This paper is in the following e-collection/theme issue:

Serious Games for Education (189) e-Learning and Digital Medical Education (902) New Methods (1134) Machine Learning (2076) Evaluation of Medical Education (128)

Published on in Vol 9, No 1 (2021): Jan-Mar

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21620, first published .
Pupillary Responses for Cognitive Load Measurement to Classify Difficulty Levels in an Educational Video Game: Empirical Study

Pupillary Responses for Cognitive Load Measurement to Classify Difficulty Levels in an Educational Video Game: Empirical Study

Pupillary Responses for Cognitive Load Measurement to Classify Difficulty Levels in an Educational Video Game: Empirical Study

Authors of this article:

Hugo Mitre-Hernandez1 Author Orcid Image ;   Roberto Covarrubias Carrillo1 Author Orcid Image ;   Carlos Lara-Alvarez1, 2 Author Orcid Image
Article Authors Cited by (26) Tweetations (3) Metrics

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  9. Lorenz J, Zevano J, Otto N, Schneider B, Papan C, Missler M, Darici D. Looking at Social Interactions in Medical Education with Dual Eye-Tracking Technology: A Scoping Review. MedEdPublish 2024;14:215 View
  10. Wu Y, Zhang Y, Zheng B. Workload Assessment of Operators: Correlation Between NASA-TLX and Pupillary Responses. Applied Sciences 2024;14(24):11975 View
  11. Cai Y, Van der Stigchel S, Ganama J, Naber M, Strauch C. Uncovering Distinct Drivers of Covert Attention in Complex Environments With Pupillometry. Psychophysiology 2025;62(3) View
  12. Manikandan K, Madduri K, Irby J, Coza A. Predicting the onset of acute performance decline in esports. Computers in Human Behavior 2025;168:108648 View
  13. Xu J, Gauthier A, Liu Q, Wu S, Wu T, Ji S, Zhai X. Towards sustainable digital learning environments: unmasking the impact of media presentation on adolescents’ visual health. Interactive Learning Environments 2025;33(10):5887 View
  14. Nguyen D, Kara P. The Influence of the Labeling Effect on the Perception of Command Execution Delay in Gaming. Multimodal Technologies and Interaction 2025;9(5):47 View
  15. Silvestri F, Kumar A, Christidis M, Grigoriadis A. Eye-tracking metrics to compare visual attention in prosthodontic preclinical evaluations. BMC Oral Health 2025;25(1) View
  16. Boschetti G, Calzavara M, Faccio M, Granata I, Sinico T, Trevisani A. Towards smarter workplaces: integrating real-time cognitive feedback in collaborative robotics. International Journal of Production Research 2025:1 View
  17. Ceruso R, D’Isanto T, Sannicandro I, Tessitore A, D’Elia F. Effects of Integrating Football eSports into an Ecological–Dynamic Approach on the Development of Linear Speed in Young Soccer Players. Sci 2025;7(4):142 View

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Conference Proceedings

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  2. Appel T, Leifheit L. Proceedings of the 2024 Symposium on Eye Tracking Research and Applications. Fluid Intelligence and Mental Effort during Block Programming: What the Eyes Can Tell Us View
  3. Gursesli M, Calà F, Tarchi P, Frassineti L, Guazzini A, Duradoni M, Thawonmas R, Lanata A. 2024 IEEE Conference on Games (CoG). Understanding Game Performance: A Study of Eye Blinking and Pupil Metrics in Matching Pairs Game View
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  6. Roh T, Cho Y, Nguyen D, Lee C. 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). Single-Image Pupil Localization via Implicit 3D Eye Reconstruction View