Research Analysis
Understanding Education Practitioners' Attitudes toward Basic Education Integration in the Guangdong-Hong Kong-Macao Greater Bay Area: A K-means Clustering Study
Yun Hu, Jinan University, Guangzhou, Guangdong, China
Published: December 2025, ICCSMT 2025
Executive Impact Snapshot
Key quantitative insights from the study, highlighting core findings relevant for strategic decision-making in educational policy and implementation.
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Optimal Clusters Identified
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Silhouette Coefficient
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Largest Group: Rational Balancers
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Total Downloads
Deep Analysis & Enterprise Applications
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Your AI Implementation Roadmap
A phased approach to integrating AI and data analytics into your educational or organizational strategy, from initial assessment to full-scale deployment and continuous optimization.
Phase 1: Discovery & Strategy
Conduct a comprehensive assessment of current processes, identify key integration challenges and opportunities, and define strategic objectives for data-driven educational initiatives in the GBA context.
Phase 2: Pilot & Development
Develop and implement pilot programs focusing on specific attitude groups. Design collaborative frameworks and resource-sharing platforms. Collect initial feedback to refine approaches.
Phase 3: Scale & Optimize
Expand successful pilot initiatives across the wider practitioner base. Establish robust evaluation mechanisms and feedback loops to ensure continuous improvement and adaptation to evolving needs, fostering sustainable integration.
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