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implementation-science

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Anfal-AR / ai-barriers-cluster-analysis

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Hierarchical cluster analysis of AI implementation barriers among K-12 educators (N=189). Person-centered approach reveals 8 distinct constraint profiles with inverse cost-skill relationship (φ=-.246). JASP for statistics, Python for visualization. Published: DOI 10.5281/zenodo.17519099

python data-visualization seaborn artificial-intelligence statistical-analysis matplotlib cluster-analysis hierarchical-clustering educational-technology chi-square-test jasp implementation-science education-research survey-research data-sceince research-portfolio k12-education published-research barriers-to-adoption teacher-development
  • Updated Dec 12, 2025
  • Python

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