ERIC Number: EJ1483404
Record Type: Journal
Publication Date: 2025
Pages: 23
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-2147-0901
EISSN: EISSN-2564-8020
Available Date: 0000-00-00
Cluster-Informed Policy Design for School Administrators in Vietnam: A Data-Driven Perspective on Digital Readiness
Educational Process: International Journal, v16 Article e2025291 2025
Background/purpose: Digital transformation in education is a key factor in improving the quality of teaching and school management. However, readiness for digital transformation is not solely a matter for teachers-- it is also a critical concern for school managers. This study employs cluster analysis to assess the digital transformation readiness of school managers. Materials/methods: Based on responses from 264 participants who are managers of general education schools in Vietnam, the study applies unsupervised machine learning for clustering. Results: The results indicate that managers in more favorable areas are generally more prepared for digital transformation than those in less advantaged regions. Awareness of digital transformation, confidence in using technology, and perceived usefulness of technology are significant determinants of readiness. Conclusion: By uncovering readiness profiles, the findings offer direct implications for differentiated policy design, targeted investment, and leadership training. The study proposes a cluster-informed approach to digital education reform, supporting evidence-based decision-making by policymakers and educational leaders.
Descriptors: Foreign Countries, Administrators, School Administration, Readiness, Technology Integration, Technology Uses in Education
UNIVERSITEPARK Limited. iTOWER Plaza (No61, 9th floor) Merkez Mh Akar Cd No3, Sisli, Istanbul, Turkey 34382. e-mail: editor@edupij.com; Web site: http://www.edupij.com/
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Vietnam
Grant or Contract Numbers: N/A
Author Affiliations: N/A

Peer reviewed
