面向可持续未来的智慧教育:在基于可持续发展的学习中整合物联网和大数据

Q1 Economics, Econometrics and Finance
Khaerudin , Marini Arita , Rezeqi Hardam Saputro , Asep Marfu
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引用次数: 0

摘要

物联网与大数据在教育中的融合,显著提高了数字学习效果和学生的数字素养。本研究使用PLS-SEM分析的定量方法考察了他们对印尼大学生可持续发展意识的影响。研究结果证实,物联网和大数据对数字学习效率和数字素养产生了积极影响。此外,数字化学习有效性增强了可持续发展意识,并在物联网、大数据和可持续发展意识之间起到中介作用。然而,数字素养本身并不能直接影响可持续发展意识,也不能调节物联网和大数据的影响。这些发现突出了将可持续发展主题纳入数字教育框架的重要性。虽然技术改善了学习经验,但只有当可持续性概念明确纳入课程时,可持续性意识才会增强。因此,政策制定者和教育工作者应将重点放在课程开发、教师培训和公平的技术基础设施上,以最大限度地发挥数字教育的效益。本研究通过提供关于教育数字化转型如何支持可持续发展目标(sdg)的实证见解,为技术促进学习的文献做出了贡献。具体来说,它通过促进有效的数字化学习与可持续发展目标4(优质教育)相一致,通过强调可持续发展教育与可持续发展目标13(气候行动)相一致。加强发展中国家的数字教育战略可以推动可持续发展,确保技术进步有助于提高环境意识和实现长期可持续发展目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Smart education for a sustainable future: Integrating IoT and big data in sustainability-based learning
The integration of IoT and Big Data in education has significantly improved digital learning effectiveness and students’ digital literacy. This study examines their impact on sustainability awareness among university students in Indonesia using a quantitative approach with PLS-SEM analysis. The results confirm that IoT and Big Data positively influence digital learning effectiveness and digital literacy. Moreover, digital learning effectiveness enhances sustainability awareness and mediates the relationship between IoT, Big Data, and sustainability awareness. However, digital literacy alone does not directly impact sustainability awareness, nor does it mediate the effects of IoT and Big Data. These findings highlight the importance of embedding sustainability topics into digital education frameworks. While technology improves learning experiences, sustainability awareness only increases when sustainability concepts are explicitly integrated into curricula. Therefore, policymakers and educators should focus on curriculum development, teacher training, and equitable technological infrastructure to maximize the benefits of digital education. This study contributes to the literature on technology-enhanced learning by providing empirical insights into how digital transformation in education supports the Sustainable Development Goals (SDGs). Specifically, it aligns with SDG 4 (Quality Education) by promoting effective digital learning and SDG 13 (Climate Action) by emphasizing sustainability education. Strengthening digital education strategies in developing countries can drive sustainable development, ensuring that technological advancements contribute to environmental awareness and long-term sustainability goals.
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来源期刊
Journal of Open Innovation: Technology, Market, and Complexity
Journal of Open Innovation: Technology, Market, and Complexity Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
11.00
自引率
0.00%
发文量
196
审稿时长
1 day
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