Design and Experimental Verification of a Posture Correction System: Development of an Artificial Neural Network to Predict the Effectiveness of the Developed System to Correct Poor Posture DOI
Eren Yildiz, M. Taylan Daş

International Journal of Human-Computer Interaction, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 11

Published: Nov. 25, 2024

Language: Английский

Reliability and Accuracy of Standard Reference Procedures for Measurements of Trunk and Arm Postures in Ergonomics DOI Creative Commons
Carl Lind, Ida-Märta Rhén, Mikael Forsman

et al.

Bioengineering, Journal Year: 2025, Volume and Issue: 12(1), P. 50 - 50

Published: Jan. 9, 2025

Adequate reference procedures for obtaining the zero-angle position are important precise and accurate posture measurements, but few studies have systematically investigated these. A limited number of previous suggest differences in accuracy between procedures, with some causing an underestimation true arm elevation angle when sensors taped to skin. The reliability commonly used measurement trunk is also not well explored, alternative may improve precision. Based on this identified gap, study evaluated test–retest N-position (I-pose), i.e., standard procedure recording postures, compared it two new procedures. Additionally, measuring angles was one procedure. total 40 participants (22 women 18 men) aged 26–70 years performed a laboratory setting. Postures were recorded using smart workwear system equipped inertial units (IMUs) embedded pockets within workwear. For posture, showed slight lack reliability, while demonstrated better reliability. N-position, which does include lateral inclination, resulted substantial approximately 15°, novel finding. In contrast, involving inclination closely matched targeted reference, difference less than 2°. This underscores importance selecting appropriate ensure measurements.

Language: Английский

Citations

0

Digital Approaches for Mitigating Occupational Vibration Exposure in the Context of Industry 4.0 DOI Creative Commons
Doru Costin Darabont, Lucian‐Ionel Cioca, Daniel Onuț Badea

et al.

Safety, Journal Year: 2025, Volume and Issue: 11(2), P. 31 - 31

Published: April 1, 2025

Whole-body vibration (WBV) exposure presents occupational health risks across multiple industries, particularly in tasks involving heavy machinery and prolonged seating. This study examines WBV risk factors, intervention strategies, the potential for digital monitoring solutions to strengthen workplace safety. A sector-wide analysis assessed levels, worker-reported discomfort, effectiveness of existing control measures. The introduces a conceptual framework mobile application designed integrate real-time tracking, structured worker feedback, predictive assessment. findings confirm that varies with energy maritime logistics sectors showing highest levels noncompliance. tiered strategy, classified by impact effort, provides method prioritizing reduction Immediate actions, such as preventive maintenance, require minimal effort but provide high-impact benefits, while long-term including ergonomic workstation redesign, demand greater investment contribute sustained reduction. proposed offers scalable, data-driven approach management, transitioning safety from compliance-based proactive prevention. Future research should explore implementation feasibility, adoption, integration AI-driven recommendations support continuous improvements strategies.

Language: Английский

Citations

0

Effectiveness of Sensors-Based Augmented Feedback in Ergonomics to Reduce Adverse Biomechanical Exposure in Work-Related Manual Handling – A Rapid Review of the Evidence DOI Open Access
Carl Lind

Published: Aug. 21, 2024

Manual handling is a major risk factor for work-related musculoskeletal disorders and one of the leading causes disability-adjusted life years globally, necessitating multifaceted reduction measures. One potential intervention manual tasks work technique training assisted by augmented feedback on biomechanical exposures. However, there research gap regarding its effectiveness specifically in both real environments controlled settings, as well ability to induce retained reductions exposure. The was investigated using rapid review comprising literature search two databases 11 reviews/overviews identify studies from past 20 years, up published June 1, 2024. Sixteen were identified, with 14 them being high or moderate methodological quality included. Three conducted eleven settings. Most (n = 9) used auditory feedback, followed vibration 6). In environments, evidence sensor-based reducing exposure during administration considered be inconsistent very limited directly after administration. For longer periods administration, ranging week more than six months, currently no demonstrating feedback. strong immediately months post-administration when considering included training. Future needs are discussed.

Language: Английский

Citations

1

Effectiveness of Sensors-Based Augmented Feedback in Ergonomics to Reduce Adverse Biomechanical Exposure in Work-Related Manual Handling—A Rapid Review of the Evidence DOI Creative Commons
Carl Lind

Sensors, Journal Year: 2024, Volume and Issue: 24(21), P. 6977 - 6977

Published: Oct. 30, 2024

Manual handling is a major risk factor for work-related musculoskeletal disorders and one of the leading causes disability-adjusted life years globally, necessitating multifaceted reduction measures. One potential intervention manual tasks work technique training assisted by augmented feedback on biomechanical exposures. However, there research gap regarding its effectiveness specifically in both real environments controlled settings, as well ability to induce retained reductions exposure. The was investigated using rapid review comprising literature search two databases 11 reviews/overviews identify studies from past 20 years, up published 1 June 2024. Sixteen were identified, with 14 them being high or moderate methodological quality included. Three conducted eleven settings. Most (n = 9) used auditory feedback, followed vibration 6). In environments, evidence sensor-based reducing exposure during administration considered be inconsistent very limited directly after administration. For longer periods administration, ranging week more than six months, currently no demonstrating feedback. strong immediately months post-administration when considering included training. Future needs are discussed.

Language: Английский

Citations

0

Design and Experimental Verification of a Posture Correction System: Development of an Artificial Neural Network to Predict the Effectiveness of the Developed System to Correct Poor Posture DOI
Eren Yildiz, M. Taylan Daş

International Journal of Human-Computer Interaction, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 11

Published: Nov. 25, 2024

Language: Английский

Citations

0