Alexandru Capatina , Nina Jane Patel , Kiril Mitrov , Dragos Sebastian Cristea , Adrian Micu , Angela-Eliza Micu
{"title":"Elevating students’ lives through immersive learning experiences in a safe metaverse","authors":"Alexandru Capatina , Nina Jane Patel , Kiril Mitrov , Dragos Sebastian Cristea , Adrian Micu , Angela-Eliza Micu","doi":"10.1016/j.ijinfomgt.2023.102723","DOIUrl":null,"url":null,"abstract":"<div><p>Metaverse platforms devoted to educational purposes are becoming increasingly popular among educators worldwide due to the benefits they offer in elevating students’ lives. This study explores how immersive platform features, blockchain features, a safe learning environment and new learning models contribute to the educational outcomes. Emerging literature on educational Metaverse platforms has been used to develop a genuine conceptual model. The model was tested using data collected from 100 educators located in different countries from worldwide. The data were analyzed using partial least squares structural equation modeling (PLS-SEM), Random Forest and other different feature importance methods, fuzzy-set qualitative comparative analysis (fsQCA), thematic content analysis and Latent Dirichlet Allocation (LDA). The application of PLS-SEM outlines that immersive platform features and safe learning environments positively affects educational outcomes. Random Forest and feature importance methods investigate the predictive power of items included in the model, fsQCA reveals the combinations of these factors that lead to high educational outcomes, while the qualitative insights reveal the key themes emerged from educators’ perspectives on the use of Metaverse platforms. This study contributes to Metaverse literature, which is relatively understudied in the educational sector.</p></div>","PeriodicalId":48422,"journal":{"name":"International Journal of Information Management","volume":"75 ","pages":"Article 102723"},"PeriodicalIF":20.1000,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Information Management","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0268401223001044","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INFORMATION SCIENCE & LIBRARY SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
Metaverse platforms devoted to educational purposes are becoming increasingly popular among educators worldwide due to the benefits they offer in elevating students’ lives. This study explores how immersive platform features, blockchain features, a safe learning environment and new learning models contribute to the educational outcomes. Emerging literature on educational Metaverse platforms has been used to develop a genuine conceptual model. The model was tested using data collected from 100 educators located in different countries from worldwide. The data were analyzed using partial least squares structural equation modeling (PLS-SEM), Random Forest and other different feature importance methods, fuzzy-set qualitative comparative analysis (fsQCA), thematic content analysis and Latent Dirichlet Allocation (LDA). The application of PLS-SEM outlines that immersive platform features and safe learning environments positively affects educational outcomes. Random Forest and feature importance methods investigate the predictive power of items included in the model, fsQCA reveals the combinations of these factors that lead to high educational outcomes, while the qualitative insights reveal the key themes emerged from educators’ perspectives on the use of Metaverse platforms. This study contributes to Metaverse literature, which is relatively understudied in the educational sector.
期刊介绍:
The International Journal of Information Management (IJIM) is a distinguished, international, and peer-reviewed journal dedicated to providing its readers with top-notch analysis and discussions within the evolving field of information management. Key features of the journal include:
Comprehensive Coverage:
IJIM keeps readers informed with major papers, reports, and reviews.
Topical Relevance:
The journal remains current and relevant through Viewpoint articles and regular features like Research Notes, Case Studies, and a Reviews section, ensuring readers are updated on contemporary issues.
Focus on Quality:
IJIM prioritizes high-quality papers that address contemporary issues in information management.