Impact of work instruction difficulty on cognitive load and operational efficiency

Abstract As industries progress toward integrating more complex technologies within Industry 4.0 frameworks, ensuring work instructions that balance cognitive load and performance is increasingly critical, especially under the human-centric principles of the 5th industrial revolution. Drawing on Cog...

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Bibliographic Details
Main Authors: Abdulrahman K. Eesee, Vera Varga, György Eigner, Tamás Ruppert
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-95942-7
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