How gaze time on screen impacts the efficacy of visual instructions

This article explores whether GTS (gaze time on screen) can be useful as an engagement measure in the screen mediated learning context. Research that exemplifies ways of measuring engagement in the on-line education context usually does not address engagement metrics and engagement evaluation method...

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Main Authors: Per Erik Eriksson, Thorbjörn Swenberg, Xiaoyun Zhao, Yvonne Eriksson
Format: Article
Language:English
Published: Elsevier 2018-06-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844017338690
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spelling doaj-60da32898fa24411bd650cae6cc243cd2020-11-25T03:46:41ZengElsevierHeliyon2405-84402018-06-0146e00660How gaze time on screen impacts the efficacy of visual instructionsPer Erik Eriksson0Thorbjörn Swenberg1Xiaoyun Zhao2Yvonne Eriksson3Dalarna University, Sweden; Mälardalen University, Sweden; Corresponding author.Dalarna University, SwedenDalarna University, SwedenMälardalen University, SwedenThis article explores whether GTS (gaze time on screen) can be useful as an engagement measure in the screen mediated learning context. Research that exemplifies ways of measuring engagement in the on-line education context usually does not address engagement metrics and engagement evaluation methods that are unique to the diverse contemporary instructional media landscape. Nevertheless, unambiguous construct definitions of engagement and standardized engagement evaluation methods are needed to leverage instructional media's efficacy. By analyzing the results from a mixed methods eye-tracking study of fifty-seven participants evaluating their visual and assembly performance levels in relation to three visual, procedural instructions that are versions of the same procedural instruction, we found that the mean GTS-values in each group were rather similar. However, the original GTS-values outputted from the ET-computer were not entirely correct and needed to be manually checked and cross validated. Thus, GTS appears not to be a reliable, universally applicable automatic engagement measure in screen-based instructional efforts. Still, we could establish that the overall performance of learners was somewhat negatively impacted by lower than mean GTS-scores, when checking the performance levels of the entire group (N = 57). When checking the stimuli groups individually (N = 17, 20, 20), the structural diagram group's assembly time durations were positively influenced by higher than mean GTS-scores.http://www.sciencedirect.com/science/article/pii/S2405844017338690PsychologyEducationInformation science
collection DOAJ
language English
format Article
sources DOAJ
author Per Erik Eriksson
Thorbjörn Swenberg
Xiaoyun Zhao
Yvonne Eriksson
spellingShingle Per Erik Eriksson
Thorbjörn Swenberg
Xiaoyun Zhao
Yvonne Eriksson
How gaze time on screen impacts the efficacy of visual instructions
Heliyon
Psychology
Education
Information science
author_facet Per Erik Eriksson
Thorbjörn Swenberg
Xiaoyun Zhao
Yvonne Eriksson
author_sort Per Erik Eriksson
title How gaze time on screen impacts the efficacy of visual instructions
title_short How gaze time on screen impacts the efficacy of visual instructions
title_full How gaze time on screen impacts the efficacy of visual instructions
title_fullStr How gaze time on screen impacts the efficacy of visual instructions
title_full_unstemmed How gaze time on screen impacts the efficacy of visual instructions
title_sort how gaze time on screen impacts the efficacy of visual instructions
publisher Elsevier
series Heliyon
issn 2405-8440
publishDate 2018-06-01
description This article explores whether GTS (gaze time on screen) can be useful as an engagement measure in the screen mediated learning context. Research that exemplifies ways of measuring engagement in the on-line education context usually does not address engagement metrics and engagement evaluation methods that are unique to the diverse contemporary instructional media landscape. Nevertheless, unambiguous construct definitions of engagement and standardized engagement evaluation methods are needed to leverage instructional media's efficacy. By analyzing the results from a mixed methods eye-tracking study of fifty-seven participants evaluating their visual and assembly performance levels in relation to three visual, procedural instructions that are versions of the same procedural instruction, we found that the mean GTS-values in each group were rather similar. However, the original GTS-values outputted from the ET-computer were not entirely correct and needed to be manually checked and cross validated. Thus, GTS appears not to be a reliable, universally applicable automatic engagement measure in screen-based instructional efforts. Still, we could establish that the overall performance of learners was somewhat negatively impacted by lower than mean GTS-scores, when checking the performance levels of the entire group (N = 57). When checking the stimuli groups individually (N = 17, 20, 20), the structural diagram group's assembly time durations were positively influenced by higher than mean GTS-scores.
topic Psychology
Education
Information science
url http://www.sciencedirect.com/science/article/pii/S2405844017338690
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