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Eye tracking insights dans les sciences de l'éducation Q4 2024.

Dans Q4 2024, la technologie de l'eye tracking a considérablement fait progresser les sciences de l'éducation, offrant des perspectives profondes sur l'attention, la compréhension et l'engagement des étudiants. Des études ont utilisé l'eye tracking pour explorer l'attention visuelle dans les environnements VR, l'impact des éléments animés sur l'apprentissage, et les processus cognitifs impliqués dans la lecture et l'évaluation de l'information. Ces résultats mettent en évidence la capacité de l'eye tracking à fournir des données détaillées et objectives, améliorant notre compréhension des interactions éducatives et éclairant la conception d'outils d'apprentissage plus efficaces.

Utilizing Gaze-Contingent Rendering to Maintain Visual Attention in Educational VR

Yu Han, Yu Miao, Jiajun Wang, Hao Sha, Yi Xiao & Yue Liu

In educational Virtual Reality (VR) environments, objects irrelevant to learning can lead to students' inattention, which adversely affects learning. However, removing these objects from virtual scenes is not feasible, as they are crucial for creating a realistic and immersive experience. Balancing the need to maintain students' attention while preserving the integrity of scenarios is a challenging task. In this paper, we introduce a gaze-contingent rendering (GCR) technique to address such an issue, which is independent of specific elements or configura...

  • Tobii VR

Sensitive children’s attention and emotional response to student-teacher interactions

Sara Scrimin, Paolo Girardi & Libera Ylenia Mastromatteo

Student-teacher interactions capture bystanders’ attention causing an emotional arousal that takes away the focus of attention form the assigned task. To assess attentional and emotional response to socio-emotional interactions within the classroom, student’s eye movement and dilatation were registered while investigating children’s environmental sensitivity. Primary school children’s pupil response (n = 95) while watching different interaction scenes were registered. Children self-reported on environmental sensitivity. Two mixed-effects regression model...

  • Tobii Pro X60 / X120 / T60 / T120

The interference effect of low-relevant animated elements on digital picture-book comprehension in preschoolers: An eye-movement study

Nina Liu, Chen Chen, Yingying Liu, Shan Jiang, QianCheng Gao & Ruihan Wu

Digital picture-book (DPB) with animated elements can enhance children’s engagement, but irrelevant animations may interfere with their comprehension. To determine the effect of the relevance of animated elements on preschoolers’ comprehension, an experimental study was conducted. Thirty-three preschoolers between the aged 4-5 years engaged with DPB in three conditions: high- and low-relevant animations and a static control while listening to the story; their eye movements were recorded simultaneously. The study found that preschoolers had lower comprehe...

TRANSFERABILITY OF LSTM APPROACH TRAINED WITH EYE-TRACKING DATA FROM CONTEXT OF FUNDAMENTALS OF ELECTRICAL ENGINEERING

Johannes Paehr & Thomas N. Jambor

As studying electrical engineering is particularly challenging in the first semesters, approaches are constantly being sought to identify and subsequently solve students' problems. This is the reason why our students wore eye trackers while solving two tasks from the basics of electrical engineering. The idea is that the recorded data can help to provide students with targeted support. The recorded data was analyzed with regard to classical significant metrics concerning the correctness of the students' solutions. Significant metrics were identified. How...

Research on Interactive Efficiency and Experience of Intelligent Education Platform

Yingju Li, Bin Hu, Chaolan Tang & Xian Yang

To explore online user behavioral habits from the perspectives of cognitive efficiency and emotional experience, as well as to provide objective and quantitative physiological evidence for the design of intelligent online education platforms and the technological application of Education 4.0. In this paper, 45 subjects were selected and recruited using a combination of eye-tracking and questionnaires, with a male-to-female ratio of 1:2. The results show that: (1) Intelligent interaction modes significantly impact online users’ positive emotional arousal ...

An Eye Tracker Study on the Understanding of Implicitness in French Elementary School Children

Maria Pia Bucci, Aikaterini Premeti & Béatrice Godart-WendlingErgonomics

Background: The aim of this study is to use an eye tracker to compare the understanding of three forms of implicitness (i.e., presupposition, conversational implicatures, and irony) in 139 pupils from the first to the fifth year of elementary school. Methods: The child was invited to read short texts composed of a context about some characters and a target sentence conveying one of the three kinds of implicitness. After that, there was a comprehension yes/no question to check whether the child had understood the implicit content of the target sentence. A...

Cognitive engagement and reading comprehension of French pupils aged between 9- and 11-Years old are influenced by task relevance: evidence from concurrent recordings of postural and eye movements

Ugo Ballenghein & Léa LachaudSpringer Series in Healthcare Management and Innovation Medical Device Management

The relevance effect refers to the influence that instructions have on readers’ attention and learning. The present study examined whether relevance influences elementary school students’ reading comprehension and cognitive engagement. To measure the latter, eye movements and postural sway were recorded in 42 French speaking students aged 9.3–11.6 years. Eye movements were recorded with infrared-based eye-tracking glasses, and postural sway with an infrared-based motion capture system. Children read two texts, one task-relevant and one task-irrelevant, a...

The Text-Belief Consistency Effect Among Recent Upper Secondary Graduates: An Eye Tracking Study

Mariola Giménez-Salvador, Ignacio Máñez & Raquel Cerdán

Readers tend to allocate more cognitive resources to processing belief-consistent than belief-inconsistent information when reading multiple texts displaying discrepant views. This phenomenon, known as the text-belief consistency effect, results in individuals being more prone to making biased decisions and falling victim to manipulation and misinformation. This issue is gaining relevance due to the undeniably vast amount of information surrounding us. Hence, schools must ensure that students complete their education prepared to face this challenge. Howe...

Unpacking Help-Seeking Process through Multimodal Learning Analytics: A Comparative Study of ChatGPT vs Human Expert

Angxuan Chen, Mengtong Xiang, Junyi Zhou, Jiyou Jia, Junjie Shang, Xinyu Li, Dragan Gašević & Yizhou Fan

Help-seeking is an active learning strategy tied to self-regulated learning (SRL), where learners seek assistance when facing challenges. They may seek help from teachers, peers, intelligent tu-tor systems, and more recently, generative artificial intelligence (AI). However, there is limited empirical research on how learners’ help-seeking process differs between generative AI and hu-man experts. To address this, we conducted a lab experiment with 38 university students tasked with essay writing and revising. The students were randomly divided into two g...

The effects of embedded quizzes on self‐regulated processes and learning performance during a multimedia lesson

Camille Tordet, Jonathan Fernandez & Eric Jamet

Previous research has demonstrated that quizzing can improve self‐regulation processes and learning performances. However, it remains unclear whether quizzes in multimedia material bring similar benefits, and whether interindividual differences such as working memory capacity (WMC) modulate quizzing effects.

Comparison and AI-based prediction of graph comprehension skills based on the visual strategies of first-year physics and medicine students

Verena Ruf, Yavuz Dinc, Stefan Küchemann, Markus Berndt, Steffen Steinert, Daniela Kugelmann, Jonathan Bortfeldt, Jörg Schreiber, Martin R. Fischer & Jochen Kuhn

Graphical representations of data are common in many disciplines. Previous research has found that physics students appear to have better graph comprehension skills than students from social science disciplines, regardless of the task context. However, the graph comprehension skills of physics students have not yet been compared with (veterinary) medicine students, both of which are disciplines that require multiple science, technology, engineering, and mathematics (STEM) courses. This study extends previous research on this subject by exploring whether ...

Effects of teacher students’ study progress on their gaze behavior while solving of an economics knowledge test

Sebastian Brückner & Olga Zlatkin-Troitschanskaia

Positive effects of study progress on the economic knowledge of bachelor students are evident and were often referred to as proof of the validity of tests in the context of a longitudinal analysis. However, differences between domain-specific (e.g., semester) or discipline-specific (e.g., attended courses) indicators of study progress on students’ solving the economics tasks are relevant for both diagnostic and instructional purposes, but have hardly been researched to date. In an eye tracking study, we therefore calculated the average fixation duration ...

Pedagogical agent positioning in external videos improves English academic presentation proficiency in desktop virtual reality settings

English academic presentation (EAP) is an indispensable skill set of academic communication for university students. With the rapid development of desktop virtual reality (DVR), its application in language learning is worth exploring. The present study aimed to examine whether there is an improvement and difference in students' EAP by learning from the DVR with an in‐video pedagogical agent (PA) or an out‐of‐video PA. Adopting a between‐subject experimental design, a total of 64 students were randomly assigned to one of two group conditions depen...

Research on the daylighting metrics of college classrooms based on visual comfort in China

Han Li, Jia Jia, Hongxia Yu & Xingtian Wang

Vision is one of the most important senses of human beings. Reasonable daylighting is a prerequisite for ensuring the visual health of college students, and it is even more necessary for the speed and accuracy of processing visual information. This study addresses the critical issue of identifying daylighting metrics threshold values for college classrooms to enhance students' visual comfort during desktop paper reading, visual health and efficiency in information processing. An overall methodology was explored, which integrated task performance indexes ...

Carry-forward effect: providing proactive scaffolding to learning processes

Kshitij Sharma & Michail GiannakosThe Journal of Medical Investigation

Multimodal data enables us to capture the cognitive and affective states of students to provide a holistic understanding of learning processes in a wide variety of contexts. With the use of sensing technology, we can capture learners' states in near real-time and support learning. Moreover, multimodal data allows us to obtain early predictions of learning performance, and support learning in a timely manner. In this contribution, we utilise the notion of ‘carry forward effect’, an inferential and predictive modelling approach that utilises multimodal dat...

Enhancing Learning Through Animated Video: An Eye-Tracking Methodology Approach

Jacob Beautemps, André Bresges & Sebastian Becker-Genschow

This study investigates the impact of different animation styles on learning outcomes in physics, with a focus on explanations of the seasons. Using a combination of pre-post performance tests and eye tracking, we compared animations featuring a presenter with pure animations without a person in the frame. The sample consisted of students from a seminar for prospective physics teachers (N = 32, mean age = 23.9, SD = 5.7). The results indicate that while both formats achieved high learning success, the pure animation significantly outperformed the present...

Investigation of students use of online information in higher education using eye tracking

Ann-Kathrin Kunz, Olga Zlatkin-Troitschanskaia, Susanne Schmidt, Marie-Theres Nagel & Sebastian Brückner

To successfully learn using freely available (and non-curated) Internet resources, university students need to search for, critically evaluate and select online information, and verify sources (defined as Critical Online Reasoning, COR). Recent research indicates substantial deficits in COR skills among higher education students. To support students in learning how to critically use online information for their learning, it is necessary to better understand the strategies and practices that might elicit less critically-reflective judgments about online i...

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