The Use of Eye-Tracking Technology in Mathematics Education: A Mapping Study with Bibliometric Analysis

Eye-Tracking Mathematics Education Bibliometric

Authors

  • Farman 1) Department of Mathematics Education, Universitas Negeri Surabaya, Ketintang, Surabaya 60231, Indonesia. 2) Department of Mathematics Education, Universitas Sembilanbelas November Kolaka, Tahoa, Kolaka 93517, Indonesia https://orcid.org/0000-0001-9773-1835
  • Tatag Y. E. Siswono
    tatagsiswono@unesa.ac.id
    Department of Mathematics Education, Universitas Negeri Surabaya, Ketintang, Surabaya 60231, Indonesia https://orcid.org/0000-0002-7108-8279
  • Agung Lukito Department of Mathematics Education, Universitas Negeri Surabaya, Ketintang, Surabaya 60231, Indonesia https://orcid.org/0000-0003-1277-5834
  • Ratna Sari Dewi Department of Industrial and Systems Engineering, Institut Teknologi Sepuluh Nopember (ITS), Sukolilo, Surabaya 60111, Indonesia https://orcid.org/0000-0001-7081-4673
  • Fitriyani Hali 2) Department of Mathematics Education, Universitas Sembilanbelas November Kolaka, Tahoa, Kolaka 93517, Indonesia. 4) Universitas Negeri Yogyakarta, Karangmalang, Yogyakarta 55281, Indonesia
  • Herlina 2) Department of Mathematics Education, Universitas Sembilanbelas November Kolaka, Tahoa, Kolaka 93517, Indonesia. 5) Department of Educational Technology, Universitas Negeri Surabaya, Ketintang, Surabaya 60231, Indonesia

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This study aims to identify trends, domains, and research topics of eye-tracking methodology in mathematics education published in Scopus-indexed journals. A systematic mapping study with bibliometric was employed to investigate the field. The analysis identified 119 eye-tracking studies in mathematics education published between 2013 and 2023, reflecting fluctuating publication trends. In this period, 333 authors, 78 sources, 156 organizations, and 38 countries contributed to the field. Schindler authored the most documents, while Germany and the United States recorded the highest output. The most cited work was by Cortina et al., and the International Journal of Science and Mathematics Education was the most frequently cited journal. Collaborations analysis identified Brockmole and Hannula as the most collaborative authors, and the University of Helsinki as the most active institution. Topic and domain analysis showed that the studies primarily focused on numbers and arithmetic, problem-solving, reasoning, individual differences, mathematical anxiety, creativity, mathematical representation, multimedia in learning, embodied cognition, mathematics learning, learning difficulties, geometry, and preschool mathematics. The findings suggest that several mathematical domains remain underexplored, offering opportunities for further eye-tracking research in mathematics education.