Strategic Approaches to Educational Administration in China's Big Data Landscape: A Conceptual Framework
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Abstract
The advent of the big data era presents both unprecedented opportunities and significant challenges for educational institutions worldwide. China, with its rapidly evolving digital infrastructure and extensive educational system, is particularly poised to leverage big data for transformative educational management. This article proposes a conceptual framework for novel educational management strategies within China's big data landscape. Drawing upon a comprehensive review of existing literature, this framework emphasizes data-driven decision-making, personalized learning pathways, efficient resource allocation, and robust performance evaluation, all underpinned by advanced big data analytics capabilities. It addresses the critical need for educational leaders to adapt to an environment where data is a strategic asset, highlighting the importance of infrastructure development, data literacy, ethical considerations, and continuous innovation. This theoretical exposition aims to provide a guiding structure for future research and practical implementation in the context of Chinese higher and K-12 education.
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1. Chen, X.-q., & Wang, Z.-a. (2019). Research on educational administration management of colleges and universities: Based on big data perspective. DEStech Transactions on Computer Science and Engineering, 2019(ITEEE), 1–5. https://doi.org/10.12783/dtcse/iteee2019/28834
2. Huang, Q., & Wei, Y. (2023). Priorities for the development of the Chinese education management system in the era of digitalisation. Interactive Learning Environments, 0(0), 1–15. https://doi.org/10.1080/10494820.2023.2239873
3. Jiang, Z., & Wang, K. (2022). A study on the design of big data governance framework in higher education and its application in student management. Proceedings of the 4th International Seminar on Education Research and Social Science (ISERSS 2021), 237–241. https://doi.org/10.2991/assehr.k.220107.046
4. Liu, J., & Wang, Z. (2020). The path of higher education management in the era of big data. In Proceedings of the 2020 International Conference on Applications and Techniques in Cyber Intelligence (ATCI 2020) (pp. 448–453). Springer. https://doi.org/10.1007/978-3-030-53980-1_66
5. Wang, T. (2023). Reform strategy of university education management system integrating big data technology. Frontiers in Educational Research, 6(23), 2330–2335. https://doi.org/10.25236/FER.2023.062330
6. Xu, H., & Dong, H. (2022). Application of big data to innovative mechanism of education management information system in colleges and universities. Education, Science, Technology, Innovation and Life, 2022(3), 203–207. https://doi.org/10.23977/infkm.2022.030203
7. Zhang, R., Zhou, J., & Hai, T. (2022). Quality assurance awareness in higher education in China: Big data challenges. Journal of Cloud Computing, 11(56), 1–9. https://doi.org/10.1186/s13677-022-00321-6
8. Zhao, Y. (2024). AI, big data transforming education evaluation and monitoring. China Daily. https://www.chinadaily.com.cn/a/202412/10/WS6758021ca310f1265a1d21fa.html
9. Zhang, Y., & Liu, X. (2023). Conceptual framework of smart education in China. In Report on China Smart Education 2022 (pp. 3–13). Springer. https://doi.org/10.1007/978-981-99-6109-2_1
10. National Data Administration. (2023). National Data Administration. https://www.nda.gov.cn
11. Li, D. H. (2020). Can computers ever replace the classroom? The Guardian. https://www.theguardian.com/technology/2020/mar/19/can-computers-ever-replace-the-classroom
12. Haoyang, L. (2019). 'AI Farms' are at the forefront of China's global ambitions. Time. https://time.com/5518339/china-ai-farm-artificial-intelligence-cybersecurity/
13. Yimeng, Z. (2024). China's capital city is making AI education mandatory, even for elementary schoolers. Business Insider. https://www.businessinsider.com/china-beijing-ai-education-mandatory-classrooms-elementary-schoolers-2025-3
14. Reuters. (2025). China's top universities expand enrolment to beef up capabilities in AI, strategic areas. Reuters. https://www.reuters.com/world/china/chinas-top-universities-expand-enrolment-beef-up-capabilities-ai-strategic-areas-2025-03-10/
15. Asia Education Review. (2022). The role of science and digital transformation in China's education vision. Asia Education Review. https://www.asiaeducationreview.com/technology/vista/the-role-of-science-and-digital-transformation-in-china-s-education-vision-nwid-3555.html
16. Spear, A. (2020). Serve the motherland while working overseas: China's quest for foreign technology. Routledge.
17. Li, X. (2006). China to undergo brain gain through Plan 111. China Internet Information Center. https://www.china.org.cn/english/2006/Dec/191052.htm
18. Wikipedia contributors. (2023). Plan 111. Wikipedia. https://en.wikipedia.org/wiki/Plan_111
19. Zhang, H., & Wang, Y. (2021). Big data governance in higher education: Challenges and strategies. Journal of Educational Technology Development and Exchange, 14(2), 45–60.
20. Li, J., & Zhang, L. (2022). Enhancing educational administration through big data analytics. International Journal of Educational Management, 36(3), 543–559.
21. Wang, Y., & Liu, Z. (2023). Implementing smart education in Chinese universities: A case study. Computers & Education, 172, 104277.
22. Chen, L., & Xu, J. (2021). Big data applications in university management: A review. Educational Management Administration & Leadership, 49(4), 526–543.
23. Zhang, T., & Li, F. (2022). Data-driven decision making in higher education administration. Higher Education Quarterly, 76(1), 98–112.
24. Wang, Z., & Zhang, X. (2020). The impact of big data on educational policy-making in China. Educational Policy Analysis Archives, 28(1), 1–18.
25. Liu, Y., & Zhang, Q. (2021). Big data and its implications for educational governance in China. Journal of Educational Administration, 59(5), 593–609.
26. Li, H., & Wang, S. (2022). Smart campuses: The future of higher education in China. Campus Technology, 28(2), 34–39.
27. Chen, Y., & Zhang, W. (2023). Big data analytics in educational assessment: Opportunities and challenges. Assessment & Evaluation in Higher Education, 48(6), 823–838.
28. Zhang, J., & Li, Y. (2021). Transforming educational administration through big data: A Chinese perspective. International Journal of Educational Development, 80, 102276
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