Towards user-product interaction prediction with musculoskeletal human models: a methodological comparison for posture prediction

ABSTRACT: Digital user tests utilizing musculoskeletal human models facilitate ergonomic assessments in the early phases of the product development process. In the underlying posture prediction models, the various movement strategies of the users need to be represented. Behavior cards are an evaluated tool for the representation of such movement strategies; however, a standardized determination of behavior cards is lacking so far. This study explores a cluster-based and a regression-based method for standardized behavior card determination, demonstrating the applicability of both methods.

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Publication Details

Journal
Proceedings of the Design Society
Published
2026-07-02
DOI
https://doi.org/10.1017/pds.2026.10625
Primary Topic
Ergonomics and Musculoskeletal Disorders
Type
article
Field-Weighted Citation Impact
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article

Towards user-product interaction prediction with musculoskeletal human models: a methodological comparison for posture prediction

Jörg Miehling, Judith van Remmen, Sandro J. Wartzack, Gwen Spelly
Proceedings of the Design Society
Ergonomics and Musculoskeletal Disorders
article

Towards user-product interaction prediction with musculoskeletal human models: a methodological comparison for posture prediction

Jörg Miehling, Judith van Remmen, Sandro J. Wartzack, Gwen Spelly
article en

Abstract

ABSTRACT: Digital user tests utilizing musculoskeletal human models facilitate ergonomic assessments in the early phases of the product development process. In the underlying posture prediction models, the various movement strategies of the users need to be represented. Behavior cards are an evaluated tool for the representation of such movement strategies; however, a standardized determination of behavior cards is lacking so far. This study explores a cluster-based and a regression-based method for standardized behavior card determination, demonstrating the applicability of both methods.

Proceedings of the Design SocietyVol. 6
Decent work and economic growth
Openalex Percentile: Top 5%
Ergonomics and Musculoskeletal Disorders
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