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Knowledge Transfer Happen in Virtual Simulation Experiment Teaching: A Factor Study Based on Educational Experiment

Published: 31 January 2024 Publication History

Abstract

The factors influencing the effect of virtual simulation experimental teaching on students' knowledge transfer are multidimensional, and the effect of virtual simulation experimental teaching on students' knowledge transfer varies depending on different factors. In order to study the influencing factors of virtual simulation experiment teaching on students' knowledge transfer effect, this article establishes a research model based on knowledge transfer and immersive learning theory. 52 learners who participated in virtual simulation experimental teaching were used as the research objects to analyze the factors influencing the effect of virtual simulation experimental teaching on students' knowledge transfer through structural equation modeling. Results indicated that immersion as a technical characteristic of virtual simulation positively influences students' presence and intrinsic motivation, and presence positively affects knowledge transfer; virtual simulation experimental learning supports positively influence students' knowledge structure and self-regulation, and self-regulation positively affects knowledge transfer effects. However, this article also found unexpected results that intrinsic motivation and knowledge structure did not have a positive effect on knowledge transfer. The findings can provide useful references for future educators to design virtual simulation experimental teaching, thus promoting the effect of knowledge transfer.
CCS CONCEPTS • Applied computing∼Computer-assisted instruction

References

[1]
GILBERT M, CORDEY-HAYES M. Understanding the process of knowledge transfer to achieve successful technological innovation[J]. Technovation, 1996, 16(6): 301-312.
[2]
BROWN J S, COLLINS A, DUGUID P. Situated Cognition and the Culture of Learning[J]. Educational Researcher, 1989, 18(1): 32-42.
[3]
HAJIAN S. Transfer of Learning and Teaching: A Review of Transfer Theories and Effective Instructional Practices[J]. IAFOR Journal of Education, 2019, 7(1): 93-111.
[4]
Bing Y, Liu L, Xiaogang Z, Factors influencing student behavioral intention to use Corporate Operation Virtual Simulation Training System [J]. Chinese Journal of Distance Education, 2019(5): 26-36+92.
[5]
KRAJČOVIČ M, GABAJOVÁ G, MATYS M, 3D Interactive Learning Environment as a Tool for Knowledge Transfer and Retention[J]. Sustainability, 2021, 13(14): 7916.
[6]
ZARAGOZA-GARCÍA I, ORTUÑO-SORIANO I, POSADA-MORENO P, Virtual Simulation for Last-Year Nursing Graduate Students in Times of Covid-19: A Quasi-Experimental Study[J]. Clinical Simulation in Nursing, 2021, 60: 32-41.
[7]
PARONG J, MAYER R E. Cognitive and affective processes for learning science in immersive virtual reality[J]. Journal of Computer Assisted Learning, 2021, 37(1): 226-241.
[8]
ZHANG M, WEN F, LIU J B. Connotation and characteristics of high quality virtual simulation experiment teaching course[J]. Experimental Technology and Management, 2022, 39(3): 1-4.
[9]
CUMMINGS J J, BAILENSON J N. How Immersive Is Enough? A Meta-Analysis of the Effect of Immersive Technology on User Presence[J]. Media Psychology, 2016, 19(2): 272-309.
[10]
HAYWOOD N, CAIRNS P. Engagement with an Interactive Museum Exhibit[M]//People and Computers XIX — The Bigger Picture. Springer, London, 2006: 113-129[2023-04-26]. https://linkspringer.53yu.com/chapter/10.1007/1-84628-249-7_8.
[11]
AMABILE T M, HILL K G, HENNESSEY B A, The Work Preference Inventory: Assessing intrinsic and extrinsic motivational orientations[J]. Journal of Personality and Social Psychology, 1994, 66: 950-967.
[12]
CONKLIN J. Review of A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom's Taxonomy of Educational Objectives Complete Edition[J]. Educational Horizons, 2005, 83(3): 154-159.
[13]
MAYER R E. Rote Versus Meaningful Learning[J]. Theory Into Practice, 2002, 41(4): 226-232.
[14]
LI X, SHEN X L, HUANG X, An Empirical Study on Visual Spatial Cues of lmmersive VR for Promoting Procedural Knowledge Learning [J]. e-Education Research, 2019, 40(12): 64-71.
[15]
DUER Z, PIILONEN L, GLASSON G. Belle2VR: A Virtual-Reality Visualization of Subatomic Particle Physics in the Belle II Experiment[J]. IEEE Computer Graphics and Applications, 2018, 38(3): 33-43.
[16]
MAKRANSKY G, LILLEHOLT L, AABY A. Development and validation of the Multimodal Presence Scale for virtual reality environments: A confirmatory factor analysis and item response theory approach[J]. Computers in Human Behavior, 2017, 72: 276-285.
[17]
KANG Y G, SONG H D, YUN H, The effect of virtual reality media characteristics on flow and learning transfer in job training: The moderating effect of presence[J]. Journal of Computer Assisted Learning, 2022, 38(6): 1674-1685.
[18]
TANG Q, WANG Y, LIU H, Experiencing an art education program through immersive virtual reality or iPad: Examining the mediating effects of sense of presence and extraneous cognitive load on enjoyment, attention, and retention[J]. Frontiers in Psychology, 2022, 13: 957037.
[19]
JENSEN L, KONRADSEN F. A review of the use of virtual reality head-mounted displays in education and training[J]. Education and Information Technologies, 2018, 23(4): 1515-1529.
[20]
HUANG H, LIAW S. Applying Situated Learning in a Virtual Reality System to Enhance Learning Motivation[J]. International Journal of Information and Education Technology, 2011: 298-302.
[21]
MAKRANSKY G, PETERSEN G B. The Cognitive Affective Model of Immersive Learning (CAMIL): a Theoretical Research-Based Model of Learning in Immersive Virtual Reality[J]. Educational Psychology Review, 2021, 33(3): 937-958.
[22]
CHIANG D H, HUANG C C, CHENG S C, Immersive virtual reality (VR) training increases the self-efficacy of in-hospital healthcare providers and patient families regarding tracheostomy-related knowledge and care skills: A prospective pre–post study[J]. Medicine, 2022, 101(2).
[23]
KUNCEL N R, HEZLETT S A, ONES D S. A comprehensive meta-analysis of the predictive validity of the Graduate Record Examinations: Implications for graduate student selection and performance[J]. Psychological Bulletin, 2001, 127: 162-181.
[24]
The Cambridge handbook of multimedia learning[M]. Cambridge university press, 2005.
[25]
MAO W, SHENG Q L. Richard E. Mayer's View of the Ten Multimedia lnstructional Principles: Achieving Meaningful Learning Through Media Technologies [J]. Modern Distance Education Research, 2017(1): 26-35.
[26]
MEYER O A, OMDAHL M K, MAKRANSKY G. Investigating the effect of pre-training when learning through immersive virtual reality and video: A media and methods experiment[J]. Computers & Education, 2019, 140: 103603.
[27]
LI W, FENG Q, ZHU X, Effect of summarizing scaffolding and textual cues on learning performance, mental model, and cognitive load in a virtual reality environment: An experimental study[J]. Computers & Education, 2023, 200: 104793.
[28]
ZIMMERMAN B J. Theories of Self-Regulated Learning and Academic Achievement: An Overview and Analysis[M]//Self-Regulated Learning and Academic Achievement. 2. Routledge, 2001.
[29]
MAKRANSKY G, WISMER P, MAYER R E. A gender matching effect in learning with pedagogical agents in an immersive virtual reality science simulation[J]. Journal of Computer Assisted Learning, 2019, 35(3): 349-358.
[30]
MAKRANSKY G, TERKILDSEN T S, MAYER R E. Adding immersive virtual reality to a science lab simulation causes more presence but less learning[J]. Learning and Instruction, 2019, 60: 225-236.
[31]
DALGARNO B, HEDBERG J, HARPER B. The contribution of 3D environments to conceptual understanding[J]. Faculty of Education - Papers (Archive), 2002: 149-158.
[32]
SCHUBERT T, FRIEDMANN F, REGENBRECHT H. The Experience of Presence: Factor Analytic Insights[J]. Presence: Teleoperators and Virtual Environments, 2001, 10(3): 266-281.
[33]
AI-LIM LEE E, WONG K W, FUNG C C. How does desktop virtual reality enhance learning outcomes? A structural equation modeling approach[J]. Computers & Education, 2010, 55(4): 1424-1442.
[34]
MCAULEY E, DUNCAN T, TAMMEN V V. Psychometric Properties of the Intrinsic Motivation Inventory in a Competitive Sport Setting: A Confirmatory Factor Analysis[J]. Research Quarterly for Exercise and Sport, 1989, 60(1): 48-58.
[35]
YANG T C, CHEN M C, CHEN S Y. The influences of self-regulated learning support and prior knowledge on improving learning performance[J]. Computers & Education, 2018, 126: 37-52.
[36]
VOGT A, BABEL F, HOCK P, Prompting in-depth learning in immersive virtual reality: Impact of an elaboration prompt on developing a mental model[J]. Computers & Education, 2021, 171: 104235.
[37]
DÖRRENBÄCHER L, PERELS F. Self-regulated learning profiles in college students: Their relationship to achievement, personality, and the effectiveness of an intervention to foster self-regulated learning[J]. Learning and Individual Differences, 2016, 51: 229-241.
[38]
BARNARD L, LAN W Y, TO Y M, Measuring self-regulation in online and blended learning environments[J]. The Internet and Higher Education, 2009, 12(1): 1-6.
[39]
FORNELL C, LARCKER D F. Evaluating Structural Equation Models with Unobservable Variables and Measurement Error[J]. Journal of Marketing Research, 1981, 18(1): 39-50.
[40]
HAIR J. Multivariate Data Analysis[J]. Faculty and Research Publications, 2009. https://digitalcommons.kennesaw.edu/facpubs/2925.
[41]
Ketut Agustini, I Made Putrama, Dessy Seri Wahyuni, and I Nengah Eka Mertayasa. Applying Gamification Technique and Virtual Reality for Prehistoric Learning toward the Metaverse[J]. International Journal of Information and Education Technology, 2023, 13(2): 247-256.
[42]
MERCHANT Z, GOETZ E T, CIFUENTES L, Effectiveness of virtual reality-based instruction on students’ learning outcomes in K-12 and higher education: A meta-analysis[J]. Computers & Education, 2014, 70: 29-40.
[43]
ZHANG X T, LU J L, Yuan SU Balance Design of lmmersion and Comfort in Virtual Reality Technology[J]. Packaging Engineering, 2021, 42(12): 91-97.
[44]
Pingping Wen, Ahmad Zamzuri Mohamad Ali, and Fei Lu. Examining the User Experience of a Digital Camera Virtual Reality Lab with Attention Guidance[J]. International Journal of Information and Education Technology, 2022, 12(8): 696-703.
[45]
MORENO R, MAYER R. Interactive Multimodal Learning Environments[J]. Educational Psychology Review, 2007, 19(3): 309-326.
[46]
BANGERT-DROWNS R L, KULIK C L C, KULIK J A, The Instructional Effect of Feedback in Test-Like Events[J]. Review of Educational Research, 1991, 61(2): 213-238.
[47]
JOHNSON-GLENBERG M C. The Necessary Nine: Design Principles for Embodied VR and Active Stem Education[M]//DÍAZ P, IOANNOU A, BHAGAT K K, Learning in a Digital World: Perspective on Interactive Technologies for Formal and Informal Education. Singapore: Springer, 2019: 83-112[2023-05-19]. https://doi.org/10.1007/978-981-13-8265-9_5.

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            ICETM '23: Proceedings of the 2023 6th International Conference on Educational Technology Management
            November 2023
            281 pages
            ISBN:9798400716676
            DOI:10.1145/3637907
            Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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            Published: 31 January 2024

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            Author Tags

            1. influencing factors
            2. knowledge transform
            3. virtual reality
            4. virtual simulation experiment

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            • Guangdong Province?s Key Laboratory of Intelligent Education

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            ICETM 2023

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