Skip to main content

Assessment of Children Eye Movement Performance: An Eye-Tracker Approach

  • Conference paper
  • First Online:
19th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC 2023)

Abstract

Eye movement disorders can have various impacts on reading difficulties, such as tracking difficulties, unstable fixation, issues related to visual processing and attention. A comprehensive understanding of patient’s visual functions and reading ability may require a precise evaluation of their eye movements by vision or speech specialists. Eye tracking is a widely applied method for assessing eye movement parameters during reading and other visual tasks. By using eye tracking, it is possible to track eye movements across words and sentences without requiring any overt verbal or motor response from the child. The aim of our study was to develop an objective method for the assessing eye movement performance in children using eye-tracking technology. We tested this method on 53 s-grade school-aged children (7 and 8 years old) using special reading tasks displayed on a computer screen and eye movement recording with a Tobii Pro Fusion eye tracking device (250 Hz). Speech therapists assessed the children's reading skills using the Acadience Reading test. Our results indicated a correlation between the children's reading performance and the number of eye fixations, average fixation duration, and total reading time. Based on our results, we conclude that the developed method based on eye-tracking works well both as a screening method and as a diagnostic method for assessing eye movements during reading. This method will be particularly useful for optometrists, speech therapists, and other specialists involved in children’s vision, health, and academic achievements.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Katusic, S.K., Colligan, R.C., Barbaresi, W.J., Schaid, D.J., Jacobsen, S.J.: Incidence of reading disability in a population-based birth cohort, 1976–1982, Rochester. Minn. Mayo Clinic Proc. 76(11), 1081–1092 (2001)

    Article  Google Scholar 

  2. Dusek, W., Pierscionek, B.K., McClelland, J.F.: A survey of visual function in an Austrian population of school-age children with reading and writing difficulties. BMC Ophthalmol. 10(16), 1–10 (2010)

    Google Scholar 

  3. Heinzle, J., Hepp, K., Martin, K.A.: A biologically realistic cortical model of eye movement control in reading. Psychol. Rev. 117(3), 808–830 (2010)

    Article  Google Scholar 

  4. Gran Ekstrand, A.C., Nilsson Benfatto, M., Öqvist Seimyr, G.: Screening for reading difficulties: comparing eye tracking outcomes to neuropsychological assessments. Front. Educ. 6, 1–12 (2021)

    Article  Google Scholar 

  5. Fraser, K.C., Fors, K.L., Kokkinakis, D., Nordlund, A.: An analysis of eye-movements during reading for the detection of mild cognitive impairment. In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pp. 1016–1026, Association for Computational Linguistics, Copenhagen, Denmark (2017)

    Google Scholar 

  6. Hindmarsh, G.P., Black, A.A., White, S.L., Hopkins, S., Wood, J.M.: Eye movement patterns and reading ability in children. Ophthalmic Physiol. Opt. 41(5), 1134–1143 (2021)

    Article  Google Scholar 

  7. Lefton, L.A., Nagle, R.J., Johnson, G., Fisher, D.F.: Eye movement dynamics of good and poor readers: then and now. J. Reading Behav. 11, 319–328 (1979)

    Article  Google Scholar 

  8. Liversedge, S.P., Paterson, K.B., Pickering, M.J.: Eye guidance in reading and scene perception. Elsevier Science Ltd, Amsterdam, The Netherlands (1998)

    Google Scholar 

  9. Raščevska, M., Umbraško, S., Vabale, A., Orlovska, M., Sokola–Nazarenko, M.: Lasītprasmes veicināšana: intervences nodarbības AcadienceTM (DIBELS Next) testa kontekstā. VISC, Riga, Latvia (2019)

    Google Scholar 

  10. Niehorster, D.C., Andersson, R., Nyström, M.: Titta: A toolbox for creating PsychToolbox and Psychopy experiments with Tobii eye trackers. Behav. Res. Methods 52(5), 1970–1979 (2020). https://doi.org/10.3758/s13428-020-01358-8

    Article  Google Scholar 

  11. Hessels, R.S., Niehorster, D.C., Kemner, C., Hooge, I.T.C.: Noise-robust fixation detection in eye movement data: Identification by two-means clustering (I2MC). Behav. Res. Methods 49(5), 1802–1823 (2016). https://doi.org/10.3758/s13428-016-0822-1

    Article  Google Scholar 

  12. Spichtig, A.N., Pascoe, J.P., Ferrara, J.D., Vorstius, C.A.: Comparison of eye movement measures across reading efficiency quartile groups in elementary, middle, and high school students in the U.S. J. Eye Movem. Res. 10(4), pp. 1–17 (2017)

    Google Scholar 

  13. Lima Sanches, C., Augereau, O., Kise, K.: Estimation of reading subjective understanding based on eye gaze analysis. PLoS ONE 13(10), e0206213 (2018)

    Article  Google Scholar 

  14. Berzak Y., Katz B., Levy, R.: Assessing language proficiency from eye movements in reading. In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, vol.1, pp. 1986–1996, New Orleans, Louisiana (2018)

    Google Scholar 

Download references

Acknowledgements

We would like to express our gratitude to schools participating in the study (Marupe State Gymnasium, Marupe Elementary School, Riga Cultures Secondary School, and Kuldiga Center Secondary School), as well as speech therapists J.Hanzovska, L.Meiersone, M.Vorza, I.Petuhova, S.Depa, S.Jirgensone. The study is supported by the Latvian Council of Science (project No lzp-2021/1–0219, and SIA Mikrotikls and University of Latvia Foundation (project No 2260).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Evita Serpa .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Serpa, E. et al. (2023). Assessment of Children Eye Movement Performance: An Eye-Tracker Approach. In: Dekhtyar, Y., Saknite, I. (eds) 19th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics. NBC 2023. IFMBE Proceedings, vol 89. Springer, Cham. https://doi.org/10.1007/978-3-031-37132-5_31

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-37132-5_31

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-37131-8

  • Online ISBN: 978-3-031-37132-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics