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technologyreview.com·2h ago
Data Science
fast.ai Blog·Feb 16·5 min read
I Don’t Want a Learning Dashboard for My Child
TL;DR
EdTech companies often build learning dashboards that quantify student progress through metrics, assuming parents want detailed performance tracking. The authors, both ML professionals, explicitly rejected a dashboard for their homeschooled child, arguing that meaningful learning involves absorption, focus, and relationships that resist quantification.
✦ Why It Matters
Engineers building EdTech should recognize that quantifiable metrics often miss crucial learning dimensions like engagement quality and relationship-building.
Key Takeaways
- Avoid overemphasizing metrics in education.
- Encourage creative and engaging learning activities.
- Foster strong relationships between students and teachers.
- Integrate technology while maintaining human connection.
Full Summary
The author, a parent and data professional, expresses concern over the trend of quantifying children's learning through dashboards and metrics, which often leads to a fragmented educational experience. Instead of fostering a love for reading and learning, current educational practices focus on isolated skills and standardized testing, resulting in decreased engagement and creativity among students.
For instance, the percentage of 9-year-olds reading for fun daily dropped from 53% to 39% between 2012 and 2022. The article highlights the negative impact of high-stakes testing policies, such as No Child Left Behind, which prioritize assessment over meaningful teaching.
It emphasizes the importance of nurturing relationships between students and teachers, which cannot be quantified but are essential for effective learning. The author advocates for a balanced approach that combines technology with human interaction to enhance education.