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Teachers’ Resilience Scale for Sustainability Enabled by ICT/Metaverse Learning Technologies: Factorial Structure, Reliability, and Validation

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  • Vassilios Makrakis

    (School of Education and Social Sciences, Frederick University, Nicosia 1036, Cyprus
    Department of Primary Education, University of Crete, Gallos University Campus, 74100 Rethymnon, Greece)

Abstract

A significant trend in education is the increasing recognition of the need to shift from transmissive teaching to incorporating reflexive practices associated with real-life issues in learning, curriculum, and teaching. Merging Information and Communication Technologies (ICTs) and Metaverse learning technologies in Education for Sustainability (ICT/MeEfS) is critical in responding to current sustainability crises such as climate change. This research article focuses on the factorial structure, reliability, and validity of a teachers’ ICT/MeEfS resilience scale. It examines the predictive value of teacher self-efficacy and transformative teaching beliefs in merging ICTs and education for sustainability. The respondents were 1815 in-service teachers in Indonesia, Malaysia, and Vietnam. The principal component analysis showed a two-factor model (factor 1: “personal ICT/MeEfS resilience” and factor 2: “reflexive practice”), with a significant amount of extracted variance (68.26%). The overall Cronbach’s alpha reliability analysis of the teachers’ resilience scale enabled by ICT/MeEfS was 0.90, indicating a high score and excellent internal consistency. Similarly, the stepwise multiple regression analysis revealed that the two hypothesized predictors, teacher self-efficacy and transformative teaching beliefs, significantly contributed to teachers’ ICT/MeEfS resilience, explaining 73% of its variability. The implications of the research results are discussed in terms of research and in developing the capacity of teachers to embed sustainability issues and SDGs in teaching practices, learning environments, and course curricula enabled by ICTs and Metaverse learning technologies.

Suggested Citation

  • Vassilios Makrakis, 2024. "Teachers’ Resilience Scale for Sustainability Enabled by ICT/Metaverse Learning Technologies: Factorial Structure, Reliability, and Validation," Sustainability, MDPI, vol. 16(17), pages 1-12, September.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:17:p:7679-:d:1471232
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    References listed on IDEAS

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    1. Christina Marouli, 2021. "Sustainability Education for the Future? Challenges and Implications for Education and Pedagogy in the 21st Century," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    2. Paul Garzon & Esteban Inga, 2023. "Advancing Primary Education through Active Teaching Methods and ICT for Increasing Knowledge," Sustainability, MDPI, vol. 15(12), pages 1-14, June.
    3. Ajay Khatter, 2023. "Challenges and Solutions for Environmental Sustainability in the Hospitality Sector," Sustainability, MDPI, vol. 15(15), pages 1-10, July.
    4. Cunpu Li & Xuetong Zhang & Jing He, 2023. "Impact of Climate Change on Inflation in 26 Selected Countries," Sustainability, MDPI, vol. 15(17), pages 1-22, August.
    5. Myo Myo Khine & Uma Langkulsen, 2023. "The Implications of Climate Change on Health among Vulnerable Populations in South Africa: A Systematic Review," IJERPH, MDPI, vol. 20(4), pages 1-19, February.
    6. Tun Zaw Oo & Anita Habók & Krisztián Józsa, 2023. "Empowering Educators to Sustain Reflective Teaching Practices: The Validation of Instruments," Sustainability, MDPI, vol. 15(9), pages 1-24, May.
    7. Jaekyu Lee & Yeichang Kim, 2023. "Sustainable Educational Metaverse Content and System Based on Deep Learning for Enhancing Learner Immersion," Sustainability, MDPI, vol. 15(16), pages 1-17, August.
    8. Asad Asadzadeh & Amir Reza Khavarian-Garmsir & Ayyoob Sharifi & Pourya Salehi & Theo Kötter, 2022. "Transformative Resilience: An Overview of Its Structure, Evolution, and Trends," Sustainability, MDPI, vol. 14(22), pages 1-21, November.
    9. Walter Leal Filho & Muniyandi Balasubramanian & Roberto Ariel Abeldaño Zuñiga & Javier Sierra, 2023. "The Effects of Climate Change on Children’s Education Attainment," Sustainability, MDPI, vol. 15(7), pages 1-12, April.
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