Malgorzata Korolkiewicz

Malgorzata Korolkiewicz is a Program Director within the UniSA STEM faculty at the University of South Australia. Her research focuses on learning analytics, big data visualization, machine learning applications, and the integration of artificial intelligence in education. She has contributed to interdisciplinary projects, including solar radiation forecasting and consumer behavior analysis. As a co-author in multiple peer-reviewed journals and conference proceedings, her work emphasizes practical applications of data science in education and policy.

Research Interests:

• Developing tools for student engagement analysis using learning analytics.
• Exploring big data visualization techniques using Python, R, and SAS.
• Investigating algorithmic trust in high-stakes decision-making contexts.
• Designing pedagogical approaches for statistics education in diverse university settings.

Recent Trends in Publications:

Her recent work addresses AI's role in higher education policy (e.g., ChatGPT adoption challenges) and ethical considerations of algorithmic systems. Earlier research includes solar radiation forecasting models and consumer purchasing pattern analysis using machine learning.

Grants & Advisory Roles:

• Research Degree Supervisor at UniSA.
• Contributions to interdisciplinary research centers like the Barbara Hardy Institute and the Centre for Change and Complexity in Learning.

Labs/Teams: Active in collaborative projects across mathematics, statistics, and education futures initiatives at UniSA.