An Investigation of a Touch-Based Eye-Tracking System with Smart Feedback and Its Influences on Learning - Simulation of Covid-19 Rapid Test System

Wu Yuin Hwang, Tien Cheng Wang, Thao Pham

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This study investigates the impact of a touch-based simulation system (TBSS) with smart feedback on learners’ eye movements, behaviors, and performance in Covid-19 rapid testing. The participants included sixty graduate students divided into experimental (TBSS with smart feedback) and control (TBSS with basic feedback) groups. Results revealed that smart feedback improved learning outcomes, leading to higher performance and more efficient task completion compared to the control group. Participants showed positive attitudes toward the usefulness and ease of use of the Covid-19 simulation system, expressing high satisfaction with its functionality. The smart feedback mechanism was found to facilitate efficient decision-making by guiding attention and providing immediate, detailed feedback. This research provides valuable insights into the influence of feedback mechanisms on user behavior and performance in simulation systems, particularly in the context of Covid-19 training and testing procedures.

Original languageEnglish
Title of host publicationIntelligent Systems and Data Science - 1st International Conference, ISDS 2023, Proceedings
EditorsNguyen Thai-Nghe, Thanh-Nghi Do, Peter Haddawy
PublisherSpringer Science and Business Media Deutschland GmbH
Pages292-303
Number of pages12
ISBN (Print)9789819976652
DOIs
StatePublished - 2024
Event1st International Conference on Intelligent Systems and Data Science, ISDS 2023 - Can Tho, Viet Nam
Duration: 11 Nov 202312 Nov 2023

Publication series

NameCommunications in Computer and Information Science
Volume1950 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference1st International Conference on Intelligent Systems and Data Science, ISDS 2023
Country/TerritoryViet Nam
CityCan Tho
Period11/11/2312/11/23

Keywords

  • Eye-tracking
  • Hand-eye coordination
  • Smart feedback mechanism
  • Touch-based learning

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