Eye tracking in a teaching context: comparative study of the professional vision of university supervisor trainers and pre-service teachers in initial training for secondary education in French-speaking Belgium
Duvivier, Valérie; Derobertmasure, Antoine; Demeuse, Marc
[en] This study explores the visual strategies of University Supervisor Trainers (UST) for teachers [Upper Secondary Education Teaching Certification—Agrégation de l’Enseignement Secondaire Supérieur (AESS)] in French-speaking Belgium and the pre-service teachers (PT) they train. It aims to understand how these two groups observe a teaching situation, on video, using an eye-tracking device. The video shows the start of a geography lesson given by a trainee in a primary school class. Three research questions were formulated, examining (a) the actor observed (the trainee, the pupil working groups and 4 pupil profiles present in the scene), (b) the visual strategies used to access these actors, and (c) the visual itineraries when a planning error by the trainee is presented on the screen. To answer, we chose to carry out an analysis based on oculometric indicators (fixing, visit, and first view). The results show that UST and PT focus their attention on the same groups of students. However, they do not do so in the same way. UST adopt visual strategies that are distinct from those of PT, thus aligning their approaches with those of expert teachers in other studies using eye tracking. Within these strategies, we highlight two important points: (a) the emergence of dynamic and floating visual strategies in the UST, characterized by more frequent revisits (significantly validated) and fixations of shorter duration than in PT; and (b) less fixation of UST in observing students who are very active in class compared to PT. Finally, the specific analysis of the UST gaze itineraries at the time of the trainee’s planning error reflected both common elements (e.g., teaching tools) and divergent elements (e.g., checking pupils).
Disciplines :
Education & instruction
Author, co-author :
Duvivier, Valérie
Derobertmasure, Antoine ; Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Sciences de l'enseignement et de la formation
Demeuse, Marc ; Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Sciences de l'enseignement et de la formation
Language :
English
Title :
Eye tracking in a teaching context: comparative study of the professional vision of university supervisor trainers and pre-service teachers in initial training for secondary education in French-speaking Belgium
Alonso Vilches V. Detroz P. Verpoorten D. (2021). Recours à la vidéo dans le conseil pédagogique en enseignement supérieur – Une étude ciblant les arrêts sur image. Intégration Pédagogique des TIC: Revue Internationale de l’Association AUPTIC - Education 1 Available at: https://orbi.uliege.be/handle/2268/260601
Awaya A. McEwan H. Heyler D. Linsky S. Lum D. Wakukawa P. (2003). Mentoring as a journey. Teach. Teach. Educ. 19, 45–56. doi: 10.1016/S0742-051X(02)00093-8
Bai K. Wang J. Wang H. Chen X. (2022). A study of eye-tracking gaze point classification and application based on conditional random field. Appl. Sci. 12:6462. doi: 10.3390/app12136462
Beach P. McConnel J. (2019). Eye tracking methodology for studying teacher learning: a review of the research. Int. J. Res. Method Educ. 42, 485–501. doi: 10.1080/1743727X.2018.1496415
Becker S. Mukhametov S. Pawels P. Kuhn J. (2021). “Using mobile eye tracking to capture joint visual attention in collaborative experimentation” in Proceedings of the physics education research conference 2021 (PERC), virtual event, 22–23 November 2021, 39–44.
Bissonnette S. Bouchard C. St-Georges N. Gauthier C. Bocquillon M. (2020). Un modèle de réponse à l’intervention (RàI) comportementale: Le soutien au comportement positif (SCP). Enfance en difficulté 7, 131–152. doi: 10.7202/1070386ar
Bocquillon M. Derobertmasure A. Demeuse M. (2018). Comment tirer le meilleur parti de la double casquette « chercheur » et « formateur» dans le cadre de l’évolution d’un dispositif de formation d’enseignants? Phronesis, 7, 8–23. doi: 10.7202/1044252ar
Bocquillon M. (2020). Quel dispositif pour la formation initiale des enseignants? Pour une observation outillée des gestes professionnels en référence au modèle de l’enseignement explicite [Phdthesis, Université de Mons]. Available at: https://theses.hal.science/tel-02929814.
Bourbao M. (2010). Peut-on former les maîtres à la conduite de classe? Actes du congrès de l’Actualité de la recherche en éducation et en formation (AREF), Université de Genève, septembre 2010. Available at: https://plone.unige.ch/aref2010/communications-orales/premiers-auteurs-en-b/Peut-on%20former%20les%20maitres.pdf.
Bourke T. Ryan M. Ould P. (2018). How do teacher educators use professional standards in their practice? Teach. Teach. Educ. 75, 83–92. doi: 10.1016/j.tate.2018.06.005
Bromme R. (1992). Des Lehrer als Experte: Zur Psychologie des professionellen Wissens. Berne: Hans Huber.
Burch M. Haymoz R. Lindau S. (2022). The benefits and drawbacks of eye tracking for improving educational systems. Symp. Eye Track. Res. Appl. 2022, 1–5. doi: 10.1145/3517031.3529242
Carette R. (2020). Détection automatisée du trouble du spectre de l’autisme via eye-tracking et réseaux de neurones artificiels: Conception d’un système d’aide à la décision [Phdthesis, Université de Picardie Jules Verne]. Available at: https://theses.hal.science/tel-03626269.
Chaudhuri S. Muhonen H. Pakarinen E. Lerkkanen M.-K. (2022). Teachers’ focus of attention in first-grade classrooms: exploring teachers experiencing less and more stress using Mobile eye-tracking. Scand. J. Educ. Res. 66, 1076–1092. doi: 10.1080/00313831.2021.1958374
Cilia F. Carette R. Elbattah M. Dequen G. Guérin J.-L. Bosche J. et al. (2021). Computer-aided screening of autism Spectrum disorder: eye-tracking study using data visualization and deep learning. JMIR Hum. Factors 8:e27706. doi: 10.2196/27706
Cohen E. Hoz R. Kaplan H. (2013). The practicum in preservice teacher education: a review of empirical studies. Teach. Educ. 24, 345–380. doi: 10.1080/10476210.2012.711815
Cortina K. Miller K. McKenzie R. Epstein A. (2015). Where low and high inference data converge: validation of CLASS assessment of mathematics instruction using Mobile eye tracking with expert and novice teachers. Int. J. Sci. Math. Educ. 13, 389–403. doi: 10.1007/s10763-014-9610-5
Cuve H. Stojanov J. Roberts-Gaal X. Catmur C. Bird G. (2022). Validation of Gazepoint low-cost eye-tracking and psychophysiology bundle. Behav. Res. Methods 54, 1027–1049. doi: 10.3758/s13428-021-01654-x
Derobertmasure A. (2012). La formation initiale des enseignants et le développement de la réflexivité? Objectivation du concept et analyse des productions orales et écrites des futurs enseignants [Phdthesis, Université de Mons-Hainaut]. Available at: https://theses.hal.science/tel-00726944.
de Peretti A. Muller F. (2013). Mille et une propositions pédagogiques: Pour animer son cours et innover en classe. ESF Available at: https://www.numeriquepremium.com/content/books/9782710125211
Dicke T. Elling J. Schmeck A. Leutner D. (2015). Reducing reality shock: the effects of classroom management skills training on beginning teachers. Teach. Teach. Educ. 48, 1–12. doi: 10.1016/j.tate.2015.01.013
Doyle W. (1980). Classroom Management West Lafayette: Kappa Delta Pi.
Doyle W. (2006). “Ecological approaches to classroom management” in Handbook of classroom management: Research, practice and contemporary issues. eds. Evertson D. C. M. Weinstein C. S. (New York: Routledge), 97–125.
Doyle W. Carter K. (2003). Narrative and learning to teach: implications for teacher-education curriculum. J. Curric. Stud. 35, 129–137. doi: 10.1080/0022027022000023053
Duchowski A. (2017). Eye tracking methodology: Theory and practice (3). London: Springer-Verlag.
Duvivier V. Demeuse M. (2023). Formation des enseignants et simulation. Les élèves ne sont pas des cobayes. Enseignement et Apprentissages, 8, 3–21.
Ericsson K. A. (2018). “12 capturing expert thought with protocol analysis: concurrent verbalizations of thinking during experts’ performance on representative tasks” in The Cambridge handbook of expertise and expert performance, 192.
Feldon D. (2007). Cognitive load and classroom teaching: the double-edged sword of automaticity. Educ. Psychol. 42, 123–137. doi: 10.1080/00461520701416173
Gegenfurtner A. Eichinger A. Latzel R. Dietrich M. P. Barkowsky M. Glufke A. et al. (2018). Mobiles Eye-Tracking in den angewandten Wissenschaften. Available at: https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/86588.
Gegenfurtner A. Gruber H. Holzberger D. Keskin Ö. Lehtinen E. Seidel T. (2023). Towards a cognitive theory of visual expertise: Methods of inquiry. In Re-theorising learning and research methods in learning research (142–158). Routledge.
Gegenfurtner A. Lehtinen E. Säljö R. (2011). Expertise differences in the comprehension of visualizations: a meta-analysis of eye-tracking research in professional domains. Educ. Psychol. Rev. 23, 523–552. doi: 10.1007/s10648-011-9174-7
Goldberg P. Schwerter J. Seidel T. Müller K. Stürmer K. (2021). How does learners’ behavior attract preservice teachers’ attention during teaching? Teach. Teach. Educ. 97:103213. doi: 10.1016/j.tate.2020.103213
Goodwin C. (1994). Professional vision. Am. Anthropol. 96, 606–633. doi: 10.1525/aa.1994.96.3.02a00100
Grub A.-S. Biermann A. Lewalter D. Brünken R. (2022). Professional vision and the compensatory effect of a minimal instructional intervention: a quasi-experimental eye-tracking study with novice and expert teachers. Front. Educ. 7:890690. doi: 10.3389/feduc.2022.890690
Guerdelli F. Dufresne A. Martial O. Droui M. Vázquez-Abad J. (2008). Un dispositif de suivi occulaire pour l’analyse de l’attention et des processus cognitifs des apprenants en physique. Paper presented at the Colloque: L’utilisation des technologies pour la recherche en éducation scientifique à la Conférence de la Société Canadienne pour l’Étude de l’Éducation (SCÉÉ), Vancouver, Canada.
Hadar L. Brody D. (2018). Individual growth and institutional advancement: the in-house model for teacher educators’ professional learning. Teach. Teach. Educ. 75, 105–115. doi: 10.1016/j.tate.2018.06.007
Halszka J. Holmqvist K. Gruber H. (2017). Eye tracking in educational science: theoretical frameworks and research agendas. J. Eye Mov. Res. 10:10.16910/jemr.10.1.3. doi: 10.16910/jemr.10.1.3
Holmqvist K. Nyström M. Andersson R. Dewhurst R. Jarodzka H. Weijer J. Van De. (2011). Eye tracking: A comprehensive guide to methods and measures. Oxford: OUP.
Huang Y. (2018). Learning from Teacher’s eye movement: Expertise, subject matter and video Modeling [thesis] University of Michigan http://deepblue.lib.umich.edu/handle/2027.42/145853.
Huang Y. Miller K. Cortina K. Richter D. (2021). Teachers’ professional vision in action: comparing expert and novice teacher’s real-life eye movements in the classroom. Zeitschrift für Pädagogische Psychologie 2021, 1–18. doi: 10.1024/1010-0652/a000313
Huberman M. (1988). Teacher careers and school improvement. J. Curric. Stud. 20, 119–132. doi: 10.1080/00220272.1988.11070783
Jarodzka H. Brand-Gruwel S. (2017). Tracking the reading eye: towards a model of real-world reading. J. Comput. Assist. Learn. 33, 193–201. doi: 10.1111/jcal.12189
Jarodzka H. Skuballa I. Gruber H. (2021). Eye-tracking in educational practice: investigating visual perception underlying teaching and learning in the classroom. Educ. Psychol. Rev. 33, 1–10. doi: 10.1007/s10648-020-09565-7
Ju Q. (2019). Utilisation de l’Eye-tracking pour l’Interaction Mobile dans un Environnement Réel Augmenté. [Thesis]. Université de Lyon.
Kaminskienė L. Horlenko K. Matulaitienė J. Ponomarenko T. Rutkienė A. Tandzegolskienė-Bielaglovė I. (2023). Mobile eye tracking evoked teacher self-reflection about teaching practices and behavior towards students in higher education. Front. Educ. 8:1209856. doi: 10.3389/feduc.2023.1209856
Keller-Schneider M. Buser M. Morales-Perlaza A. (2021). Comparaison de la perception des exigences professionnelles par les futurs enseignants du primaire à la fin des première, deuxième et troisième années de formation à l’enseignement à Zurich (Suisse). Formation et Profession: Revue Scientifique Internationale en Éducation 29, 1–17. doi: 10.18162/fp.2021.607
Kim S.-H. Dong Z. Xian H. Upatising B. Yi J. S. (2012). Does an eye tracker tell the truth about visualizations?: Findings while investigating visualizations for decision making. IEEE Trans. Vis. Comput. Graph. 18, 2421–2430. doi: 10.1109/TVCG.2012.215
Kosel C. Holzberger D. Seidel T. (2021). Identifying expert and novice visual Scanpath patterns and their relationship to assessing learning-relevant student characteristics. Front. Educ. 5:612175. doi: 10.3389/feduc.2020.612175
Kosel C. Mooseder A. Seidel T. Pfeffer J. (2023). Measuring teachers’ visual expertise using the gaze relational index based on real-world eye-tracking data and varying velocity thresholds. arXiv:2304.05143 Available at: http://arxiv.org/abs/2304.05143
Kounine J. (1970). Discipline et gestion de groupe en classe. New York, NY: Holt, Rinehart et Winston.
Lachner A. Jarodzka H. Nückles M. (2016). What makes an expert teacher? Investigating teachers’ professional vision and discourse abilities. Instr. Sci. 44, 197–203. doi: 10.1007/s11251-016-9376-y
Lai M.-L. Tsai M.-J. Yang F.-Y. Hsu C.-Y. Liu T.-C. Lee S. W.-Y. et al. (2013). A review of using eye-tracking technology in exploring learning from 2000 to 2012. Educ. Res. Rev. 10, 90–115. doi: 10.1016/j.edurev.2013.10.001
Lanéelle X. Perez-Roux T. (2014). Entrée dans le métier des enseignants et transition professionnelle: Impact des contextes de professionnalisation et dynamiques d’acteurs. L’orientation Scolaire et Professionnelle 43:Article 43/4. doi: 10.4000/osp.4488
Laurent R. Dessus P. Vaufreydaz D. (2022). Analyser automatiquement les signaux de l’enseignement: Une approche d’apprentissage social fondée sur les preuves. Approche Neuropsychologique des Apprentissages Chez l'Enfant 32, 29–36. Available at: https://shs.hal.science/hal-03599280/
Le Meur O. Baccino T. (2013). Methods for comparing scanpaths and saliency maps: strengths and weaknesses. Behav. Res. Methods 45, 251–266. doi: 10.3758/s13428-012-0226-9
Lefstein A. Snell J. (2011). Professional vision and the politics of teacher learning. Teach. Teach. Educ. 27, 505–514. doi: 10.1016/j.tate.2010.10.004
Lipowsky F. Rakoczy K. Pauli C. Reusser K. Klieme E. (2007). Gleicher Unterricht - gleiche Chancen für alle? Die Verteilung von Schülerbeiträgen im Klassenunterricht. Unterrichtswissenschaft 35, 125–147. doi: 10.25656/01:5489
Livingston C. Borko H. (1989). Expert-novice differences in teaching: a cognitive analysis and implications for teacher education. J. Teach. Educ. 40, 36–42. doi: 10.1177/002248718904000407
Loignon G. (2021). Une approche computationnelle de la complexité linguistique par le traitement automatique du langage naturel et l’oculométrie. (Thesis). Université de Montréal Available at: https://papyrus.bib.umontreal.ca/xmlui/handle/1866/26189.
McIntyre N. Foulsham T. (2018). Scanpath analysis of expertise and culture in teacher gaze in real-world classrooms. Instr. Sci. 46, 435–455. doi: 10.1007/s11251-017-9445-x
McKee W. Witt J. (1990). “Effective teaching: a review of instructional and environmental variables” in The handbook of school psychology. 2nd ed (John Wiley & Sons), 821–846.
Meteier Q. Mugellini E. Angelini L. Verdon A. A. Senn-Dubey C. Vasse J.-M. (2023). Enhancing the metacognition of nursing students using eye tracking glasses. In: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 1–2.
Miles M. Huberman A. (2003). Analyse des données qualitatives De Boeck Supérieur. Bruxelles.
Minarikova E. Smidekova Z. Janik M. Holmqvist K. (2021). Teachers’ professional vision: teachers’ gaze during the act of teaching and after the event. Front. Educ. 6:716579. doi: 10.3389/feduc.2021.716579
Nault T. Fijalkow J. (1999). Introduction. La gestion de la classe: D’hier à demain. Revue des Sciences de l’Éducation 25, 451–466. doi: 10.7202/032009ar
Paris C. Gespass S. (2001). Examining the mismatch between learner-centered teaching and teacher-centered supervision. J. Teach. Educ. 52, 398–412.
Ping C. Schellings G. Beijaard D. (2018). Teacher educators’ professional learning: a literature review. Teach. Teach. Educ. 75, 93–104. doi: 10.1016/j.tate.2018.06.003
Putnam R. (1987). Structuring and adjusting content for students: a study of live and simulated tutoring of addition. Am. Educ. Res. J. 24, 13–48. doi: 10.3102/00028312024001013
Quittre V. Dupont V. Lafontaine D. (2018). Des enseignants parlent aux enseignants Résultats de l’enquête TALIS 2018 (p. 15). Available at: http://www.enseignement.be/index.php?page=28161.
Reyneke R. (2019). Improving interactive user experience with microinteractions: An application of biometric and affect detection systems on landing pages (Doctoral dissertation). Harvard University.
Rocca F. Dave M. Duvivier V. Van Daele A. Demeuse M. Derobertmasure A. et al. (2023). “Designing an assistance tool for Analyzing and Modeling trainer activity in professional training through simulation” in Proceedings of the 2023 ACM international conference on interactive media experiences, 180–187.
Rosenshine B. Roberts S. (1986). “Teaching functions” in Handbook of research on teaching, 376–391.
Roussel K. (2017). Les protocoles verbaux (think-aloud protocols): Enjeux méthodologiques de validité pour la recherche en contexte scolaire. Can. J. New Scholars Educ. 8:Article 1 Available at: https://journalhosting.ucalgary.ca/index.php/cjnse/article/view/30805
Sabers D. Cusching K. Berliner D. (1991). Differences among teachers in a task characterized by simultaneity, multidimensionality, and immediacy. Am. Educ. Res. J. 28-1, 63–88.
Saussez F. Lessard C. (2009). Entre orthodoxie et pluralisme, les enjeux de l’éducation basée sur la preuve. Revue Française de Pédagogie. Recherches en Éducation 168:168. doi: 10.4000/rfp.1804
Schnitzler K. Holzberger D. Seidel T. (2020). Connecting judgment process and accuracy of student teachers: differences in observation and student engagement cues to assess student characteristics. Front. Educ. 5:602470. doi: 10.3389/feduc.2020.602470
Seidel T. Schnitzler K. Kosel C. Stürmer K. Holzberger D. (2021). Student characteristics in the eyes of teachers: differences between novice and expert teachers in judgment accuracy, observed Behavioral cues, and gaze. Educ. Psychol. Rev. 33, 69–89. doi: 10.1007/s10648-020-09532-2
Seidel T. Stürmer K. (2014). Modeling and measuring the structure of professional vision in preservice teachers. Am. Educ. Res. J. 51, 739–771. doi: 10.3102/0002831214531321
Shinoda H. Yamamoto T. Imai-Matsumura K. (2021). Teachers’ visual processing of children’s off-task behaviors in class: a comparison between teachers and student teachers. PLoS One 16:e0259410. doi: 10.1371/journal.pone.0259410
Sherin M. G. (2007). The development of teachers’ professional vision in video clubs in Goldman R. Pea R. Barron B. Derry S. (Eds.) Video research in the learning sciences. Mahwah, NJ: Lawrence Erlbaum Associates
Stahnke R. Blömeke S. (2021). Novice and expert teachers’ noticing of classroom management in whole-group and partner work activities: evidence from teachers’ gaze and identification of events. Learn. Instr. 74. doi: 10.1016/j.learninstruc.2021.101464
Stürmer K. Seidel T. Müller K. Häusler J. Cortina K. S. (2017). What is in the eye of preservice teachers while instructing? An eye-tracking study about attention processes in different teaching situations. Z. Erzieh. 20, 75–92. doi: 10.1007/s11618-017-0731-9
van den Bogert N. van Bruggen J. Kostons D. Jochems W. (2014). First steps into understanding teachers’ visual perception of classroom events. Teach. Teach. Educ. 37, 208–216. doi: 10.1016/j.tate.2013.09.001
Van Es E. Sherin M. (2002). Apprendre à remarquer: étayer les interprétations des nouveaux enseignants sur les interactions en classe. J. Technologie et de Formation des Enseignants 10, 571–596. Available at: https://www.learntechlib.org/p/9171/
van Es E. Sherin M. (2008). Mathematics teachers’ “learning to notice” in the context of a video club. Teach. Teach. Educ. 24, 244–276. doi: 10.1016/j.tate.2006.11.005
van Leeuwen A. van Wermeskerken M. Erkens G. Rummel N. (2017). Measuring teacher sense making strategies of learning analytics: a case study. Learn. Res. Pract. 3, 42–58. doi: 10.1080/23735082.2017.1284252
Viau-Guay A. Hamel C. (2017). L’utilisation de la vidéo pour développer la competence réflexive des enseignants. Une recension des écrits. Schweizerische Zeitschrift für Bildungswissenschaften 39, 129–146. doi: 10.25656/01:16097
Vifquin J.-M. Frenay M. (2018). L’observation professionnelle en formation d’enseignants du secondaire en Belgique francophone. Phronesis 7, 80–90. doi: 10.7202/1056321ar
Vincent C. Soroli E. Engemann H. Hendriks H. Hickmann M. (2018). Tobii or not Tobii? Assessing the validity of eye tracking data - challenges and solutions. J. Eye Mov. Res. 11:7. doi: 10.16910/jemr.11.5.7
Wagner M. C. (1998). Pratique du micro-enseignement. Bruxelles: De Boeck. (4).
Wahl D. (1991). Handeln unter Druck: Der weite Weg vom Wissen zum Handeln bei Lehrern, Hochschullehrern und Erwachsenenbildnern Weinheim: Dt. Studien-Verlag.
Wang J. (2022). Leveraging eye tracking technology to improve teacher education. J. Technol. Teach. Educ. 30, 253–264.
Wolff C. E. Jarodzka H. van den Bogert N. Boshuizen H. (2016). Teacher vision: expert and novice teachers’ perception of problematic classroom management scenes. Instr. Sci. 44, 243–265. doi: 10.1007/s11251-016-9367-z
Wolff C. van den Bogert N. Jarodzka H. Boshuizen H. (2015). Keeping an eye on learning: differences between expert and novice teachers’ representations of classroom management events. J. Teach. Educ. 66, 68–85. doi: 10.1177/0022487114549810
Wyss C. Rosenberger K. Bührer W. (2021). Student teachers’ and teacher educators’ professional vision: findings from an eye tracking study. Educ. Psychol. Rev. 33, 91–107. doi: 10.1007/s10648-020-09535-z
Yamamoto T. Imai-Matsumura K. (2013). Teachers’ gaze and awareness of students’ behavior: using an eye tracker. Compr. Psychol. 2:01.IT.2.6. doi: 10.2466/01.IT.2.6
Zeichner K. M. (2005). “A research agenda for teacher education” in Studying teacher education: The report of the AERA panel on research and teacher education (American Educational Research Association), 737–759.