Research team
Expertise
Research into the validity, reliability and difficulty of comparative judgement to assess complex skills (including peer assessment). Research into learning by comparison.
Eye-tracking and AI for Enhanced Teaching (EYE-TEACH).
Abstract
Recent education assessments (PIRLS, PISA) show a significant decline in reading comprehension amongst students in many European countries. The EYE-TEACH project is an initiative integrating artificial intelligence (AI) and eye-tracking (ET) that aims to transform educational practices and empower European teachers with new pedagogical skills for assessing and supporting their students' reading comprehension. The project addresses issues such as the post-COVID-19 educational challenges, mounting teacher workload and teacher shortages across Europe. Eye tracking, although not without limitations, has proven its worth in educational research, offering insights into students' reading behaviours, cognitive load, and emotional engagement. It differentiates between various levels of reader comprehension, making it a valuable tool for personalised education. Complex eye-tracking data translated into intelligible output by AI and supported by a robust ethical and data privacy framework can provide teachers with actionable insights, aiding the selection of effective pedagogical strategies. EYE-TEACH reaches beyond the state of the art by involving teachers and education practitioners early in the development process. By mapping educators' acceptance and readiness to adopt such novel technologies and highlighting the role of perceived ease of use and usefulness, the project has real potential to transform educational practices. The final joint result of the project will be a comprehensive resource of training materials and guidelines for using and implementing this technology in education, including benefit and risk assessments, and considerations of privacy and ethics issues. By empowering teachers with an AI-assisted ET-analytics tool and training materials, the project aims to contribute positively to the future of education in Europe.Researcher(s)
- Promoter: Gijbels David
- Co-promoter: De Maeyer Sven
- Co-promoter: Donche Vincent
- Co-promoter: van Daal Tine
Research team(s)
Project type(s)
- Research Project
Advising in research project 'Sustainable Careers'.
Abstract
Subjective success as one of the factors of a sustainable career When people talk about careers, they rather often talk about making the right career choice, finding the right job, and having a certain security in the job. Career success is often seen as making upward moves and salary growth. In this project we want to provide a realistic and contemporary perspective on careers. Sustainable careers are an ongoing dynamic process where people are not only driven by objective success, but also by many forms of subjective success. The focus of the project will be on the following research questions: -Which pathways towards objective and subjective career success can we unravel? -Can we distinguish different trajectories depending on the importance attached to certain career goals? -How are the different elements of a sustainable career balanced (happy, healthy, productive)? Which factors are impacting this balance? -What is the impact of career mobility, employability and career resources regarding sustainable career paths?Researcher(s)
- Promoter: van Daal Tine
Research team(s)
Project type(s)
- Research Project
Digging into the task difficulty of comparative judgement: its link with decision quality and low alignability.
Abstract
Comparative judgement is increasingly used to assess student work in secondary and higher education. Assessors are presented with two pieces of work and asked to indicate which work is better. Research underpins that comparative judgement can become difficult at times. Evidence univocally points to the impeding role of similarity and also indicates that task difficulty differs across assessors. Insight into several other aspects of task difficulty is, however, lacking. This research project focusses on two of these issues: (1) the relation of task difficulty with decision quality and (2) the role of low alignability in task difficulty. To answer these research questions, four samples will be used of which three are already collected. These three samples focus on the assessment of writing. The fourth sample will be collected in an authentic assessment on presentation skills. All samples include the comparative judgements made, assessors' justifications for their decisions or feedback on the pieces of work compared and information on task difficulty. Results of this project will provide more insight into the role of low alignability and initiate a new line of research by linking task difficulty to decision quality.Researcher(s)
- Promoter: van Daal Tine
Research team(s)
Project type(s)
- Research Project