ArticleFrontiers in public health2026
Democratizing computational skills: evaluating an asynchronous microlearning framework for cloud-based data analytics in health services research.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Background: Public health is undergoing a digital transformation, with increasing reliance on data-driven decision-making that requires proficiency in computational tools. However, traditional curricula often emphasize theoretical knowledge over applied technical skills, contributing to gaps in workforce readiness. This study evaluated a pilot remote, asynchronous microlearning course designed to expand access to digital skills-specifically R and Google Colab-among students from historically underrepresented backgrounds within the Research Centers in Minority Institutions (RCMI) network. Methods: A three-week course, " Results: Mean objective knowledge scores increased significantly from 3.58 to 4.37 ( Conclusion: Brief, asynchronous microlearning experiences can effectively build foundational computational skills and expand access to training for students in low-resourced settings. While technical competencies can be developed within short, flexible formats, more complex skills such as scientific communication may require additional instructional time and support.
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