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Unlocking Augmented Reality Learning Design Based on Evidence From Empirical Cognitive Load Studies—A Systematic Literature Review

Bibliographic Data

ID21499101
AuthorsJana Gonnermann‐Müller (0000-0002-0313-3779, Chair of Business Informatics, Processes and Systems, University of Potsdam Potsdam Germany, corresponding author), Jule M Krüger (0000-0002-1141-8803, Chair for Digital Education, University of Potsdam Potsdam Germany)
Year2025
Volume41
Issue1
Publication date2025-02-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Computer Assisted Learning (JOURNAL)
Journal identifiersISSN: 0266-4909 • E-ISSN: 1365-2729
PublisherWiley (PUBLISHER • GB)
DOI10.1111/jcal.13095
OpenAlexW4404981214
LanguageEN
Citations received6
References cited89

Augmented reality · Cognition · Cognitive Load · Cognitive psychology · Empirical evidence · Empirical research · Human–computer interaction · Management science · Systematic review · Augmented Reality Applications · Computer Science · Engineering · Mobile Learning in Education · Psychology · Social Psychology · Virtual Reality Applications and Impacts · Artificial Intelligence

  • Build_PC

    Open Access•Santiago Criollo-C, Andrea Guerrero-Arias et al.•Human Behavior and Emerging…•2026

  • Procedural Learning in Mixed Reality

    Open Access•Ghislain Mugisha, Amaël Arguel•Education Sciences•2025

  • Enhancing Informal Education Through Augmented Reality

    Open Access•Stephanie Moser, Miriam Lechner et al.•Education Sciences•2026

  • Exploring the role of conceptual knowledge and representational competence in an augmented reality physics environment

    Open Access•Kozlova Zoya, Peter A Edelsbrunner et al.•Computers & Education•2026

  • Investigating the Modality and Signalling Principles in Immersive Augmented Reality Learning Environments

    Open Access•Rabea Bödding, Günter W Maier•Journal of Computer Assisted…•2026

  • No News Is Good News Testing Modality and Redundancy in Immersive Augmented Reality

    Open Access•Vito Candido, Franz Lam et al.•Journal of Computer Assisted…•2026

  • Meta-analysis of the impact of Augmented Reality on students’ learning gains

    Open Access•Juan Garzón, Juan Acevedo•Educational Research Review•2019

  • Development of an instrument for measuring different types of cognitive load

    Open Access•Jimmie Leppink, Fred Paas et al.•Behavior Research Methods•2013

  • Cognitive Architecture and Instructional Design

    Open Access•John Sweller, Jeroen J G Van Merriënboer et al.•Educational Psychology Review•2019

  • Measurement of Cognitive Load in Instructional Research

    Open Access•Fred Paas, Fred G W C Paas et al.•Perceptual and Motor Skills•1994

  • Will media influence learning? Reframing the debate

    Open Access•Róbert Kozma, Robert B Kozma•Educational Technology Research…•1994

  • The Past, Present, and Future of the Cognitive Theory of Multimedia Learning

    Open Access•Richard E Mayer•Educational Psychology Review•2024

  • Development and Validation of Two Instruments Measuring Intrinsic, Extraneous, and Germane Cognitive Load

    Open Access•Melina Klepsch, Florian Schmitz et al.•Frontiers in Psychology•2017

  • Reconsidering Research on Learning from Media

    Open Access•Richard E Clark•Review of Educational Research•1983

  • Thirty years of research on online learning

    Open Access•Richard E Mayer•Applied Cognitive Psychology•2019

  • A Survey of Augmented Reality

    Ronald T Azuma•PRESENCE Virtual and Augmented…•1997

  • Making an Effort Versus Experiencing Load

    Open Access•Melina Klepsch, Tina Seufert•Frontiers in Education•2021

  • Signaling in 360° Desktop Virtual Reality Influences Learning Outcome and Cognitive Load

    Open Access•Patrick Albus, Tina Seufert•Frontiers in Education•2022

  • Retracted Article

    Yu Zhonggen•Interactive Learning Environments•2024

  • The effect of presentation position and multichannel approach on learning performance in the use of an augmented reality–head worn display interface for train-driving training

    Dongyu Yu, Xing Yao et al.•Interactive Learning Environments•2022

  • Effects of augmented reality on learning and cognitive load in university physics laboratory courses

    Open Access•Michael Thees, Sebastian Kapp et al.•Computers in Human Behavior•2020

  • What is XR? Towards a Framework for Augmented and Virtual Reality

    Open Access•Philipp A Rauschnabel, Reto Felix et al.•Computers in Human Behavior•2022

  • Ten years of augmented reality in education

    Open Access•Hsin-Yi Chang, Theerapong Binali et al.•Computers & Education•2022

  • Media comparison studies dominate comparative research on augmented reality in education

    Open Access•Josef Buchner, Michael Kerres•Computers & Education•2023

  • Signaling in virtual reality influences learning outcome and cognitive load

    Open Access•Patrick Albus, Andrea Vogt et al.•Computers & Education•2021

  • Measuring cognitive load in augmented reality with physiological methods

    Open Access•Yuko Suzuki, Fridolin Wild et al.•Journal of Computer Assisted…•2024

  • The impact of augmented reality on cognitive load and performance

    Open Access•Josef Buchner, Katja Buntins et al.•Journal of Computer Assisted…•2022

  • The modality effect reverses in a virtual reality learning environment and influences cognitive load

    Open Access•Patrick Albus, Tina Seufert•Instructional Science•2023

  • The use of augmented reality to foster conceptual knowledge acquisition in STEM laboratory courses—Theoretical background and empirical results

    Open Access•Kristin Altmeyer, Sebastian Kapp et al.•British Journal of Educational…•2020

  • Student perceptions towards the usage of AR-supported STEMUP application in mobile courses development and its implementation into English learning

    Open Access•Huang-Yao Lin, Shu-Chiao Tsai et al.•Australasian Journal of…•2021

Unique citing works6
Citations per year6
Citation span2025 - 2026 (2)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 6

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