Applied ErgonomicsPub Date : 2025-08-19DOI: 10.1016/j.apergo.2025.104617
Soyeon Kim , Fjollë Novakazi , I.C. MariAnne Karlsson
{"title":"Is conditionally automated driving a bad idea? Observations from an on-road study in automated vehicles with multiple levels of driving automation","authors":"Soyeon Kim , Fjollë Novakazi , I.C. MariAnne Karlsson","doi":"10.1016/j.apergo.2025.104617","DOIUrl":"10.1016/j.apergo.2025.104617","url":null,"abstract":"<div><div>With the increasing adoption of driving automation technologies, vehicles equipped with SAE Level 3 driving automation are becoming available on the market. This study explores drivers’ behaviour when driving conditionally automated vehicles on-road, providing multiple levels of driving automation. Sixteen participants drove a Wizard-of-Oz vehicle offering several levels of automation (Manual, SAE Level 2 and Level 3) on a public highway. Data was collected during driving sessions (observations and think-aloud) and post-driving sessions (in-depth interviews). The results indicate that drivers show errors in mode transitions and mode awareness. These errors include unintended deactivation of Level 2 driving automation, confusion about driving modes after disengaging Level 3 driving automation, and confusion about the current driving mode. These findings highlight a fundamental limitation in the design of automation systems when humans are required to operate multiple modes within a single system, making it challenging to distinguish between them clearly. This ambiguity and lack of understanding affected how drivers interacted with, interpreted, and responded to the automated vehicle. The study provides insights for designing automated vehicles with multiple levels of driving automation, aiming to improve mode awareness and overall safety.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104617"},"PeriodicalIF":3.4,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144864598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-08-16DOI: 10.1016/j.apergo.2025.104606
E. van Weelden , T.J. Wiltshire , M. Alimardani , M.M. Louwerse , R.N. Roy , F. Dehais
{"title":"Assessment of individual and dyadic workload of student and instructor pilots in real and simulated flight: An exploratory study","authors":"E. van Weelden , T.J. Wiltshire , M. Alimardani , M.M. Louwerse , R.N. Roy , F. Dehais","doi":"10.1016/j.apergo.2025.104606","DOIUrl":"10.1016/j.apergo.2025.104606","url":null,"abstract":"<div><div>Flight instructors are vital in the training of novice pilots. Just as the mental workload in student pilots fluctuates during training, so does the mental workload of the instructors, affecting their dyadic performance and judgment. This paper explored how training environments (simulated vs. real flight), flight control conditions (student pilot flying vs. monitoring), and flight phases (take-off vs. downwind vs. landing) could affect mental workload in student and instructor pilots, as well as their interpersonal coordination through electrocardiography (ECG) based measures. Student pilots performed four consecutive standard flight traffic patterns with an instructor in a simulator and in real flight, under different flight control conditions of varying workload demands, while their ECG signals were recorded. The results indicated different patterns of interpersonal coordination between simulated and real flight. The other experimental variables, i.e., flight control and flight phase, mostly had an effect on participants’ heart rate and heart rate variability. In accordance with the existing literature, heart rate increased in high workload conditions and flight phases, whilst heart rate variability decreased. Additionally, we observed a linear relationship between subjective workload and physiological synchrony which indicates that student-instructor coordination increased as the student pilot experienced more mental workload in the flight tasks. The current study highlights that individual workload as well as dyadic workload, measured through cardiac signals, can be used to evaluate student-instructor coordination during flight training as an indicator of training outcomes.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104606"},"PeriodicalIF":3.4,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144852633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-08-15DOI: 10.1016/j.apergo.2025.104621
Tessy Luger , Nicole Bott , Robert Seibt, Julia Gabriel, Anne Griese, Angela N. Enghofer, Monika A. Rieger, Benjamin Steinhilber
{"title":"Influence of compression stockings with different compression classes on lower leg edema and perceived discomfort during a two-hour static standing exposure – a pilot study","authors":"Tessy Luger , Nicole Bott , Robert Seibt, Julia Gabriel, Anne Griese, Angela N. Enghofer, Monika A. Rieger, Benjamin Steinhilber","doi":"10.1016/j.apergo.2025.104621","DOIUrl":"10.1016/j.apergo.2025.104621","url":null,"abstract":"<div><div>Lower leg edema (LLE) is considered a surrogate-parameter for stress on the venous system in situations with venous hypertension such as standing at work. Therapy with medical compression stockings (MCS) is well-established in chronic venous insufficiency (CVI) patients for reducing venous pressure. It remains unclear though to what extent increased levels of LLE related to prolonged standing can be diminished by MCS in healthy individuals as well as CVI patients. This paper investigated to what extent wearing MCS class I (CCL I) and II (CCL II) reduces LLE and rating of perceived discomfort (RPD) during prolonged standing among both healthy subjects (n = 32) and CVI patients (n = 12) and how wearing comfort differs between classes. This randomized cross-over trial had three conditions: two-hour standing without MCS, with CCL I (18–21 mmHg), with CCL II (23–32 mmHg). LLE was quantified using waterplethysmography and bioelectrical impedance. RPD was assessed using an 11-point Likert scale. Wearing comfort was assessed using a self-developed questionnaire. Wearing MCS statistically significantly reduced LLE in healthy subjects and CVI patients, with least edema development after wearing CCL II. RPD was reported mainly in the lower-back after two hours (mean 0.9). Wearing comfort was rated slightly better for CCL I. Healthy subjects and CVI patients who spend large parts of the day standing can decrease LLE by wearing MCS, of which CCL I may lead to better long-term compliance.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104621"},"PeriodicalIF":3.4,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144842056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-08-11DOI: 10.1016/j.apergo.2025.104612
Ashish Kumar Singh
{"title":"VR/AR in ergonomics and workspace design: a dual-perspective analysis of applications and implications","authors":"Ashish Kumar Singh","doi":"10.1016/j.apergo.2025.104612","DOIUrl":"10.1016/j.apergo.2025.104612","url":null,"abstract":"<div><div>This literature review systematically examines virtual reality (VR) and augmented reality (AR) technologies in ergonomics and workspace design using a comprehensive dataset of scholarly articles from Web of Science database. A hybrid review methodology integrating both bibliometric and content analysis used HistCite enabled citation-based analysis and performance mapping on 279 articles. Bibliographic coupling analysis using VOSviewer identified five major research themes based on two distinct perspectives: (1) application of VR/AR as tools for improving ergonomic assessments and workspace design, and (2) ergonomic implications of VR/AR system usage. Content analysis of 48 highly relevant articles further explored these themes, elucidating insights into current trends, research gaps, and future research directions. Major outcomes emerged from this analysis demonstrated that integrating VR/AR can improve skill acquisition, reduce errors, and improve user engagement across multiple sectors, from clinical applications to industrial assembly lines. However, persistent barriers include limited field of view in headsets, insufficient haptic fidelity, risk of user fatigue (physical and mental) due to device weight and poorly optimized user interfaces. Key recommendations include prioritizing longitudinal studies on VR/AR efficacy, improving cognitive ergonomics metrics, advancing haptic feedback systems, etc. These insights could provide roadmap for researchers and practitioners implementing immersive technologies for physical and cognitive ergonomic evaluations.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104612"},"PeriodicalIF":3.4,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144809905","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-08-11DOI: 10.1016/j.apergo.2025.104619
Isabella Gegoff, Monica Tatasciore, Vanessa K. Bowden, Shayne Loft
{"title":"The benefits of automation transparency are dependent on human attention control capacity","authors":"Isabella Gegoff, Monica Tatasciore, Vanessa K. Bowden, Shayne Loft","doi":"10.1016/j.apergo.2025.104619","DOIUrl":"10.1016/j.apergo.2025.104619","url":null,"abstract":"<div><div>Increasing automation transparency can improve human decision-making by facilitating appropriate reliance on automated advice. Individual differences in human information processing capacity, or attention control capacity (ACC), may determine how effectively transparency information can be processed and used. We examined the extent to which ACC moderates the relationship between increased transparency provision and accuracy of automation use. Participants completed a simulated uninhabited vehicle (UV) task and were provided automated advice regarding which UV to select to complete missions, accompanied by either no, medium, or high automation transparency. Participants with higher ACC benefitted more from the provision of increased transparency. Specifically, transparency increased the accuracy of automation use for participants with higher ACC, but did not benefit participants with lower ACC. These findings indicate that human ability to effectively process and use transparency information may be dependent on their ACC, which may have implications for interface design, and operator selection and training.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104619"},"PeriodicalIF":3.4,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144826604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-08-11DOI: 10.1016/j.apergo.2025.104615
Yustina Kang , Alex R. Bowers , Jing Xu
{"title":"Are directional or non-directional hazard warnings more helpful for drivers with homonymous visual field loss?","authors":"Yustina Kang , Alex R. Bowers , Jing Xu","doi":"10.1016/j.apergo.2025.104615","DOIUrl":"10.1016/j.apergo.2025.104615","url":null,"abstract":"<div><div>People with homonymous visual field loss (HVFL), the loss of vision in the same half of the visual field in both eyes, are permitted to drive in some jurisdictions. However, the HVFL may cause delayed responses to hazards from the side of their vision loss (blind side). Warnings that indicate hazard direction may be beneficial. This study compared the effects of directional and nondirectional vibrotactile warnings on gaze behaviors and driving responses to pedestrian hazards in a driving simulator. Directional warnings consisted of vibrations on either the left or right side of the seat cushion to indicate the direction of an approaching hazard, while nondirectional warnings provided vibrations on both sides. Warnings were triggered at a 3-s time-to-collision, allowing HVFL drivers time to react. Both warning types were equally efficacious in reducing blind side collisions, with no difference in hazard brake response times. However, differences in gaze fixation behaviors suggest that participants with HVFL used the directional information, as they self-reported, to guide their gaze toward hazards on the blind side. Directional warnings were strongly preferred and resulted in quicker fixations on hazards.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104615"},"PeriodicalIF":3.4,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144809906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-08-02DOI: 10.1016/j.apergo.2025.104604
Karyne C.S. Ang , Shankar Sankaran , Dikai Liu
{"title":"Advancing sociotechnical systems theory: New principles for human-robot team design and development","authors":"Karyne C.S. Ang , Shankar Sankaran , Dikai Liu","doi":"10.1016/j.apergo.2025.104604","DOIUrl":"10.1016/j.apergo.2025.104604","url":null,"abstract":"<div><div>This paper reviews and adapts sociotechnical systems (STS) principles for the design and development of Human-Robot Teams (HRTs). Through a collaborative review process, the authors identify existing STS principles relevant to HRTs, suggest modifications, and introduce new ones to address the unique challenges of designing and developing human-robot teams. A framework of 34 STS principles grouped into seven themes is presented: Systems Design and Adaptation, Human-centered Approach, Integration and Optimization, Collaboration and Participation, Information and Communication, Organizational Alignment and Process Management, and Trust and Reliability. To address the dynamic nature of HRTs incorporating mutual understanding between humans and intelligent robots, eight new principles are introduced: Adaptive Autonomy, Agility and Responsiveness (future thinking), Cognitive Workload Management, Ethical Considerations, Transparency and Explainability, Collaborative Sensemaking, Trustworthiness and Unpredictability Management.</div><div>This STS framework bridges traditional STS theory and AI-enhanced HRTs, guiding developers in creating effective, trustworthy, and ethical HRTs. The paper benefits researchers, developers, and organizations by addressing sociotechnical complexities and upholding a more balanced, ethical, and human-centered collaboration in HRT development.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104604"},"PeriodicalIF":3.4,"publicationDate":"2025-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144757959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-07-31DOI: 10.1016/j.apergo.2025.104603
Kexin Liang , Simeon C. Calvert , Sina Nordhoff , Ming Li , J.W.C. van Lint
{"title":"Predicting drivers’ takeover time for safe and comfortable vehicle control transitions: The role of spare capacity and driver characteristics","authors":"Kexin Liang , Simeon C. Calvert , Sina Nordhoff , Ming Li , J.W.C. van Lint","doi":"10.1016/j.apergo.2025.104603","DOIUrl":"10.1016/j.apergo.2025.104603","url":null,"abstract":"<div><div>Conditionally automated driving requires drivers to resume vehicle control within constrained time budgets upon receiving takeover requests. Accurately predicting drivers’ takeover time (ToT) is essential for dynamically adjusting time budgets to individual needs across scenarios. This study addresses enduring challenges in reliability and interpretability of ToT prediction models by optimizing predictor selection. Using a driving simulator experiment, we examine the relationship between ToT, driver characteristics, and perceived Spare Capacity (pSC, a cognitive construct from Task-Capability Interface theory) using Category Boosting models. Results show that (i) incorporating 13 additional driver characteristics does not significantly improve prediction accuracy when pSC is already considered; and (ii) individual characteristics influence how drivers cognitively process takeover scenarios, and their predictive contribution likely overlaps with pSC. These findings suggest that monitoring cognitive states may be more effective for ToT prediction than extensive profiling of driver characteristics. This study provides a critical first step toward predictive frameworks for adaptive takeover strategies and offers guidance for designing personalized human–vehicle interactions.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104603"},"PeriodicalIF":3.4,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144739736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-07-30DOI: 10.1016/j.apergo.2025.104600
David Waugh , Sharon Newnam , David Rodwell
{"title":"Systematic review of electrical worker competency interventions: A systems-thinking perspective","authors":"David Waugh , Sharon Newnam , David Rodwell","doi":"10.1016/j.apergo.2025.104600","DOIUrl":"10.1016/j.apergo.2025.104600","url":null,"abstract":"<div><div>Around the world, electrical industries implement various systems of regulation to control the inherent risks of working with electricity, including worker licencing. However, being licensed and being competent are not synonymous. Electrical worker competence, specified in this study as including skills, knowledge and attitudes, is crucial to ensuring worker safety. This paper details the results of a systematic review exploring the characteristics and safety outcomes of electrical worker competence interventions. The results are then mapped onto a systems-thinking framework, PreventiMap, to explore the breadth of electrical competence interventions across system levels and what relationships, if any, exist between interventions. Eighteen articles met the inclusion criteria and were included in the review. The methodological quality of the included studies was assessed using the Downs and Black checklist. The PreventiMap showed a predominance of worker competence interventions at the frontline worker. Of the 25 identified interventions, only 2 were mapped in levels outside the frontline worker system level. The quality of the included studies was low reflecting the challenges faced by effectiveness studies of complex interventions in workplace settings. Consistent with previous research, the results of this study highlight electrical worker competency interventions as being reductionist in nature; focusing primarily on the frontline worker level, and with minimal focus on relationships between interventions at different system levels. Accordingly, recommendations are made for research investigating the vertical integration of interventions, particularly those that include interventions at higher system levels.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104600"},"PeriodicalIF":3.4,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144724023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Applied ErgonomicsPub Date : 2025-07-29DOI: 10.1016/j.apergo.2025.104609
Kangwon Kim , Woojin Park
{"title":"Exploring the impacts of tactical vest load mass on the relationship between balance control capability and rifle marksmanship in soldiers","authors":"Kangwon Kim , Woojin Park","doi":"10.1016/j.apergo.2025.104609","DOIUrl":"10.1016/j.apergo.2025.104609","url":null,"abstract":"<div><div>This study investigated how varying masses of combat items attached to tactical vests moderate the relationship between soldiers' balance control capability and rifle marksmanship performance. Four load mass levels (2.5, 5, 7.5, and 10 kg) were tested. Participants' postural sway was recorded during an upright standing task using a force plate, and their rifle marksmanship performance was measured in two postures using a mock-up rifle with an optical sensor. Correlation analyses were conducted to assess the relationship between postural sway and rifle marksmanship performance at each load level. Correlations between postural sway and rifle marksmanship performance measures generally increased and became more frequently statistically significant with heavier loads. These findings indicate that balance control capability is closely associated with military rifle marksmanship, particularly under heavier load conditions. Training programs and devices that improve balance control could significantly enhance soldier lethality and contribute to military operational success.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"129 ","pages":"Article 104609"},"PeriodicalIF":3.4,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144722434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}