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Mukherjee TR, Tyagi O, Mehta RK. Differences in neural strategies explain exoskeleton-related benefits in performance over time during complex visuomotor wiring tasks. APPLIED ERGONOMICS 2025; 127:104532. [PMID: 40239298 DOI: 10.1016/j.apergo.2025.104532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 04/06/2025] [Accepted: 04/09/2025] [Indexed: 04/18/2025]
Abstract
This study evaluated the effects of a passive shoulder exoskeleton on neural, muscular, and perceptual responses during a three-day visuomotor wiring task involving overhead reaching. The task required participants to sequentially connect 40 randomly arranged targets on a two-dimensional board using a wire, engaging both motor and cognitive processes such as working memory and visual search. Twenty-four novice participants, balanced by sex, were randomly assigned to either an exoskeleton or a control group. The exoskeleton group demonstrated reduced upper extremity muscle activity but increased lower back activity. Despite similar perceived exertion levels between the groups, exoskeleton users reported lower mental demands, quicker visual searches, and higher task accuracy over time, all while exhibiting comparable task completion times. Neural analysis revealed greater functional specialization in the exoskeleton group, whereas the control group prioritized fronto-motor network integration. These findings provide valuable insights for practitioners contemplating the implementation of exoskeletons for tasks requiring both physical and cognitive engagement effort.
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Affiliation(s)
- Tiash Rana Mukherjee
- J. Mike Walker '66 Department of Mechanical Engineering, Texas A&M University, College Station, TX, 77840, USA
| | - Oshin Tyagi
- Department of Industrial & Operations Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Ranjana K Mehta
- Department of Industrial Engineering, University of Wisconsin - Madison, Madison, WI, 53706, USA.
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Choi B, Park J. Analysis of agricultural applicability of arm-support exoskeletons with simulated orchard pruning and harvesting tasks. J Electromyogr Kinesiol 2025; 82:103008. [PMID: 40179602 DOI: 10.1016/j.jelekin.2025.103008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 03/20/2025] [Accepted: 03/25/2025] [Indexed: 04/05/2025] Open
Abstract
Repetitive upper limb movements involved in pruning and harvesting tasks can cause musculoskeletal disorders, threatening the sustainability of the agricultural workforce. The present study determines whether arm-support exoskeletons (ASEs) would be an effective intervention to reduce the physical strain associated with manual pruning and harvesting tasks in orchard agriculture. Participants (n = 24; sex-balanced) performed simulated pruning and harvesting tasks at four different heights using two commercially available ASEs. Muscle activity, perceived exertion, task completion time, and usability were measured. The results indicated that ASEs significantly reduced muscle activity in the upper limbs. However, this resulted in additional strain on other body parts, such as the lower back and lower limbs, and increased task completion time. These findings highlight the need for continuous research and systematic designs to pursue feasible interventions for implementing ASEs in orchard agriculture. The findings of this study are expected to contribute to understanding the potential benefits and limitations of using ASEs in pruning and harvesting tasks, specifically in the context of orchard agriculture.
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Affiliation(s)
- Byungkyu Choi
- Department of Industrial Engineering, Konkuk University, Seoul, Republic of Korea
| | - Jaehyun Park
- Department of Industrial Engineering, Konkuk University, Seoul, Republic of Korea.
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Kang SH, Wolf E, Lowe L, Mirka GA. Effects of a Passive Back-Support Exosuit on Objective and Subjective Measures of Human Performance During a Simulated Bush-Crop Harvesting Task. J Agromedicine 2025:1-12. [PMID: 39988870 DOI: 10.1080/1059924x.2025.2470257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
OBJECTIVE Interest in wearable passive back-supports (exoskeletons/suits) has grown rapidly as a tool to reduce the risk of low back injury by reducing lumbar extensor muscle loading. Previous studies have shown the effectiveness of passive back-support exoskeleton/suit at reducing low back muscle activity/fatigue in a variety of tasks, but it is unclear whether an exoskeleton/exosuit intervention would be effective in agricultural harvesting tasks that require complex three-dimensional dynamic motions, long duration stooped postures, and variable engagement of the lower extremities. The objective of the current study was to evaluate the effects of a passive lumbar support exosuit on muscle fatigue and comfort/mobility during a simulated harvesting task in a controlled laboratory setting. METHODS Sixteen participants were asked to perform a continuous work task that simulated a 3-min bout of harvesting from a bush crop. Participants harvested at a rate of 1 unit per 2 s and were permitted to assume any effective harvesting position except a full kneeling posture. Test contractions and subjective assessments were performed before and after each 3-min bout of a simulated harvesting task to allow for an assessment of the 1) changes in objective measures of erector spinae muscle fatigue development (both time domain and frequency domain measures of muscle fatigue) and 2) subjective measures of physical fatigue, and 3) exosuit comfort and mobility constraints. RESULTS The exosuit significantly mitigated the increases in EMG amplitude in the time domain (p = .015; Cohen's d = 0.46) indicating a mitigation of muscle fatigue, but there was no significant exosuit effect on median frequency (p = .145) or perceived fatigue in the low back (p = .289). In addition, the exosuit use was associated with significant increases in perceived movement restriction (p < .001; d = 0.82) which were also manifested in terms of significant effects of the exosuit on the magnitude of the 90th percentile of the trunk flexion (p = .027, d = 0.29). CONCLUSION The results of this study demonstrated moderate muscle fatigue reduction effects at the cost of a negative impact on objective and subjective measures of trunk motion restrictions and comfort.
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Affiliation(s)
- Sang Hyeon Kang
- The Physical Ergonomics and Biomechanics Laboratory, Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, IA, USA
- Human Performance Institute, Department of Industrial and Entrepreneurial Engineering and Engineering Management, Western Michigan University, Kalamazoo, MI, USA
| | - Emma Wolf
- The Physical Ergonomics and Biomechanics Laboratory, Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, IA, USA
| | - Luke Lowe
- The Physical Ergonomics and Biomechanics Laboratory, Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, IA, USA
| | - Gary A Mirka
- The Physical Ergonomics and Biomechanics Laboratory, Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, IA, USA
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Preethichandra DMG, Piyathilaka L, Sul JH, Izhar U, Samarasinghe R, Arachchige SD, de Silva LC. Passive and Active Exoskeleton Solutions: Sensors, Actuators, Applications, and Recent Trends. SENSORS (BASEL, SWITZERLAND) 2024; 24:7095. [PMID: 39517992 PMCID: PMC11548343 DOI: 10.3390/s24217095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Revised: 10/28/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024]
Abstract
Recent advancements in exoskeleton technology, both passive and active, are driven by the need to enhance human capabilities across various industries as well as the need to provide increased safety for the human worker. This review paper examines the sensors, actuators, mechanisms, design, and applications of passive and active exoskeletons, providing an in-depth analysis of various exoskeleton technologies. The main scope of this paper is to examine the recent developments in the exoskeleton developments and their applications in different fields and identify research opportunities in this field. The paper examines the exoskeletons used in various industries as well as research-level prototypes of both active and passive types. Further, it examines the commonly used sensors and actuators with their advantages and disadvantages applicable to different types of exoskeletons. Communication protocols used in different exoskeletons are also discussed with the challenges faced.
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Affiliation(s)
- D. M. G. Preethichandra
- School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4701, Australia; (L.P.); (J.-H.S.); (S.D.A.)
| | - Lasitha Piyathilaka
- School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4701, Australia; (L.P.); (J.-H.S.); (S.D.A.)
| | - Jung-Hoon Sul
- School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4701, Australia; (L.P.); (J.-H.S.); (S.D.A.)
| | - Umer Izhar
- School of Science, Technology and Engineering (SSTE), University of the Sunshine Coast, Sippy Downs, QLD 4502, Australia;
| | - Rohan Samarasinghe
- Department of ICT, Faculty of Technology, University of Colombo, Colombo 00700, Sri Lanka;
| | - Sanura Dunu Arachchige
- School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4701, Australia; (L.P.); (J.-H.S.); (S.D.A.)
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Zheng L, Pan C, Wei L, Bahreinizad H, Chowdhury S, Ning X, Santos F. Shoulder-assist exoskeleton effects on balance and muscle activity during a block-laying task on a simulated mast climber. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS 2024; 104:10.1016/j.ergon.2024.103652. [PMID: 39449710 PMCID: PMC11497863 DOI: 10.1016/j.ergon.2024.103652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2024]
Abstract
Interest in utilizing exoskeletons to mitigate the risks of musculoskeletal disorders (MSDs) among construction workers is growing, spurred by encouraging results in other industries. However, it is crucial to carefully examine their impact on workers' stability and balance before implementation. In this study, seven male participants lifted a 35-lb cinder block from a production table to a simulated wall at two heights-elbow and shoulder levels-using three different exoskeleton models on an unstable platform, where their balance and shoulder muscle activity were assessed. Balance-related parameters, included mean distance (MDIST), total excursion (EXCUR), and mean velocity (VEL) of the center of pressure, were derived from force plate data. Muscle activity in six shoulder and upper arm muscles was estimated using electromyography (EMG) data. The results indicated that wearing two of the exoskeletons significantly increased both total and medio-lateral (ML) MDIST compared to not wearing an exoskeleton. Wearing one of the exoskeletons significantly increased total and ML VEL and ML EXCUR. Although lifting level did not have a significant impact on the balance parameters, it did affect the muscle activity in most of the measured muscles. Moreover, only one exoskeleton significantly reduced the activity in a particular shoulder muscle compared to no exoskeleton use. In conclusion, the evaluated shoulder-assist exoskeletons showed limited benefits for preventing upper extremity MSDs and may negatively affect whole-body balance during a block-laying task on an unstable platform. These findings underscore the importance of comprehensive evaluations of balance and effectiveness prior to adopting exoskeletons in construction.
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Affiliation(s)
- Liying Zheng
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health (NIOSH), Morgantown, WV, USA
| | | | - Leonardo Wei
- Department of Industrial, Manufacturing, and Systems Engineering, Texas Tech University, Lubbock, TX, USA
| | - Hossein Bahreinizad
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA
| | - Suman Chowdhury
- Department of Industrial, Manufacturing, and Systems Engineering, Texas Tech University, Lubbock, TX, USA
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA
| | - Xiaopeng Ning
- Division of Safety Research, NIOSH, Morgantown, WV, USA
| | - Felipe Santos
- Department of Industrial, Manufacturing, and Systems Engineering, Texas Tech University, Lubbock, TX, USA
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Arachchige SD, Piyathilaka L, Sul JH, Preethichandra DMG. A Review of Potential Exoskeletons for the Prevention of Work-Related Musculoskeletal Disorders in Agriculture. SENSORS (BASEL, SWITZERLAND) 2024; 24:7026. [PMID: 39517920 PMCID: PMC11548226 DOI: 10.3390/s24217026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 10/28/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
Exoskeletons possess a high potential for assisting the human workforce while eliminating or reducing the risk of Work-Related Musculoskeletal Disorders (WMSDs). However, their usage in agricultural work, where there is a plethora of reported WMSD cases, seems limited. Since agricultural tasks are complex and performed in harsh environments, developing novel exoskeleton-based solutions could be challenging. However, commercial exoskeletons are already being used in various other industries, such as logistics, military, medicine, and manufacturing. Thus, it is expected that those existing exoskeleton solutions could be applied to agricultural tasks. Nevertheless, prior to implementation, assessing the feasibility, efficacy, and necessary modifications for these exoskeletons is imperative to supporting agricultural activities prone to WMSDs. In this review, prevalent exoskeletons documented in scientific literature are identified, and their potential relevance to agricultural tasks with elevated WMSD risks is evaluated. The review further highlights and deliberates on exoskeletons that could be applicable in an agricultural context. This comprehensive examination serves as a foundational step towards the conceptualization and development of exoskeleton-based approaches tailored explicitly for agricultural tasks.
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Affiliation(s)
- Sanura Dunu Arachchige
- School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4701, Australia; (L.P.); (J.-H.S.)
| | | | | | - D. M. G. Preethichandra
- School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4701, Australia; (L.P.); (J.-H.S.)
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Assare-Mokwah E, Arunkumar S. Application of human-centered design principles to wearable exoskeletons: a systematic review. Disabil Rehabil Assist Technol 2024:1-22. [PMID: 39444223 DOI: 10.1080/17483107.2024.2415433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 08/11/2024] [Accepted: 10/07/2024] [Indexed: 10/25/2024]
Abstract
Purpose of the article: As technologies continue to advance, designing wearable exoskeletons that are comfortable, safe, reliable, and engaging for users is an arduous task. The integration of HCD principles in exoskeleton development significantly contributes to ensuring that the product meets the needs and preferences of users. This study systematically reviews the application of human-centred design (HCD) principles in the development of wearable exoskeletons. Methodology: It synthesizes existing literature, identifies key HCD concepts and assesses their impact on exoskeleton usability, comfort, and safety. The findings of the study revealed a moderate application of HCD in many of the studies; however, the concepts were found to play a crucial role in enhancing the usability, safety, and comfort of wearable exoskeleton technology implementation. Challenges revealed in the study include limited stakeholder involvement, a lack of standardized evaluation metrics, non-consideration of ethical, legal, and social issues, and a lack of studies on the potential adverse effects of exoskeleton use. Besides identifying the challenges faced in integrating HCD principles into exoskeleton development, the study also proposed pragmatic approaches to overcome them. Results: The study underscores the significance of incorporating human-centred design principles in the design and development of wearable exoskeletons. This has implications for industry, rehabilitation, health, and agriculture to churn out positive outcomes. The research contributes to the expanding literature on wearable exoskeletons and HCD, offering valuable insights into the advancement of this technology in various domains and suggesting areas for future studies to address identified gaps.
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Affiliation(s)
| | - S Arunkumar
- Department of Mechanical Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India
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Zheng B, Chen H, Zhou X, Kim SY, Yu D. Passive Exoskeletons During Live Surgeries: Supporting Forward Head Postures Among Veterinary Surgeons. IISE Trans Occup Ergon Hum Factors 2024:1-8. [PMID: 39440358 DOI: 10.1080/24725838.2024.2411552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 08/26/2024] [Accepted: 09/28/2024] [Indexed: 10/25/2024]
Abstract
TECHNICAL ABSTRACTBackground: Musculoskeletal symptoms (MSS) are prevalent among veterinary surgeons. Recent research has proposed exoskeletons as potential solutions in reducing the risk of musculoskeletal disorders among surgeons, but no studies have addressed the neck forward postures (opposite of overhead work), a unique ergonomic neck risk, commonly required during live, open surgery. Purpose: We explored the effectiveness of a passive neck-support exoskeleton during live veterinary surgical procedures with experienced surgeons. Methods: We employed a within-subject crossover design involving surgeons who participated in procedures across specialties including soft tissue and orthopedics. Participants performed entire surgeries with and without a front head posture support prototype exoskeleton, and they completed pre- and post-surgical surveys to assess MSS and perceived effort. The Wilcoxon Signed Rank Test was used to compare median values of MSS and the perceived effort of each participant when they operated with and without the exoskeleton. Results: We collected data during 28 procedures involving eight surgeons, with each subject performing at least one surgery with (intervention) and at least one surgery without (control) the exoskeleton (randomized order). The number of control and intervention cases for each participant was balanced. We found that the difference in neck stiffness before and after surgery was greater in the control surgeries compared to when using the exoskeleton intervention. Increases in neck pain and neck stiffness were only observed in control cases, whereas no participant reported increased neck pain or neck stiffness when the exoskeleton was used. Conclusion: Our results indicate that a passive forward head posture support exoskeleton is a promising intervention for reducing the risk of MSS in live surgical procedures.
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Affiliation(s)
- Bowen Zheng
- School of Industrial Engineering, Purdue University, West Lafayette, IN, USA
| | - Haozhi Chen
- School of Industrial Engineering, Purdue University, West Lafayette, IN, USA
| | - Xinsheng Zhou
- School of Industrial Engineering, Purdue University, West Lafayette, IN, USA
| | - Sun Young Kim
- College of Veterinary Medicine, Purdue University, West Lafayette, IN, USA
| | - Denny Yu
- College of Veterinary Medicine, Purdue University, West Lafayette, IN, USA
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Kuber PM, Rashedi E. Training and Familiarization with Industrial Exoskeletons: A Review of Considerations, Protocols, and Approaches for Effective Implementation. Biomimetics (Basel) 2024; 9:520. [PMID: 39329542 PMCID: PMC11430590 DOI: 10.3390/biomimetics9090520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 08/25/2024] [Accepted: 08/27/2024] [Indexed: 09/28/2024] Open
Abstract
Effective training programs are essential for safely integrating exoskeletons (EXOs) in industrial workplaces. Since the effects of wearable systems depend highly upon their proper use, lack of training of end-users may cause adverse effects on users. We reviewed articles that incorporated training and familiarization protocols to train novices on proper operation/use of EXOs. Findings showed variation in training methods that were implemented to train study participants in EXO evaluation studies. Studies also indicate that multiple (up to four) sessions may be needed for novice EXO wearers to match movement patterns of experts, and training can offer benefits in enhancing motor learning in novices. Biomechanical assessments and ergonomic evaluations can be helpful in developing EXO-specific training protocols by determining training parameters (duration/number of sessions and task difficulty). Future directions include development of personalized training approaches by assessing user behavior/performance through integration of emerging sensing technologies. Application of simulators and use of data-driven approaches for customizing training protocols to individuals, tasks, and EXO design are provided along with a comprehensive training framework. Discussed elements in this article can be helpful to exoskeleton researchers in familiarizing novice users to EXOs prior to evaluation, and to practitioners in developing protocols for training workforce.
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Affiliation(s)
| | - Ehsan Rashedi
- Rochester Institute of Technology, 1 Lomb Memorial Dr, Rochester, NY 14623, USA;
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Qi X, Yao X, Cong X, Li S, Han M, Tao Z, Yang X, Qi X, Shi F, Wang S. Profile and risk factors in farmer injuries: a review based on Haddon matrix and 5 E's risk reduction strategy. Front Public Health 2024; 12:1322884. [PMID: 38903585 PMCID: PMC11187248 DOI: 10.3389/fpubh.2024.1322884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 05/20/2024] [Indexed: 06/22/2024] Open
Abstract
Farmers are considered a high-risk group for intentional and unintentional injuries. This review identified significant risk factors for agricultural injuries in farmers and explored injury prevention countermeasures based on the literature. Therefore, CiteSpace software was used to analyze the relevant literature in this field. Additionally, we identified both key risk factors and countermeasures using the Haddon matrix and the 5 E's risk reduction strategies conceptual framework, respectively. The risk factors were identified from four categories (host, agent, physical environment, and social environment) corresponding to three phases (pre-event, event, and post-event). Interventions of 5 E's risk reduction strategies including education, engineering, enforcement, economic, and emergency response have been proven effective in preventing injuries or reducing their severity. Our findings provide a comprehensive foundation and research direction for the study and prevention of injuries among farmers.
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Affiliation(s)
- Xuejie Qi
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Xue Yao
- Department of Interventional Vascular Surgery, China Rongtong Medical and Health Group Zibo 148 Hospital, Zibo, China
| | - Xianzhu Cong
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Shuang Li
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Mei Han
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Zikun Tao
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Xi Yang
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Xiao Qi
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Fuyan Shi
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
| | - Suzhen Wang
- Key Laboratory of Medicine and Health of Shandong Province, Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, China
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Coccia A, Capodaglio EM, Amitrano F, Gabba V, Panigazzi M, Pagano G, D’Addio G. Biomechanical Effects of Using a Passive Exoskeleton for the Upper Limb in Industrial Manufacturing Activities: A Pilot Study. SENSORS (BASEL, SWITZERLAND) 2024; 24:1445. [PMID: 38474980 PMCID: PMC10935392 DOI: 10.3390/s24051445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/16/2024] [Accepted: 02/21/2024] [Indexed: 03/14/2024]
Abstract
This study investigates the biomechanical impact of a passive Arm-Support Exoskeleton (ASE) on workers in wool textile processing. Eight workers, equipped with surface electrodes for electromyography (EMG) recording, performed three industrial tasks, with and without the exoskeleton. All tasks were performed in an upright stance involving repetitive upper limbs actions and overhead work, each presenting different physical demands in terms of cycle duration, load handling and percentage of cycle time with shoulder flexion over 80°. The use of ASE consistently lowered muscle activity in the anterior and medial deltoid compared to the free condition (reduction in signal Root Mean Square (RMS) -21.6% and -13.6%, respectively), while no difference was found for the Erector Spinae Longissimus (ESL) muscle. All workers reported complete satisfaction with the ASE effectiveness as rated on Quebec User Evaluation of Satisfaction with Assistive Technology (QUEST), and 62% of the subjects rated the usability score as very high (>80 System Usability Scale (SUS)). The reduction in shoulder flexor muscle activity during the performance of industrial tasks is not correlated to the level of ergonomic risk involved. This preliminary study affirms the potential adoption of ASE as support for repetitive activities in wool textile processing, emphasizing its efficacy in reducing shoulder muscle activity. Positive worker acceptance and intention to use ASE supports its broader adoption as a preventive tool in the occupational sector.
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Affiliation(s)
- Armando Coccia
- Bioengineering Unit of Telese Terme Institute, Istituti Clinici Scientifici Maugeri IRCCS, 82037 Telese Terme, BN, Italy; (A.C.); (G.D.)
| | - Edda Maria Capodaglio
- Occupational Therapy and Ergonomics Unit of Pavia Institute, Istituti Clinici Scientifici Maugeri IRCCS, 27100 Pavia, PV, Italy;
| | - Federica Amitrano
- Bioengineering Unit of Telese Terme Institute, Istituti Clinici Scientifici Maugeri IRCCS, 82037 Telese Terme, BN, Italy; (A.C.); (G.D.)
| | - Vittorio Gabba
- Department of Clinical-Surgical, Diagnostic and Pediatrics, University of Pavia, 27100 Pavia, PV, Italy;
| | - Monica Panigazzi
- Occupational Therapy and Ergonomics Unit of Montescano Institute, Istituti Clinici Scientifici Maugeri IRCCS, 27040 Montescano, PV, Italy;
| | - Gaetano Pagano
- Bioengineering Unit of Bari Institute, Istituti Clinici Scientifici Maugeri IRCCS, 70124 Bari, BA, Italy;
| | - Giovanni D’Addio
- Bioengineering Unit of Telese Terme Institute, Istituti Clinici Scientifici Maugeri IRCCS, 82037 Telese Terme, BN, Italy; (A.C.); (G.D.)
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Rafique S, Rana SM, Bjorsell N, Isaksson M. Evaluating the advantages of passive exoskeletons and recommendations for design improvements. J Rehabil Assist Technol Eng 2024; 11:20556683241239875. [PMID: 38524246 PMCID: PMC10958811 DOI: 10.1177/20556683241239875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 03/01/2024] [Indexed: 03/26/2024] Open
Abstract
Construction and manufacturing workers undertake physically laborious activities which put them at risk of developing serious musculoskeletal disorders (MSDs). In the EU, millions of workers are being affected by workplace-related MSDs, inflicting huge financial implications on the European economy. Besides that, increased health problems and financial losses, severe shortages of skilled labor also emerge. The work aims to create awareness and accelerate the adoption of exoskeletons among SMEs and construction workers to reduce MSDs. Large-scale manufacturers and automobile assemblers are more open to adopt exoskeletons, however, the use of exoskeletons in small and medium enterprises (SMEs) is still not recognized. This paper presents an experimental study demonstrating the advantages of different exoskeletons while performing workers' tasks. The study illustrates how the use of certain upper and lower body exoskeletons can reduce muscle effort. The muscle activity of the participants was measured using EMG sensors and was compared while performing designated tasks. It was found that up to 60% reduction in human effort can be achieved while performing the same tasks using exoskeletons. This can also help ill workers in rehabilitation and putting them back to work. The study concludes with pragmatic recommendations for future exoskeletons.
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Affiliation(s)
- Sajid Rafique
- Department of Electrical Engineering, Mathematics, and Science, University of Gävle, Gävle, Sweden
| | - Shaikh Masud Rana
- Department of Electrical Engineering, Mathematics, and Science, University of Gävle, Gävle, Sweden
| | - Niclas Bjorsell
- Department of Electrical Engineering, Mathematics, and Science, University of Gävle, Gävle, Sweden
| | - Magnus Isaksson
- Faculty of Health and Occupational Studies, University of Gävle, Gävle, Sweden
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Dalbøge A, Frost J, Grytnes R, Roy JS, Samani A, Høyrup Christiansen D. Effects of a passive shoulder exoskeleton on muscle activity among Danish slaughterhouse workers. APPLIED ERGONOMICS 2024; 114:104111. [PMID: 37611536 DOI: 10.1016/j.apergo.2023.104111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 07/02/2023] [Accepted: 08/09/2023] [Indexed: 08/25/2023]
Abstract
AIM To evaluate the effect of a shoulder exoskeleton on muscle activity and to compare the effect with a lifting glove among slaughterhouse workers in occupational settings. MATERIALS AND METHODS We conducted a crossover study of 26 workers measured during two work days with and without the use of a passive shoulder exoskeleton and a lifting glove at a Danish slaughterhouse. Electromyography sensors were placed bilateral on 5 shoulder muscles. The 10th, 50th, and 90th percentiles of muscle activity normalized by maximal voluntary contractions were measured and analyzed using mixed effect models. RESULTS For the 50th percentiles of the agonist muscles, the exoskeleton reduced muscle activity bilaterally for deltoid anterior with up to 29.47%, deltoid middle with 10.22%, and upper trapezius with 22.21%. The lifting glove only reduced muscle activity for right deltoid anterior (36.59%) and upper trapezius (7.11%), but generally increased left muscle activity with up to 15.58%. DISCUSSION The exoskeleton showed larger reductions in muscle activity compared to the lifting glove.
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Affiliation(s)
- Annett Dalbøge
- Department of Occupational Medicine, Danish Ramazzini Center, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark; Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 82, 8200, Aarhus N, Denmark.
| | - Jeppe Frost
- Department of Occupational Medicine, University Research Clinic, Danish Ramazzini Centre, Goedstrup Hospital, 7400, Herning, Denmark
| | - Regine Grytnes
- Department of Occupational Medicine, University Research Clinic, Danish Ramazzini Centre, Goedstrup Hospital, 7400, Herning, Denmark
| | - Jean-Sebastian Roy
- Faculty of Medicine, Laval University, 1050 Avenue de la Médecine, Quebec City, QC, G1 V 0A6, Canada; Centre for Interdisciplinary Research in Rehabilitation and Social Integration, 525 Boulevard Wilfrid-Hamel, Quebec City, QC, G1 M 2S8, Canada
| | - Afshin Samani
- Sport Sciences - Performance and Technology, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - David Høyrup Christiansen
- Department of Occupational Medicine, University Research Clinic, Danish Ramazzini Centre, Goedstrup Hospital, 7400, Herning, Denmark; Elective Surgery Centre, Silkeborg Regional Hospital, Silkeborg, Denmark; Research, Regional Hospital Central Jutland, Viborg, Denmark
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Arnoux B, Farr A, Boccara V, Vignais N. Evaluation of a Passive Upper Limb Exoskeleton in Healthcare Workers during a Surgical Instrument Cleaning Task. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3153. [PMID: 36833846 PMCID: PMC9962376 DOI: 10.3390/ijerph20043153] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/06/2023] [Accepted: 02/07/2023] [Indexed: 06/18/2023]
Abstract
(1) Background: Healthcare workers are highly affected by work-related musculoskeletal disorders, particularly in the lower back, neck and shoulders, as their occupational tasks expose them to biomechanical constraints. One solution to prevent these musculoskeletal disorders may be the use of a passive exoskeleton as it aims to reduce muscle solicitation. However, few studies have been carried out directly in this field to assess the impact of the use of a passive upper limb exoskeleton on this population. (2) Methods: Seven healthcare workers, equipped with electromyographic sensors, performed a tool cleaning task with and without a passive upper limb exoskeleton (Hapo MS, Ergosanté Technologie, France). Six muscles of the upper limbs were analysed, i.e., anterior deltoid, biceps brachii, pectoralis major, latissimus dorsi, triceps brachii and longissimus thoracis. A subjective analysis of the usability of the equipment, the perception of effort and discomfort, was also carried out using the System Usability Scale and the Borg scale. (3) Results: The longissimus thoracis was the most used muscle during this task. We observed a significant decrease in the muscular solicitation of the anterior deltoid and latissimus dorsi when wearing the exoskeleton. Other muscles were not significantly impacted by the device. (4) Conclusions: the passive exoskeleton used in this study allowed the reduction in muscular load on the anterior deltoid and latissimus dorsi without negative effects on other muscles. Other field studies with exoskeletons are now necessary, particularly in hospitals, to increase our knowledge and improve the acceptability of this system for the prevention of musculoskeletal disorders.
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Affiliation(s)
- Bastien Arnoux
- CIAMS, Université Paris-Saclay, 91405 Orsay, France
- CIAMS, Université d’Orléans, 45067 Orléans, France
| | - Anaïs Farr
- CIAMS, Université Paris-Saclay, 91405 Orsay, France
- CIAMS, Université d’Orléans, 45067 Orléans, France
| | - Vincent Boccara
- LIMSI CNRS, Université Paris Sud XI, CEDEX, 91403 Orsay, France
| | - Nicolas Vignais
- CIAMS, Université Paris-Saclay, 91405 Orsay, France
- CIAMS, Université d’Orléans, 45067 Orléans, France
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Mahmud D, Bennett ST, Zhu Z, Adamczyk PG, Wehner M, Veeramani D, Dai F. Identifying Facilitators, Barriers, and Potential Solutions of Adopting Exoskeletons and Exosuits in Construction Workplaces. SENSORS (BASEL, SWITZERLAND) 2022; 22:9987. [PMID: 36560355 PMCID: PMC9785667 DOI: 10.3390/s22249987] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 05/31/2023]
Abstract
Exoskeletons and exosuits (collectively termed EXOs) have the potential to reduce the risk of work-related musculoskeletal disorders (WMSDs) by protecting workers from exertion and muscle fatigue due to physically demanding, repetitive, and prolonged work in construction workplaces. However, the use of EXOs in construction is in its infancy, and much of the knowledge required to drive the acceptance, adoption, and application of this technology is still lacking. The objective of this research is to identify the facilitators, barriers, and corresponding solutions to foster the adoption of EXOs in construction workplaces through a sequential, multistage Delphi approach. Eighteen experts from academia, industry, and government gathered in a workshop to provide insights and exchange opinions regarding facilitators, barriers, and potential solutions from a holistic perspective with respect to business, technology, organization, policy/regulation, ergonomics/safety, and end users (construction-trade professionals). Consensus was reached regarding all these perspectives, including top barriers and potential solution strategies. The outcomes of this study will help the community gain a comprehensive understanding of the potential for EXO use in the construction industry, which may enable the development of a viable roadmap for the evolution of EXO technology and the future of EXO-enabled workers and work in construction workplaces.
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Affiliation(s)
- Dilruba Mahmud
- Wadsworth Department of Civil and Environmental Engineering, West Virginia University, Morgantown, WV 26506, USA
| | - Sean T. Bennett
- Department of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Zhenhua Zhu
- Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Peter G. Adamczyk
- Department of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Michael Wehner
- Department of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Dharmaraj Veeramani
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Fei Dai
- Wadsworth Department of Civil and Environmental Engineering, West Virginia University, Morgantown, WV 26506, USA
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Moeller T, Krell-Roesch J, Woll A, Stein T. Effects of Upper-Limb Exoskeletons Designed for Use in the Working Environment—A Literature Review. Front Robot AI 2022; 9:858893. [PMID: 35572378 PMCID: PMC9099018 DOI: 10.3389/frobt.2022.858893] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 03/11/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction: Many employees report high physical strain from overhead work and resulting musculoskeletal disorders. The consequences of these conditions extend far beyond everyday working life and can severely limit the quality of life of those affected. One solution to this problem may be the use of upper-limb exoskeletons, which are supposed to relieve the shoulder joint in particular. The aim of this literature review was to provide an overview of the use and efficacy of exoskeletons for upper extremities in the working environment.Methods: A literature review was conducted using the PICO scheme and the PRISMA statement. To this end, a systematic search was performed in the PubMed, Web of Science and Scopus databases in May 2020 and updated in February 2022. The obtained studies were screened using previously defined inclusion and exclusion criteria and assessed for quality. Pertinent data were then extracted from the publications and analyzed with regard to type of exoskeleton used as well as efficacy of exoskeleton use.Results: 35 suitable studies were included in the review. 18 different exoskeletons were examined. The majority of the exoskeletons only supported the shoulder joint and were used to assist individuals working at or above shoulder level. The main focus of the studies was the reduction of muscle activity in the shoulder area. Indeed, 16 studies showed a reduced activity in the deltoid and trapezius muscles after exoskeleton use. Kinematically, a deviation of the movement behavior could be determined in some models. In addition, study participants reported perceived reduction in exertion and discomfort.Discussion: Exoskeletons for upper extremities may generate significant relief for the intended tasks, but the effects in the field (i.e., working environment) are less pronounced than in the laboratory setting. This may be due to the fact that not only overhead tasks but also secondary tasks have to be performed in the field. In addition, currently available exoskeletons do not seem to be suitable for all overhead workplaces and should always be assessed in the human-workplace context. Further studies in various settings are required that should also include more females and older people.
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De Bock S, Ghillebert J, Govaerts R, Tassignon B, Rodriguez-Guerrero C, Crea S, Veneman J, Geeroms J, Meeusen R, De Pauw K. Benchmarking occupational exoskeletons: An evidence mapping systematic review. APPLIED ERGONOMICS 2022; 98:103582. [PMID: 34600307 DOI: 10.1016/j.apergo.2021.103582] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES To provide an overview of protocols assessing the effect of occupational exoskeletons on users and to formulate recommendations towards a literature-based assessment framework to benchmark the effect of occupational exoskeletons on the user. METHODS PubMed (MEDLINE), Web of Science database and Scopus were searched (March 2, 2021). Studies were included if they investigated the effect of one or more occupational exoskeletons on the user. RESULTS In total, 139 eligible studies were identified, encompassing 33, 25 and 18 unique back, shoulder and other exoskeletons, respectively. Device validation was most frequently conducted using controlled tasks while collecting muscle activity and biomechanical data. As the exoskeleton concept matures, tasks became more applied and the experimental design more representative. With that change towards realistic testing environments came a trade-off with experimental control, and user experience data became more valuable. DISCUSSION This evidence mapping systematic review reveals that the assessment of occupational exoskeletons is a dynamic process, and provides literature-based assessment recommendations. The homogeneity and repeatability of future exoskeleton assessment experiments will increase following these recommendations. The current review recognises the value of variability in evaluation protocols in order to obtain an overall overview of the effect of exoskeletons on the users, but the presented framework strives to facilitate benchmarking the effect of occupational exoskeletons on the users across this variety of assessment protocols.
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Affiliation(s)
- Sander De Bock
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium; Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium.
| | - Jo Ghillebert
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium; Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Renée Govaerts
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium; Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Bruno Tassignon
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Carlos Rodriguez-Guerrero
- Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium; Department of Mechanical Engineering, Faculty of Applied Sciences, Vrije Universiteit Brussel and Flanders Make, 1050, Brussels, Belgium; COST (European Cooperation in Science and Technology) Action 16116, Wearable Robots for Augmentation, Assistance or Substitution of Human Motor Functions, Belgium
| | - Simona Crea
- COST (European Cooperation in Science and Technology) Action 16116, Wearable Robots for Augmentation, Assistance or Substitution of Human Motor Functions, Belgium; The BioRobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy; IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Jan Veneman
- COST (European Cooperation in Science and Technology) Action 16116, Wearable Robots for Augmentation, Assistance or Substitution of Human Motor Functions, Belgium; Hocoma AG, Volketswil, Switzerland
| | - Joost Geeroms
- Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium; Department of Mechanical Engineering, Faculty of Applied Sciences, Vrije Universiteit Brussel and Flanders Make, 1050, Brussels, Belgium
| | - Romain Meeusen
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium; Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium; Strategic Research Program 'Exercise and the Brain in Health and Disease: The Added Value of Human-Centered Robotics', Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Kevin De Pauw
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium; Brussels Human Robotic Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium; Strategic Research Program 'Exercise and the Brain in Health and Disease: The Added Value of Human-Centered Robotics', Vrije Universiteit Brussel, 1050, Brussels, Belgium
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Crea S, Beckerle P, De Looze M, De Pauw K, Grazi L, Kermavnar T, Masood J, O’Sullivan LW, Pacifico I, Rodriguez-Guerrero C, Vitiello N, Ristić-Durrant D, Veneman J. Occupational exoskeletons: A roadmap toward large-scale adoption. Methodology and challenges of bringing exoskeletons to workplaces. WEARABLE TECHNOLOGIES 2021; 2:e11. [PMID: 38486625 PMCID: PMC10936259 DOI: 10.1017/wtc.2021.11] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 08/03/2021] [Accepted: 08/08/2021] [Indexed: 03/17/2024]
Abstract
The large-scale adoption of occupational exoskeletons (OEs) will only happen if clear evidence of effectiveness of the devices is available. Performing product-specific field validation studies would allow the stakeholders and decision-makers (e.g., employers, ergonomists, health, and safety departments) to assess OEs' effectiveness in their specific work contexts and with experienced workers, who could further provide useful insights on practical issues related to exoskeleton daily use. This paper reviews present-day scientific methods for assessing the effectiveness of OEs in laboratory and field studies, and presents the vision of the authors on a roadmap that could lead to large-scale adoption of this technology. The analysis of the state-of-the-art shows methodological differences between laboratory and field studies. While the former are more extensively reported in scientific papers, they exhibit limited generalizability of the findings to real-world scenarios. On the contrary, field studies are limited in sample sizes and frequently focused only on subjective metrics. We propose a roadmap to promote large-scale knowledge-based adoption of OEs. It details that the analysis of the costs and benefits of this technology should be communicated to all stakeholders to facilitate informed decision making, so that each stakeholder can develop their specific role regarding this innovation. Large-scale field studies can help identify and monitor the possible side-effects related to exoskeleton use in real work situations, as well as provide a comprehensive scientific knowledge base to support the revision of ergonomics risk-assessment methods, safety standards and regulations, and the definition of guidelines and practices for the selection and use of OEs.
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Affiliation(s)
- Simona Crea
- Scuola Superiore Sant’Anna, The BioRobotics Institute, Pontedera, Italy
- IRCCS Fondazione Don Gnocchi, Florence, Italy
| | - Philipp Beckerle
- Chair of Autonomous Systems and Mechatronics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute for Mechatronic Systems, Technische Universität Darmstadt, Darmstadt, Germany
| | | | - Kevin De Pauw
- Human Physiology and Sports Physiotherapy Research Group, and Brussels Human Robotics Research Center (BruBotics), Vrije Universiteit Brussel, Brussels, Belgium
| | - Lorenzo Grazi
- Scuola Superiore Sant’Anna, The BioRobotics Institute, Pontedera, Italy
| | - Tjaša Kermavnar
- School of Design, and Confirm Smart Manufacturing Centre, University of Limerick, Limerick, Ireland
| | - Jawad Masood
- Processes and Factory of the Future Department, CTAG – Centro Tecnológico de Automoción de Galicia, Pontevedra, Spain
| | - Leonard W. O’Sullivan
- School of Design, and Confirm Smart Manufacturing Centre, University of Limerick, Limerick, Ireland
| | - Ilaria Pacifico
- Scuola Superiore Sant’Anna, The BioRobotics Institute, Pontedera, Italy
| | - Carlos Rodriguez-Guerrero
- Robotics and Multibody Mechanics Research Group, Department of Mechanical Engineering, Vrije Universiteit Brussel and Flanders Make, Brussel, Belgium
| | - Nicola Vitiello
- Scuola Superiore Sant’Anna, The BioRobotics Institute, Pontedera, Italy
- IRCCS Fondazione Don Gnocchi, Florence, Italy
| | | | - Jan Veneman
- Chair of COST Action 16116, Hocoma Medical GmbH, Zürich, Switzerland
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