Reflections on gaze data in statistics education

Publication date

2023-06-01

Authors

Boels, LonnekeISNI 0000000388666546

Editors

Advisors

Supervisors

Document Type

Article
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License

cc_by

Abstract

Gaze data are still uncommon in statistics education despite their promise. Gaze data provide teachers and researchers with a new window into complex cognitive processes. This article discusses how gaze data can inform and be used by teachers both for their own teaching practice and with students. With our own eye-tracking research as an example, background information on eye-tracking and possible applications of eye-tracking in statistics education is provided. Teachers indicated that our eye-tracking research created awareness of the difficulties students have when interpreting histograms. Gaze data showed details of students' strategies that neither teachers nor students were aware of. With this discussion paper, we hope to contribute to the future usage and implementation of gaze data in statistics education by teachers, researchers, educational and textbook designers, and students.

Keywords

eye-tracking, histogram, machine learning algorithm, teaching statistics, Education, Statistics and Probability

Citation

Boels, L 2023, 'Reflections on gaze data in statistics education', Teaching Statistics, vol. 45, no. S1, pp. S40-S51. https://doi.org/10.1111/test.12340