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Immersive learning in virtual worlds: A two-step analysis SEM and NCA for assessing the impact of Metaverse education on knowledge retention and student collaboration

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  • Aziz, Fazeelat
  • Li, Cai
  • Khan, Asad Ullah

Abstract

The Metaverse is transforming education by providing immersive and interactive learning environments that engage students in ways traditional education cannot. Educational platforms within the Metaverse are increasingly popular among educators due to their potential to enhance student experiences and outcomes. This study examines how immersive learning experiences in the Metaverse (ILE) focusing on Knowledge Retention (KR), Collaborative Engagement (CE), Perceived Enjoyment (PE), and New Learning Models (NLM) contribute to improved educational outcomes. In particular, it aims to address these factors in Chinese students. Social Learning Theory (SLT) focuses on social interaction, modelling, and reinforcement. This study examines how the Metaverse develops those processes in the environment. The current research employs two statistical techniques: Partial Least Squares Structural Equation Modeling (PLS-SEM) and Necessary Condition Analysis (NCA) on data collected via an online survey from 453 Chinese university students. This implies that collaborative engagement (CE), in particular, and new learning models (NLM) influence knowledge retention (KR) positively. This can only demonstrate the need always to be met of integrating innovative techniques supported by technology with conventional approaches to learning. The quantitative analysis shows only the overall results based on the educators’ views on the Metaverse platforms. The present study adds to existing metaverse literature, although the topical area is relatively under-researched in education.

Suggested Citation

  • Aziz, Fazeelat & Li, Cai & Khan, Asad Ullah, 2025. "Immersive learning in virtual worlds: A two-step analysis SEM and NCA for assessing the impact of Metaverse education on knowledge retention and student collaboration," Technology in Society, Elsevier, vol. 81(C).
    • Handle: RePEc:eee:teinso:v:81:y:2025:i:c:s0160791x25000612
    DOI: 10.1016/j.techsoc.2025.102871
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    References listed on IDEAS

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    1. Timothy Scott & Wenyu Guan & Huimin Han & Xiaolei Zou & Yanzhu Chen, 2023. "The Impact of Academic Optimism, Institutional Policy and Support, and Self-Efficacy on University Instructors’ Continuous Professional Development in Mainland China," SAGE Open, , vol. 13(1), pages 21582440231, February.
    2. Gaofeng Wang & Changhoon Shin, 2022. "Influencing Factors of Usage Intention of Metaverse Education Application Platform: Empirical Evidence Based on PPM and TAM Models," Sustainability, MDPI, vol. 14(24), pages 1-21, December.
    3. Vidal-Tomás, David, 2022. "The new crypto niche: NFTs, play-to-earn, and metaverse tokens," Finance Research Letters, Elsevier, vol. 47(PB).
    4. Leyli Nouraei Yeganeh & Nicole Scarlett Fenty & Yu Chen & Amber Simpson & Mohsen Hatami, 2025. "The Future of Education: A Multi-Layered Metaverse Classroom Model for Immersive and Inclusive Learning," Future Internet, MDPI, vol. 17(2), pages 1-55, February.
    5. Eman AbuKhousa & Mohamed Sami El-Tahawy & Yacine Atif, 2023. "Envisioning Architecture of Metaverse Intensive Learning Experience (MiLEx): Career Readiness in the 21st Century and Collective Intelligence Development Scenario," Future Internet, MDPI, vol. 15(2), pages 1-20, January.
    6. D. Mladenovic & E. Ismagilova & R. Filieri & Y. Dwivedi, 2024. "MetaWOM – toward a sensory word-of-mouth (WOM) in the metaverse," Post-Print hal-04582457, HAL.
    7. Khan, Asad Ullah & Ma, Zhiqiang & Li, Mingxing & Hu, Weijun & Khan, Muhammad Naeem & Sohu, Jan Muhammad & Aziz, Fazeelat, 2024. "Beyond bookshelves, how 5/6G technology will reshape libraries: Two-stage SEM and SF-AHP analysis," Technology in Society, Elsevier, vol. 78(C).
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