“When we’re talking about artificial intelligence, virtual reality or anything involving ed tech tools, we really want to have some control over a few things,” she said. “The e-bike is a great example, because if I'm working on policy, I can take some steps back if I need to slow down. I can turn in a different direction and pivot if I need to. If I need to pull in new stakeholders, I can do that. When humans are not in control, it’s a little more difficult if we just let things out into the atmosphere.”
Research Touts the Benefits of Analog Skills
Bollinger said schools must protect core instructional practices while also preparing students for a rapidly changing workforce that demands digital literacy, artificial intelligence (AI) fluency and human-centered skills. She presented two pieces of research to support this case, focused on handwriting and mathematics.
In the post-pandemic educational landscape, where students complete much of their work on devices, handwriting competency has declined, she said. She cited research that shows there are cognitive benefits to getting students off devices and improving their handwriting.
“It’s such a complex task that involves not just fine motor control but also visual perception and sustained attention,” she said. “The more time they spend doing some handwriting, that the more focused they can be. Handwriting is a foundational predictor of overall academic success and school competency.”
DISCOVER: AI has the power to transform learning in K–12 schools.
She cited a 2020 study that determined cursive handwriting produces more widespread connectivity than typing, promoting deeper cognitive processing and better recall.
“The overall implication of all of this is that digital literacy must be balanced with foundational tactile learning to maximize cognitive potential,” Bollinger said.
She then told a story about visiting a mathematics classroom where students were working individually on screens for 90 minutes, which she found alarming.
“I think about all of the missed opportunities that are happening by just putting kids on devices,” she said. Technology is vital in math for assessments, simulations and other problem-solving applications, but it “should amplify mathematical thinking, but not become a substitute for mathematical reasoning,” she said.
Early math research from the National Research Council reinforces this, she said. Developing strong number sense and geometry understanding before age 6 correlates with long-term success and computational thinking. For Bollinger, that means digital tools must come after conceptual foundations are secure, not as a shortcut to them.
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