Validation of an open source, remote web-based eye-tracking method (WebGazer) for research in early childhood.


Journal

Infancy : the official journal of the International Society on Infant Studies
ISSN: 1532-7078
Titre abrégé: Infancy
Pays: United States
ID NLM: 100890607

Informations de publication

Date de publication:
18 Oct 2023
Historique:
revised: 25 09 2023
received: 19 01 2023
accepted: 30 09 2023
medline: 18 10 2023
pubmed: 18 10 2023
entrez: 18 10 2023
Statut: aheadofprint

Résumé

Measuring eye movements remotely via the participant's webcam promises to be an attractive methodological addition to in-person eye-tracking in the lab. However, there is a lack of systematic research comparing remote web-based eye-tracking with in-lab eye-tracking in young children. We report a multi-lab study that compared these two measures in an anticipatory looking task with toddlers using WebGazer.js and jsPsych. Results of our remotely tested sample of 18-27-month-old toddlers (N = 125) revealed that web-based eye-tracking successfully captured goal-based action predictions, although the proportion of the goal-directed anticipatory looking was lower compared to the in-lab sample (N = 70). As expected, attrition rate was substantially higher in the web-based (42%) than the in-lab sample (10%). Excluding trials based on visual inspection of the match of time-locked gaze coordinates and the participant's webcam video overlayed on the stimuli was an important preprocessing step to reduce noise in the data. We discuss the use of this remote web-based method in comparison with other current methodological innovations. Our study demonstrates that remote web-based eye-tracking can be a useful tool for testing toddlers, facilitating recruitment of larger and more diverse samples; a caveat to consider is the larger drop-out rate.

Identifiants

pubmed: 37850726
doi: 10.1111/infa.12564
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NIH HHS
ID : NIH 1R01HD083312
Pays : United States
Organisme : NIH HHS
ID : NIH 1R15HD099706
Pays : United States

Informations de copyright

© 2023 The Authors. Infancy published by Wiley Periodicals LLC on behalf of International Congress of Infant Studies.

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Auteurs

Adrian Steffan (A)

Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany.

Lucie Zimmer (L)

Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany.

Natalia Arias-Trejo (N)

Facultad de Psicología, Universidad Nacional Autónoma de México, Ciudad de México, México.

Manuel Bohn (M)

Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany.
Institute of Psychology, Leuphana University Lüneburg, Lüneburg, Germany.

Rodrigo Dal Ben (R)

Faculty of Arts & Science, Ambrose University, Calgary, Alberta, Canada.

Marco A Flores-Coronado (MA)

Facultad de Psicología, Universidad Nacional Autónoma de México, Ciudad de México, México.

Laura Franchin (L)

Department of Psychology and Cognitive Science, University of Trento, Trento, Italy.

Isa Garbisch (I)

Department of Developmental Psychology, University of Göttingen, Göttingen, Germany.

Charlotte Grosse Wiesmann (C)

Research Group Milestones of Early Cognitive Development, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.

J Kiley Hamlin (JK)

Department of Psychology, The University of British Columbia, Vancouver, British Columbia, Canada.

Naomi Havron (N)

School of Psychological Sciences & Center for the Study of Child Development, University of Haifa, Haifa, Israel.

Jessica F Hay (JF)

Department of Psychology, University of Tennessee, Knoxville, Tennessee, USA.

Tone K Hermansen (TK)

Department of Psychology, University of Oslo, Oslo, Norway.

Krisztina V Jakobsen (KV)

Department of Psychology, James Madison University, Harrisonburg, Virginia, USA.

Steven Kalinke (S)

Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany.

Eon-Suk Ko (ES)

Department of English Language and Literature, Chosun University, Gwangju, Korea.

Louisa Kulke (L)

Developmental Psychology with Educational Psychology, University of Bremen, Bremen, Germany.

Julien Mayor (J)

Department of Psychology, University of Oslo, Oslo, Norway.

Marek Meristo (M)

Department of Psychology, University of Gothenburg, Göteborg, Sweden.

David Moreau (D)

School of Psychology and Centre for Brain Research, University of Auckland, Auckland, New Zealand.

Seongmin Mun (S)

Department of English Language and Literature, Chosun University, Gwangju, Korea.

Julia Prein (J)

Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany.

Hannes Rakoczy (H)

Department of Developmental Psychology, University of Göttingen, Göttingen, Germany.

Katrin Rothmaler (K)

Research Group Milestones of Early Cognitive Development, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.

Daniela Santos Oliveira (D)

Department of Psychology, University of Tennessee, Knoxville, Tennessee, USA.

Elizabeth A Simpson (EA)

Department of Psychology, University of Miami, Coral Gables, Florida, USA.

Sylvain Sirois (S)

Department of Psychology, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada.

Eleanor S Smith (ES)

Department of Psychology, University of Cambridge, Cambridge, UK.

Karin Strid (K)

Department of Psychology, University of Gothenburg, Göteborg, Sweden.

Anna-Lena Tebbe (AL)

Research Group Milestones of Early Cognitive Development, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.

Maleen Thiele (M)

Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany.

Francis Yuen (F)

Department of Psychology, The University of British Columbia, Vancouver, British Columbia, Canada.

Tobias Schuwerk (T)

Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany.

Classifications MeSH