Capturing students' cognitive engagement using the ICAP framework

A scoping review

Authors

DOI:

https://doi.org/10.20851/ll.v6.53

Keywords:

cognitive engagement, higher education, ICAP

Abstract

Student cognitive engagement (CE) is crucial as it reflects students’ investment in academic achievement. To conceptualise different dimensions of CE, the Interactive, Constructive, Active, and Passive (ICAP) framework is widely adopted. While ICAP has been applied in higher education (HE), existing studies are often fragmented, context-specific, or limited to a specific learning environment. Although broader CE strategies have been reviewed, a comprehensive review of practices and methodologies used to capture CE through ICAP across diverse settings is lacking. Therefore, this study reviews 42 peer-reviewed articles using PRISMA methodology to explore current practices in capturing student CE via ICAP in HE. It highlights ICAP applications in face-to-face (36%), online (52%), and hybrid (12%) learning environments, and captures CE mainly across physical learning materials (29%), and online discussion forums (29%). Some studies employed interviews and questionnaire surveys to collect data, while others extracted data from learning management systems. Most studies manually mapped CE to ICAP (57%), which limits their scalability and generalisation. Therefore, there is a compelling need for automated approaches, such as the integration of machine learning models. This study offers valuable insights for educators and researchers on the relevance and versatility of ICAP in capturing CE across varied learning environments and contexts.

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Author Biographies

Dr Ruchini Jayasinghe, Adelaide University

Dr Ruchini Jayasinghe is an Online Course Facilitator for the Construction Management degree at Adelaide University Online. Her research interests include student cognitive engagement, and immersive learning and sustainable construction. Actively engaged in teaching and learning research, she has secured several competitive grants, including a recent Teaching and Learning grant focused on student cognitive engagement in online learning using GenAI-enhanced web applications and a HERN seed-funded project capturing student cognitive engagement patterns in online courses. Ruchini is a co-author of an award-winning CAUL-funded open textbook on construction cost planning, developed with Massey University and professional bodies. She is an active member of the Australian Research Centre for Interactive and Virtual Environments (IVE) at Adelaide University where she has developed VR and 3D models to enhance students’ spatial and analytical skills in the Construction Management program.

Dr Sisi Liu, Adelaide University

Dr Sisi Liu is an Online Course Facilitator for the Bachelor of IT and Data Analytics degree at Adelaide University Online. She has comprehensive experience in online teaching and digital learning. Courses that she has facilitated cover the areas of information processing and visualisation, programming, database modelling and systems, advanced data analytics and machine learning. Sisi is also an active researcher in the field of learning analytics, educational data mining and GenAI and has published several articles the leading journals and presented at international conferences, such as Knowledge-based Systems, Expert Systems with Applications and Australasian Society for Computers in Learning in Tertiary Education. Her current research interests include text analytics and LLM, GenAI-enhanced learning analytics, computational linguistics.

Mrs Hansani Thanippuli Kankanamalage, Adelaide University

Mrs Hansi Thanippuli Kankanamalage is an Online Course Facilitator for the Bachelor of Data Analytics degree at Adelaide University Online. Courses that she facilitates cover the areas of programming for data analytics, advanced data analytics, advanced data visualisations and mathematics for data analytics. She is pursuing a PhD in applied mathematics aiming to develop statistical models to predict satellite collision probability. Her research interests cover many areas, such as meteorology, rainfall forecasts, space sciences, and GenAI-enhanced learning analytics.

Dr Rupinderdeep Kaur, Adelaide University

Dr Rupinderdeep Kaur is an Online Course Facilitator for the Bachelor of IT and Data Analytics degree at Adelaide University Online. She received her PhD from Thapar University in 2021. She has a comprehensive experience in teaching and research. Her earlier research focused on machine learning and natural language processing and has shifted to enhancing and improving teaching and learning in the recent years. She is an active member of the Cognitive Engagement project at Adelaide University Online and is also an Adelaide University Online Teaching Squares Facilitator.

Dr Danda Li, Adelaide University

Dr Danda Liis an online course facilitator for the Bachelor of Construction Management degree at Adelaide University Online. She graduated from the University of South Australia in 2017 with a PhD in the area of sustainable rubberised concrete material and its structural application. Danda worked with the University of South Australia from 2012 and she has been involved in tutoring, lecturing and course coordinating many structural and construction management related courses. Her research is in the area of sustainable concrete material, structural behaviour of both concrete and steel/concrete composite structures.

 

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Published

28-01-2026

How to Cite

Jayasinghe, R., Liu, S., Thanippuli Kankanamalage, H., Kaur, R., & Li, D. (2026). Capturing students’ cognitive engagement using the ICAP framework: A scoping review. Learning Letters, 6, 53. https://doi.org/10.20851/ll.v6.53

Issue

Section

Special Issue on Navigating Complexity in STEM Education: Adaptive and Experiential Learning