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Design Matters: Scale Design and Rounding Ratings Impacts NASA-TLX Results

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Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Published online on

Abstract

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Volume 69, Issue 1, Page 1192-1194, September 2025.
The NASA Task Load Index (NASA-TLX) is a widely used subjective measure of mental workload (MWL), but its visual design and postcollection data manipulation (rounding) practices lack standardization across studies. These inconsistencies may bias results. ...