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Exploring Student Attention in the Metaverse: A Systematic Literature Review from the Perspective of Design and Ergonomics

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Design, User Experience, and Usability (HCII 2024)

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Abstract

This study aimed to provide a comprehensive overview of distance and immersive education’s state of the art, specifically focusing on the metaverse in conjunction with ergonomics, design, educational environments, virtual reality, and attention. Conducted as a Systematic Literature Review (SLR) following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) method, the research targeted theoretical and methodological concepts, as well as methods and tools relevant to a thesis developed at the Federal University of Pernambuco. Searches were conducted across seven databases and additional sources, applying filters for peer-reviewed articles published in English, Portuguese, and Spanish in the last two decades (2003–2023). Exclusion criteria involved repeated works without focusing on key themes, research focusing on People with Disabilities (PwD), and studies exclusively addressing the metaverse. Sixteen keyword combinations were utilized, generating an initial pool of 6,161 papers. After a thorough screening, 45 studies were selected and classified into two groups. Group 1 focused on Metaverse and Virtual Reality in education. Group 2 highlighted Ergonomics in the Virtual Environment, and Metaverse applied to the social and educational context. However, the research identified a gap in scientific knowledge at the intersection of Metaverse, Attention, and Educational Environment from the perspectives of Ergonomics and Design Science Research.

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References

  • ABERGO (Brazilian Association of Ergonomics). What is Ergonomics? https://www.abergo.org.br/o-que-%C3%A9-ergonomia/. Accessed Mar 2023

  • Che Ahmad, C.N., Osman, K., Halim, L.: Physical and psychosocial aspects of the learning environment in the science laboratory and their relationship to teacher satisfaction. Learn. Environ. Res. 16(3), 367–385 (2013). https://doi.org/10.1007/s10984-013-9136-8

    Article  Google Scholar 

  • Altman, I., Wohlwill, J.F.: Behavior and the Natural Environment, 6th edn. Plenum, New York and London (1983)

    Book  Google Scholar 

  • Amemiya, T.: The potential of the metaverse to transform education and training. Brain Nerve 75(10), 1107–1113 (2023)

    Google Scholar 

  • Araújo, M.C.: O papel do ambiente construído sobre a educação: a influência sobre a atenção e a relação com o aprendizado. Thesis (Doctorate in Design) – Centro de Artes e Co-municação, Universidade Federal de Pernambuco, Recife (2020)

    Google Scholar 

  • Araújo, L.N.: A atenção dos alunos no metaverso: um estudo sobre a concepção de ambien-tes de aprendizagem no metaverso, à luz do Design e da Ergonomia. Thesis (Doctorate in Design) – Centro de Artes e Comunicação, Universidade Federal de Pernambuco, Recife (2023)

    Google Scholar 

  • Attaianese, E., Duca, G.: Human factors and ergonomic principles in building design for life and work activities: an applied methodology. Theor. Issues Ergon. Sci. 13(2), 187–202 (2012)

    Article  Google Scholar 

  • BRAZIL: Ministry of Health, Secretariat of Science, Technology and Strategic Inputs. Department of Science and Technology. S Me. [s.I: s.n.] (2012)

    Google Scholar 

  • Bale, A., Ghorpade, N., Hashim, M., Vaishnav, J., Almaspoor, Z.: A comprehensive study on metaverse and its impacts on humans. Adv. Hum. Comput. Interact., 1–11 (2022). https://doi.org/10.1155/2022/3247060

  • Böckle, M., Booler-Stewart, F., Woolsey, K.: How to design for the metaverse: a strategic design perspective. In: IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom), Kyoto, pp. 99–103 (2023). https://doi.org/10.1109/MetaCom57706.2023.00029

  • Bürdek, B.E.: História, Teoria e Prática do Design de Produtos. Tradução Freddy Van Camp. Edgard Blücher, São Paulo (2010)

    Google Scholar 

  • Chen, X., Zhong, Z., Wu, D.: Metaverse for education: technical framework and design criteria. IEEE Trans. Learn. Technol. (2023a). https://doi.org/10.1109/TLT.2023.3276760

  • Chen, X., Zou, D., Xie, H., Wang, F.L.: Metaverse in education: contributors, cooperations, and research themes. IEEE Trans. Learn. Technol., 1–18 (2023b). https://doi.org/10.1109/TLT.2023.3277952

  • Choi, H.S., Kim, S.H.: A content service deployment plan for metaverse museum exhibitions - centering on the combination of beacons and HMDs. Int. J. Inf. Manag. 37(1), 1519–1527 (2017)

    Article  Google Scholar 

  • Coomans, S., Lacerda, G.S.: PETESE, a pedagogical ergonomic tool for educational software evaluation. Procedia Manuf. 3, 5881–5888 (2015)

    Article  Google Scholar 

  • Couto, E.S., Couto, E.S., Cruz, I.d.M.P.: #Fiqueemcasa: Educação na Pandemia da Covid-19. Educação 8(3), 200–217 (2020). https://doi.org/10.17564/2316-3828.2020v8n3p200-217

  • Dahan, N.A., Al-Razgan, M., Al-Laith, A., Alsoufi, M.A., Al-Asaly, S.M., Alfakih, T.: Metaverse framework: a case study on e-learning environment (ELEM). Electronics 11(10) (2022)

    Google Scholar 

  • Damaševičius, R., Sidekersniene, T.: Designing immersive gamified experiences in the metaverse for enhanced student learning. In: International Conference on Intelligent Metaverse Technologies & Applications (iMETA), Tartu, Estonia, pp. 1–6 (2023). https://doi.org/10.1109/iMETA59369.2023.10294971

  • De Kort, Y.A.W., Ijsselsteijn, W.A.: Reality check: the role of realism in stress reduction using media technology. Cyberpsychol. Behav. 9(2), 230–233 (2006). https://doi.org/10.1089/cpb.2006.9.230

    Article  Google Scholar 

  • Dresch, A., Lacerda, D.P., Antunes Junior, J.A.V.: Design Science Research: Método de Pesquisa para Avanço da Ciência e Tecnologia. Bookman, Porto Alegre (2015). 181 p.

    Google Scholar 

  • Dzakiria, H., Mohamad, B.: Communicating effectively the lifelong blue print and its demands to improve open distance learning (ODL) ergonomics. Procedia Soc. Behav. Sci. 155, 539–546 (2014). https://doi.org/10.1016/j.sbspro.2014.10.336

    Article  Google Scholar 

  • Enrique, C., Reyes, G.: Percepción de estudiantes de bachillerato sobre el uso de Metaverse en experiencias de aprendizaje de realidad aumentada en matemáticas. Revista de Medios y Educación 58, 143–159 (2020)

    Google Scholar 

  • Ge, J.: Multiple influences of intelligent technology on network behavior of college students in the metaverse age. J. Environ. Public Health (2022). https://doi.org/10.1155/2022/2750712

    Article  Google Scholar 

  • Gil, A.C.: Como elaborar projetos de pesquisa. 6th edn. Atlas, São Paulo (2008)

    Google Scholar 

  • Guo, H., Gao, W.: Metaverse-powered experiential situational English- teaching design: an emotion-based analysis method. Front. Psychol. 13 (2022). https://doi.org/10.3389/fpsyg.2022.859159

  • Hartig, T., Evans, G.W., Jamner, L.D., Davis, D.S., Gärling, T.: Tracking restoration in natural and urban field settings. J. Environ. Psychol. 23(2), 109–123 (2003)

    Article  Google Scholar 

  • Hao, T., Lailin, H.: Educational metaverse dilemmas and solutions: a stakeholderbased perspective. In: 12th International Conference on Information Technology in Medicine and Education (ITME), Xiamen, China, pp. 714–718 (2022). https://doi.org/10.1109/ITME56794.2022.00150

  • Hedrick, E., Harper, M., Oliver, E., Hatch, D.: Teaching & learning in virtual reality: metaverse classroom exploration. In: Intermountain Engineering, Technology and Computing (IETC), OREM, UT, USA, pp. 1–5 (2022). https://doi.org/10.1109/IETC54973.2022.9796765

  • Hines, P., Netland, T.H.: Teaching a lean masterclass in the metaverse. Int. J. Lean Six Sigma (2022). https://doi.org/10.1108/IJLSS-02-2022-0035

    Article  Google Scholar 

  • Hutson, J.: Social virtual reality: neurodivergence and inclusivity in the metaverse. Societies MDPI 12(4), 1–7 (2022)

    Google Scholar 

  • Hwang, G.-J., Chien, S.-Y.: Definition, roles, and potential research issues of the metaverse in education: an artificial intelligence perspective. Comput. Educ. Artif. Intell. 3 (2022). https://doi.org/10.1016/j.caeai.2022.100082

  • Iida, I., Buarque, L.: Ergonomia: Projeto e Produção/Itiro, I.; Guimarães, L. B. M. 3 edn. Edgard Blucher, São Paulo (2016)

    Google Scholar 

  • Jeong, Y., Choi, S., Ryu, J.: Work-in-progress - design of LMS for the shared campus in metaverse learning environment. In: 8th International Conference of the Immersive Learning Research Network (iLRN), pp. 1–3 (2022). https://doi.org/10.23919/iLRN55037.2022.9815909

  • Jin, Q., Liu, Y., Yarosh, S., Han, B., Qian, F.: How will VR enter university classrooms? Multi-stakeholders investigation of VR in higher education. In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI 2022), pp. 1–17. Association for Computing Machinery, New York (2022). https://doi.org/10.1145/3491102.351754

  • Jin, Y., Tiejun, Z.: The application of Metaverse XiRang game in the mixed teaching of art and Design in Colleges and Universities. Educ. Inf. Technol. (Dordr) 1, 1–31 (2023)

    Google Scholar 

  • Jovanovic, A., Milosavljevic, A.: VoRtex metaverse platform for gamified collaborative learning. Electronics 11(3), 317 (2022)

    Article  Google Scholar 

  • Kahn, P.H., Jr., et al.: A plasma display window? The shifting baseline problem in a technologically mediated natural world. J. Environ. Psychol. 28(2), 192–199 (2008). https://doi.org/10.1016/j.jenvp.2007.10.008

    Article  Google Scholar 

  • Kastrup, V.: A aprendizagem da atenção na cognição inventiva. Psicologia Sociedade 16(3), 7–16 (2004)

    Article  Google Scholar 

  • Kaplan, S., Kaplan, R.: Cognition and Environment: Functioning in an Uncertain World. Praeger, New York (1982a)

    Google Scholar 

  • Kaplan, S., Kaplan, R.: Humanscape: Environments for People. Ulrich’s Books, Ann Arbor (1982b)

    Google Scholar 

  • Kaplan, R., Kaplan, S.: The Experience of Nature: A Psychological Perspective. Cambridge University Press, New York (1989)

    Google Scholar 

  • Kaplan, S.: The restorative benefits of nature: toward an integrative framework. J. Environ. Psychol. 5(3), 169–182 (1995)

    Article  Google Scholar 

  • Koo, H.: Training in lung cancer surgery through the metaverse, including extended reality, in the smart operating room of Seoul National University Bundang Hospital, Korea. J. Educ. Eval. Health Prof. 18(33) (2021). https://doi.org/10.3352/jeehp.2021.18.33

  • Korpela, K.M.: Place-identity as a product of environmental self-regulation. J. Environ. Psychol. 9(3), 241–256 (1989)

    Article  Google Scholar 

  • Kye, B., Han, N., Kim, E., Park, Y., Jo, S.: Educational applications of metaverse: possibilities and limitations. J. Educ. Eval. Health Prof. 18(32) (2021). https://doi.org/10.3352/jeehp.2021.18.32

  • Laumann, K., Gärling, T., Stormark, K.M.: Rating scale measures of restorative components of environments. J. Environ. Psychol. 21(1), 31–44 (2001)

    Article  Google Scholar 

  • Lima, R.F.: Compreendendo os Mecanismos Atencionais. Ciências Cognição 6 (2005)

    Google Scholar 

  • Lee, I., Sung, Y., Kim, T.: The expanding role of metaverse platform in college education. ICIC Express Lett. Part B Appl. 13 (2022)

    Google Scholar 

  • Lee, H., Hwang, Y.: Technology-enhanced education through VR-making and metaverse-linking to foster teacher readiness and sustainable learning. Sustainability 14(8), 4786 (2022). https://doi.org/10.3390/su14084786

    Article  Google Scholar 

  • Lee, N., Jo, M.: Exploring problem-based learning curricula in the metaverse: the hospitality students’ perspective. J. Hosp. Leisure Sport Tour. Educ. 32 (2023)

    Google Scholar 

  • Lima, C.L., Queiroz, E.C.S.B., Sant’anna, G.J.: A relação entre concentração e aprendizagem: o uso de TIDC para a aprendizagem do aprender. Revista Científica Multidisciplinar Núcleo do Conhecimento 5(11), 161–186 (2018)

    Google Scholar 

  • Liu, W.: A teaching design of ecological class based on immersive virtual reality spatial fusion. Front. Psychol. 13, 874101 (2022)

    Article  Google Scholar 

  • López-Belmonte, J., Pozo-Sánchez, S., Lampropoulos, G., Morenoguerrero, A.: Design and validation of a questionnaire for the evaluation of educational experiences in the metaverse in Spanish students (METAEDU). Heliyon 8(11) (2022)

    Google Scholar 

  • Lou, J., Xu, Q.: The development of positive education combined with online learning: based on theories and practices. Front. Psychol. 13 (2022). https://doi.org/10.3389/fpsyg.2022.952784

  • Mandolfo, M., Baisi, F., Lamberti, L.: How did you feel during the navigation? Influence of emotions on browsing time and interaction frequency in immersive virtual environments. Behav. Inf. Technol. 42, 1216–1229 (2022). https://doi.org/10.1080/0144929X.2022.2066570

    Article  Google Scholar 

  • Mayer, F.S., Frantz, C.M., Bruehlman-Senecal, E., Dolliver, K.: Why is nature beneficial? The role of connectedness to nature. Environ. Behav. 41(5), 607–643 (2009)

    Article  Google Scholar 

  • Mystakidis, S., Christopoulos, A.: Teacher perceptions on virtual reality escape rooms for STEM education. Information 13(3), 136 (2022). https://doi.org/10.3390/info13030136

    Article  Google Scholar 

  • Niu, M., Lo, C.H.: An investigation of material perception in virtual environments. In: Ahram, T. (ed.) AHFE 2019. AISC, vol. 973, pp. 416–426. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-20476-1_42

  • Oliveira, R.A., Almeida, T.F., Suzart, N.S.: Psicologia Ambiental E A Subjetivação Do Espaço Acadêmico: Um Relato De Experiência. In: Seminário Nacional e Seminário Internacional Políticas Públicas, Gestão e Práxis Educacional, vol. 7, no. 7 (2019)

    Google Scholar 

  • Ortega-Rodríguez, P.J.: De La Realidad Extendida al Metaverso: una Reflexión Crítica sobre las Aportaciones a La Educación. TeorÍa De La Educación. Revista Interuniversitaria 34(2), 189–208 (2022). https://doi.org/10.14201/teri.27864

  • Phillips, D., Santos, F.V., Santoso, M.: Sudden visual perturbations induce postural responses in a virtual reality environment. J. Theor. Issues Ergon. Sci. 23(1), 25–37 (2021)

    Article  Google Scholar 

  • Rahman, K.R., Shitol, S.K., Islam, M.S., Iftekhar, K.T., Saha, P.: Use of metaverse technology in education domain. J. Metaverse 3(1) (2023)

    Google Scholar 

  • Rueda, F.J.M.: Bateria Psicológica para Avaliação da Atenção – BPA. Vetor, São Paulo (2013)

    Google Scholar 

  • Ryu, H., Lee, H., Yoo, H.J.: Development of a metaverse online learning system for undergraduate nursing students: a pilot study. Nurse Educ. (2023). https://doi.org/10.1097/NNE.0000000000001509

    Article  Google Scholar 

  • Sarmento, T.F.C.S.: Modelo conceitual de ambiente de aprendizagem adequado a práticas com blended learning para escolas de ensino médio. Thesis (Doctorate in Design) – Centro de Artes e Comunicação, Universidade Federal de Pernambuco, Recife (2018)

    Google Scholar 

  • Schlemmer, E., Backes, L.: Online Education in Metaverse: Novelty or Innovation? Learning in Metaverses: Co-Existing in Real Virtuality, pp. 183–214. IGI Global (2015). https://doi.org/10.4018/978-1-4666-6351-0.ch009

  • Seiari, S., Al Kaabi, H., Al-Karaki, J.N.: Exploring immersive learning in the metaverse: a prototype for interactive virtual classroom. In: International Conference on Intelligent Metaverse Technologies & Applications (iMETA), Tartu, Estonia, pp. 1–8 (2023). https://doi.org/10.1109/iMETA59369.2023.10294515

  • Siyaev, A., Jo, G.S.: Neuro-symbolic speech understanding in aircraft maintenance metaverse. IEEE Access 9, 154484–154499 (2021)

    Article  Google Scholar 

  • Stone, N.: Human factors and education: evolution and contributions. Hum. Factors 50, 534–539 (2008). https://doi.org/10.1518/001872008X288466

    Article  Google Scholar 

  • Suh, W., Ahn, S.: Utilizing the metaverse for learner-centered constructivist education in the post-pandemic era: an analysis of elementary school students. J. Intell 10(1), 17 (2022). https://doi.org/10.3390/jintelligence10010017

    Article  Google Scholar 

  • Tamai, M., Inaba, M., Hosoi, K., Thawonmas, R., Uemura, M., Nakamura, A.: Constructing situated learning platform for Japanese language and culture in 3D metaverse. In: Second International Conference on Culture and Computing, Kyoto, Japan, pp. 189–190 (2011). https://doi.org/10.1109/Culture-Computing.2011.59

  • Tasa, U.B., Gorgulu, T.: Meta-art: art of the 3-D user-created virtual worlds. Digit. Creat. 21, 100–111 (2010)

    Article  Google Scholar 

  • Till, A., et al.: Is metaverse in education a blessing or a curse: a combined content and bibliometric analysis. Smart Learn. Environ. 9(24) (2022)

    Google Scholar 

  • Tori, R.: Educação sem distância: mídias e tecnologia na educação a distância, no ensino híbrido e na sala de aula. 3rd edn. Artesanato Educacional, São Paulo (2022)

    Google Scholar 

  • Tugtekin, U., Odabasi, H.: Do interactive learning environments have an effect on learning outcomes, cognitive load and metacognitive judgments? Educ. Inf. Technol. 27, 7019–7058 (2022). https://doi.org/10.1007/s10639-022-10912-0

  • Ulrich, R.S.: Aesthetic and affective response to natural environment. In: Altman, I., Wohlwill, J.F. (eds.) Behavior and the Natural Environment, 6th. edn., pp. 85–120. Plenum, Nova Iorque (1983)

    Google Scholar 

  • Ulrich, R.S.: View through a window may influence recovery from surgery. Science 224(4647), 420–421 (1984)

    Article  Google Scholar 

  • Ulrich, R.S., Simons, R.F., Losito, B.D., Fiorito, E., Miles, M.A., Zelson, M.: Stress recovery during exposure to natural and urban environments. J. Environ. Psychol. 11(3) (1991)

    Google Scholar 

  • Vernaza, A., Voinov, I., Ruiz, I.: Towards to an open and interoperable virtual learning environment using Metaverse at University of Panama. Technol. Appl. Electron. Teach. (TAEE), 320–325 (2012). https://doi.org/10.1109/TAEE.2012.6235458

  • Villarouco, V.: An ergonomic look at the work environment. In: Proceeding IEA 09: 17th World Congress on Ergonomics, Beijing, China (2009)

    Google Scholar 

  • Wagner, R., Piovesan, S.D., Passerino, P.D.L.M., Lima, J.: Using 3D virtual learning environments in new perspective of education. In: 12th International Conference on Information Technology Based Higher Education and Training (ITHET), pp. 1–6 (2013). https://doi.org/10.1109/ITHET.2013.6671019

  • Zahedi, M.H., Farahani, E., Peymani, K.: A virtual e-learning environment model based on metaverse. In: 10th International and the 16th National 268 Conference on E-Learning and E-Teaching (ICeLeT), Tehran, Iran, pp. 1–7 (2023). https://doi.org/10.1109/ICeLeT58996.2023.10139894

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Araújo, L., Soares, M.M. (2024). Exploring Student Attention in the Metaverse: A Systematic Literature Review from the Perspective of Design and Ergonomics. In: Marcus, A., Rosenzweig, E., Soares, M.M. (eds) Design, User Experience, and Usability. HCII 2024. Lecture Notes in Computer Science, vol 14715. Springer, Cham. https://doi.org/10.1007/978-3-031-61359-3_1

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