Affiliation:
1. Flowers Team INRIA center at the University of Bordeaux Talence France
2. Centre Technologique Nouvelle‐Aquitaine du numérique (CATIE) Talence France
3. BPH Bordeaux Population Health University of Bordeaux Bordeaux France
4. Université Paul Valéry Montpellier 3 Montpellier France
Abstract
AbstractImmersive technologies are assumed to have many benefits for learning due to their potential positive impact on optimizing learners' cognitive load and fostering intrinsic motivation. However, despite promising results, the findings regarding the actual impact on learning remain inconclusive, raising questions about the determinants of efficacy. To address these gaps, we conducted a PRISMA systematic review to investigate the contributions and limitations of virtual reality (VR) and augmented reality (AR) in learning, specifically by examining their effects on cognitive load and intrinsic motivations. Through the application of an analytical grid, we systematically classified the impact of VR/AR on the causal relationship between learning performance (ie, objective learning improvement) and cognitive load or motivation, while respecting the fundamental assumptions of the main theories related to these factors. Analysing 36 studies, the findings reveal that VR, often causing extraneous load, hinders learning, particularly among novices. In contrast, AR optimizes cognitive load, proving beneficial for novice learners but demonstrating less effectiveness for intermediate learners. The effects on intrinsic motivation remain inconclusive, likely due to variations in measurement methods. The review underscores the need for detailed, sophisticated evaluations and comprehensive frameworks that consider both cognitive load and intrinsic motivation to improve understanding of the impact of immersive technologies on learning.
Practitioner notesWhat is know
Virtual and augmented reality show promise for education, but findings are inconsistent.
Existing studies suggest that augmented reality optimizes learners' cognitive load.
The literature often asserts that VR and AR are expected to enhance learning motivation.
Adding
VR introduces unnecessary cognitive load, while AR proves effective for learning performance and cognitive load, particularly for novice learners.
The impact of AR and VR on motivation to learn is unclear.
Our analytical grid offers a comprehensive framework for assessing the effects of AR and VR on learning outcomes.
Implications
AR is more suitable than VR for education concerning cognitive load.
The cost/benefit balance of VR should be carefully considered before implementation, especially for novice learners.
Rigorous studies on motivation to learn in AR and VR contexts are essential.
Funder
Association Nationale de la Recherche et de la Technologie