A Preliminary Study on Comparative Eye Tracking Analysis Using a Meta Quest Pro.
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| Title: | A Preliminary Study on Comparative Eye Tracking Analysis Using a Meta Quest Pro. |
|---|---|
| Authors: | Raza, Syed Ali Naqi1 (AUTHOR), Cho, Yongwon1 (AUTHOR) dragon1won@sch.ac.kr, Lee, Si-An1 (AUTHOR), Lee, Geon1 (AUTHOR), Woo, Jiyoung1 (AUTHOR), Seo, Sanghyun2 (AUTHOR), park, Jin-Hyuck1 (AUTHOR), Nam, Yunyoung1 (AUTHOR) ynam@sch.ac.kr |
| Source: | Inquiry (00469580). 3/23/2026, Vol. 63, p1-11. 11p. |
| Subject Terms: | *Statistical correlation, *Cognitive testing, *Data analysis, *Universities & colleges, *Attention, *Experimental design, *Research, *Comparative studies, *Evaluation, Eye anatomy, Research funding, Task performance, Eye movement measurements, Cognitive processing speed, Kruskal-Wallis Test, Mann Whitney U Test, Descriptive statistics, Virtual reality, Statistics, Reaction time, Data analysis software, Space perception, Medical equipment reliability, Optical head-mounted displays, Eye movements, Sensitivity & specificity (Statistics), Nonparametric statistics |
| Geographic Terms: | South Korea |
| Abstract: | The eye and facial tracking technology incorporated in the Meta Quest Pro plays a significant role in research exploring visual attention, cognitive processes, user interaction, and human behavior analysis. However, differences in eye anatomy, such as Outer canthal distance (OCD), Interpupillary distance (IPD), and Intercanthal distance (ICD), may impact the accuracy & reliability of eye movement data. This preliminary study aims to evaluate the impact of inter-eye distance variations on eye-movement-based feature extraction in VR environments using the head-mounted device Meta Quest Pro. The data collection process involved the recruitment of 16 participants, comprising 10 males and 6 females, within the age range of 21 to 30 years. This specific range was selected to minimize inter-individual variability, enhance experimental control, and ensure consistency in cognitive and behavioral responses, given that reaction time, attentional regulation, and visual processing speed are known to vary with age. The process is followed by eye measurements (OCD, IPD, and ICD), an eye calibration test before the experiment, and 3 experimental tasks: fixed gaze task, regular eye movement task, and irregular eye movement task. The Meta Quest Pro recorded participants' eye movements while they performed VR-based tasks, followed by the extraction of eye-related features from the device. The dataset underwent Shapiro–Wilk, and D'Agostino–Pearson normality tests, followed by statistical analysis (Spearman Correlation, Kruskal–Wallis, and Mann–Whitney U test) to assess differences in eye-movement correlations across wide, narrow, and average eye distance groups. The results of statistical tests did not indicate a significant influence of inter-eye distance on eye movement tracking accuracy. Across all inter-eye distances, both Kruskal–Wallis and Mann–Whitney U tests showed no significant differences (all P ≥.60), strong bilateral correlations were observed for all gaze features (Spearman ρ = 0.84-0.99), and spatial accuracy remained stable across groups, with angular error ranging from 1.11° to 1.36°. [ABSTRACT FROM AUTHOR] |
| Copyright of Inquiry (00469580) is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Education Research Complete |
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| Header | DbId: ehh DbLabel: Education Research Complete An: 192503100 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A Preliminary Study on Comparative Eye Tracking Analysis Using a Meta Quest Pro. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Raza%2C+Syed+Ali+Naqi%22">Raza, Syed Ali Naqi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cho%2C+Yongwon%22">Cho, Yongwon</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> dragon1won@sch.ac.kr</i><br /><searchLink fieldCode="AR" term="%22Lee%2C+Si-An%22">Lee, Si-An</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lee%2C+Geon%22">Lee, Geon</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Woo%2C+Jiyoung%22">Woo, Jiyoung</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Seo%2C+Sanghyun%22">Seo, Sanghyun</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22park%2C+Jin-Hyuck%22">park, Jin-Hyuck</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nam%2C+Yunyoung%22">Nam, Yunyoung</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ynam@sch.ac.kr</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Inquiry+%2800469580%29%22">Inquiry (00469580)</searchLink>. 3/23/2026, Vol. 63, p1-11. 11p. – Name: Subject Label: Subject Terms Group: Su Data: *<searchLink fieldCode="DE" term="%22Statistical+correlation%22">Statistical correlation</searchLink><br />*<searchLink fieldCode="DE" term="%22Cognitive+testing%22">Cognitive testing</searchLink><br />*<searchLink fieldCode="DE" term="%22Data+analysis%22">Data analysis</searchLink><br />*<searchLink fieldCode="DE" term="%22Universities+%26+colleges%22">Universities & colleges</searchLink><br />*<searchLink fieldCode="DE" term="%22Attention%22">Attention</searchLink><br />*<searchLink fieldCode="DE" term="%22Experimental+design%22">Experimental design</searchLink><br />*<searchLink fieldCode="DE" term="%22Research%22">Research</searchLink><br />*<searchLink fieldCode="DE" term="%22Comparative+studies%22">Comparative studies</searchLink><br />*<searchLink fieldCode="DE" term="%22Evaluation%22">Evaluation</searchLink><br /><searchLink fieldCode="DE" term="%22Eye+anatomy%22">Eye anatomy</searchLink><br /><searchLink fieldCode="DE" term="%22Research+funding%22">Research funding</searchLink><br /><searchLink fieldCode="DE" term="%22Task+performance%22">Task performance</searchLink><br /><searchLink fieldCode="DE" term="%22Eye+movement+measurements%22">Eye movement measurements</searchLink><br /><searchLink fieldCode="DE" term="%22Cognitive+processing+speed%22">Cognitive processing speed</searchLink><br /><searchLink fieldCode="DE" term="%22Kruskal-Wallis+Test%22">Kruskal-Wallis Test</searchLink><br /><searchLink fieldCode="DE" term="%22Mann+Whitney+U+Test%22">Mann Whitney U Test</searchLink><br /><searchLink fieldCode="DE" term="%22Descriptive+statistics%22">Descriptive statistics</searchLink><br /><searchLink fieldCode="DE" term="%22Virtual+reality%22">Virtual reality</searchLink><br /><searchLink fieldCode="DE" term="%22Statistics%22">Statistics</searchLink><br /><searchLink fieldCode="DE" term="%22Reaction+time%22">Reaction time</searchLink><br /><searchLink fieldCode="DE" term="%22Data+analysis+software%22">Data analysis software</searchLink><br /><searchLink fieldCode="DE" term="%22Space+perception%22">Space perception</searchLink><br /><searchLink fieldCode="DE" term="%22Medical+equipment+reliability%22">Medical equipment reliability</searchLink><br /><searchLink fieldCode="DE" term="%22Optical+head-mounted+displays%22">Optical head-mounted displays</searchLink><br /><searchLink fieldCode="DE" term="%22Eye+movements%22">Eye movements</searchLink><br /><searchLink fieldCode="DE" term="%22Sensitivity+%26+specificity+%28Statistics%29%22">Sensitivity & specificity (Statistics)</searchLink><br /><searchLink fieldCode="DE" term="%22Nonparametric+statistics%22">Nonparametric statistics</searchLink> – Name: SubjectGeographic Label: Geographic Terms Group: Su Data: <searchLink fieldCode="DE" term="%22South+Korea%22">South Korea</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: The eye and facial tracking technology incorporated in the Meta Quest Pro plays a significant role in research exploring visual attention, cognitive processes, user interaction, and human behavior analysis. However, differences in eye anatomy, such as Outer canthal distance (OCD), Interpupillary distance (IPD), and Intercanthal distance (ICD), may impact the accuracy & reliability of eye movement data. This preliminary study aims to evaluate the impact of inter-eye distance variations on eye-movement-based feature extraction in VR environments using the head-mounted device Meta Quest Pro. The data collection process involved the recruitment of 16 participants, comprising 10 males and 6 females, within the age range of 21 to 30 years. This specific range was selected to minimize inter-individual variability, enhance experimental control, and ensure consistency in cognitive and behavioral responses, given that reaction time, attentional regulation, and visual processing speed are known to vary with age. The process is followed by eye measurements (OCD, IPD, and ICD), an eye calibration test before the experiment, and 3 experimental tasks: fixed gaze task, regular eye movement task, and irregular eye movement task. The Meta Quest Pro recorded participants' eye movements while they performed VR-based tasks, followed by the extraction of eye-related features from the device. The dataset underwent Shapiro–Wilk, and D'Agostino–Pearson normality tests, followed by statistical analysis (Spearman Correlation, Kruskal–Wallis, and Mann–Whitney U test) to assess differences in eye-movement correlations across wide, narrow, and average eye distance groups. The results of statistical tests did not indicate a significant influence of inter-eye distance on eye movement tracking accuracy. Across all inter-eye distances, both Kruskal–Wallis and Mann–Whitney U tests showed no significant differences (all P ≥.60), strong bilateral correlations were observed for all gaze features (Spearman ρ = 0.84-0.99), and spatial accuracy remained stable across groups, with angular error ranging from 1.11° to 1.36°. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Inquiry (00469580) is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/00469580261432432 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 11 StartPage: 1 Subjects: – SubjectFull: Statistical correlation Type: general – SubjectFull: Cognitive testing Type: general – SubjectFull: Data analysis Type: general – SubjectFull: Universities & colleges Type: general – SubjectFull: Attention Type: general – SubjectFull: Experimental design Type: general – SubjectFull: Research Type: general – SubjectFull: Comparative studies Type: general – SubjectFull: Evaluation Type: general – SubjectFull: Eye anatomy Type: general – SubjectFull: Research funding Type: general – SubjectFull: Task performance Type: general – SubjectFull: Eye movement measurements Type: general – SubjectFull: Cognitive processing speed Type: general – SubjectFull: Kruskal-Wallis Test Type: general – SubjectFull: Mann Whitney U Test Type: general – SubjectFull: Descriptive statistics Type: general – SubjectFull: Virtual reality Type: general – SubjectFull: Statistics Type: general – SubjectFull: Reaction time Type: general – SubjectFull: Data analysis software Type: general – SubjectFull: Space perception Type: general – SubjectFull: Medical equipment reliability Type: general – SubjectFull: Optical head-mounted displays Type: general – SubjectFull: Eye movements Type: general – SubjectFull: Sensitivity & specificity (Statistics) Type: general – SubjectFull: Nonparametric statistics Type: general – SubjectFull: South Korea Type: general Titles: – TitleFull: A Preliminary Study on Comparative Eye Tracking Analysis Using a Meta Quest Pro. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Raza, Syed Ali Naqi – PersonEntity: Name: NameFull: Cho, Yongwon – PersonEntity: Name: NameFull: Lee, Si-An – PersonEntity: Name: NameFull: Lee, Geon – PersonEntity: Name: NameFull: Woo, Jiyoung – PersonEntity: Name: NameFull: Seo, Sanghyun – PersonEntity: Name: NameFull: park, Jin-Hyuck – PersonEntity: Name: NameFull: Nam, Yunyoung IsPartOfRelationships: – BibEntity: Dates: – D: 23 M: 03 Text: 3/23/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 00469580 Numbering: – Type: volume Value: 63 Titles: – TitleFull: Inquiry (00469580) Type: main |
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