigue, stigma, and organizational support as safety priorities may reduce risks for paramedics and patients alike.</p>","PeriodicalId":73332,"journal":{"name":"IISE transactions on occupational ergonomics and human factors","volume":" ","pages":"103-115"},"PeriodicalIF":1.8,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}