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Dynamic Balance Control and Postural Adaptation in Human-Robot Collaborative Manipulation: Within-Subject Experimental Study

Alessia de Nobile et al · JMIR Publications · 2026

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Abstract BackgroundThe integration of robots into industrial settings has rapidly advanced, aiming to reduce human involvement in demanding tasks while improving overall efficiency. As collaborative robots (cobots) become more prevalent, assessing the physical strain during joint tasks is essential to promote long-term well-being in the workplace. ObjectiveThis study aimed to investigate how human-robot collaboration influences workers’ postural control and musculoskeletal load during manipulation tasks performed in parallel. MethodsFourteen healthy male participants performed manipulation tasks under 3 conditions: without robotic assistance, with a cobot providing load support (Robot Free [RF]) and a cobot constrained to horizontal movement (Robot Plane [RP]). Center of pressure trajectories were computed, and nonlinear recurrence quantification analysis indicators (recurrence rate [REC], determinism [DET], and their ratio) were calculated in the anteroposterior, mediolateral, and anteroposterior-mediolateral planes ResultsStatistical analysis showed greater postural sway in robot-assisted conditions compared to Free. Mean distance increased from 1.7 (SD 0.6) cm in Free to 2.4 (SD 0.6) cm in RF (PP22222PPPPPPPPPP ConclusionsInteraction increases postural sway, indicating reduced stability and higher physical demand. This could reflect impaired balance or adaptation. Nonlinear analysis reveals that postural control remains structured. Results also suggest that the mere presence of the cobot is the primary driver of these postural changes.

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APA 7

al, A. D. N. E. (2026). Dynamic Balance Control and Postural Adaptation in Human-Robot Collaborative Manipulation: Within-Subject Experimental Study. https://doi.org/10.2196/79930

MLA

al, Alessia de Nobile et. "Dynamic Balance Control and Postural Adaptation in Human-Robot Collaborative Manipulation: Within-Subject Experimental Study." 2026. https://doi.org/10.2196/79930.

Chicago

al, Alessia de Nobile et. 2026. "Dynamic Balance Control and Postural Adaptation in Human-Robot Collaborative Manipulation: Within-Subject Experimental Study.". https://doi.org/10.2196/79930.

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al, A. D. N. E. 2026, Dynamic Balance Control and Postural Adaptation in Human-Robot Collaborative Manipulation: Within-Subject Experimental Study, JMIR Publications, available at: https://doi.org/10.2196/79930 [Accessed 8 Aug. 2026].

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Title
Dynamic Balance Control and Postural Adaptation in Human-Robot Collaborative Manipulation: Within-Subject Experimental Study
Author / contributors
Alessia de Nobile et al
Publisher
JMIR Publications
Publication year
2026
ISSN
2292-9495
ISSN
2292-9495
Language
English
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