Correlation between gestures’ qualitative properties and usability metrics

Daniela Chanci, Naveen Madapana, Glebys Gonzalez, Juan Wachs

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

The choice of best gestures and commands for touchless interfaces is a critical step that determines the user-satisfaction and overall efficiency of surgeon computer interaction. In this regard, usability metrics such as task completion time, error rate, and memorability have a long-standing as potential entities in determining the best gesture vocabulary. In addition, some previous works concerned with this problem have utilized qualitative measures to identify the best gesture. In this work, we hypothesize that there is a correlation between the qualitative properties of gestures (v) and their usability metrics (u). Therefore, we conducted an experiment with linguists to quantify the properties of the gestures. Next, a user study was conducted with surgeons, and the usability metrics were measured. Lastly, linear and non-linear regression techniques were used to find the correlations between u and v. Results show that usability metrics are correlated with the gestures’ qualitative properties (R2=0.4).

Original languageEnglish
Pages (from-to)726-730
Number of pages5
JournalProceedings of the Human Factors and Ergonomics Society
Volume64
Issue number1
DOIs
StatePublished - 1 Jan 2020
Event64th International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2020 - Virtual, Online
Duration: 5 Oct 20209 Oct 2020

ASJC Scopus subject areas

  • Human Factors and Ergonomics

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