Unpacking the Backpack

Data-Enhanced, Not Data-Driven

17 min · 29 de mar de 2026
Portada del episodio Data-Enhanced, Not Data-Driven

Descripción

This episode explores the transition from being data-driven to becoming data-enhanced, emphasizing that professional judgment and empathy should always guide the use of evidence. It highlights six practical strategies, including real-time formative feedback loops, the integration of adaptive tool data, and the use of AI as a pedagogical force multiplier. (read more HERE [https://esheninger.blogspot.com/2026/01/the-force-multiplier-ai-assisted.html]). By focusing on student-owned data and qualitative "experience data," educators can shift from passive compliance to a culture of active learning agency. The discussion concludes by illustrating how these methods build collective efficacy and ensure that learning effectively meets the needs of every student.

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episode Data-Enhanced, Not Data-Driven artwork

Data-Enhanced, Not Data-Driven

This episode explores the transition from being data-driven to becoming data-enhanced, emphasizing that professional judgment and empathy should always guide the use of evidence. It highlights six practical strategies, including real-time formative feedback loops, the integration of adaptive tool data, and the use of AI as a pedagogical force multiplier. (read more HERE [https://esheninger.blogspot.com/2026/01/the-force-multiplier-ai-assisted.html]). By focusing on student-owned data and qualitative "experience data," educators can shift from passive compliance to a culture of active learning agency. The discussion concludes by illustrating how these methods build collective efficacy and ensure that learning effectively meets the needs of every student.

29 de mar de 202617 min