Limits and Risks of Artificial Intelligence Use in Ergonomics
Abstract
The integration of Artificial Intelligence (AI) into work systems has been associated with automation and data-driven decision-making. However, in ergonomics, predominantly techno-centered approaches reveal significant structural limits and risks. Grounded in ergonomics of activity and sociotechnical systems theory (Guérin et al., 2001; Falzon, 2014; Salmon et al., 2021), this paper critically examines how algorithmic modeling may reduce transparency, increase cognitive demands, and oversimplify the contextual and interpretative nature of real work activity. While Industry 5.0 emphasizes human-centered technological integration (European Commission, 2021), AI systems often operate through abstraction and generalization that may shift evaluative authority away from professional judgment (Grote, 2023). The study argues that AI should function as a supportive analytical resource rather than as a substitute for ergonomic reasoning, highlighting the need for methodological boundaries that preserve human mediation, contextual interpretation, and systemic coherence in ergonomic practice.
Keywords: Artificial Intelligence, Ergonomics, Ergonomics Of Activity, Human Factors
DOI: 10.54941/ahfe1008015
Cite this paper
More from this volume
- Breaking the Silence: Design of a Social-Drama Gamified Toolkit for Sensitive Topics in Children's Sexuality Education
- Industrial Design Student User Interviews: Confidence, Objectives, & Gender
- Designing Intelligent Parenting Assistive Products for People with Hearing Impairments
- Keeping Text-to-Image Generation Aligned with Requirements: Need-Priority–Driven Co-Creation
- From regulatory compliance to inclusive experience: Reframing accessibility as design identity in an accessible hotel room.
- How to design for inclusion in Cultural Heritage: the relation between object and context
- 'Practicing universal design of housing in Japan: Accomplishments and future directions
- Accessibility of historic heritage reconsidered: The role of topography
- Transition of Universal Design in Japan's Construction Industry
- The case for co-creation to mediate Cultural Heritage museums toward inclusive communication for all
- Designing DATG 2.0 Through Inclusive and Co-Design Approaches: A Human-Centered Research Project for Non-Invasive Health Technologies
- The Invisible Users: Gender-Differentiated UX Failures in Municipal Digital Services and the Child-Rearing Penalty in Public Information Access


AHFE Open Access