Speaking of Psychology
Speaking of Psychology

Beyond screen time: What makes educational technology effective, with Nicole Barnes, PhD

October 14, 2026

AI Summary

5 min read

“I thought he was playing a video game,” Dr. Nicole Barnes recalls of watching her kindergartner during remote learning in 2020. “There were just colors flying everywhere, characters he was dressing, rewards popping up on the screen.” When she told him to stop playing and get back to his math homework, he replied without skipping a beat: “Mom, this is my math homework.” That moment—a professor of educational psychology unable to tell whether her own child was learning or playing—became the seed of a new APA expert report on educational technology, which Barnes led. The report offers ten research-backed recommendations for parents, educators, and school leaders trying to navigate a landscape where flashy interfaces can easily be mistaken for genuine learning.

Beyond screen time: What the child is actually doing

The report’s first major move is to reframe the conversation away from “screen time.” Barnes acknowledges why parents and schools default to counting minutes: it’s visible and easy to measure. But for educational technology, she argues, the number alone tells you almost nothing. Twenty minutes on a screen could mean deep work through a math problem, or it could mean twenty minutes dressing a character. The same time, radically different learning outcomes.

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What you'll learn

  • 1 (03:22) **Why APA issued the EdTech report now** - Barnes traces the inspiration back to a COVID-era moment when she couldn't tell if her son was playing a video game or doing math homework.
  • 2 (05:20) **Defining educational technology** - Barnes separates edtech from general technology use and distinguishes tools designed for instruction from tools used to support learning.
  • 3 (08:36) **Moving beyond screen time** - The report recommends focusing on what screens are replacing rather than just counting minutes.
  • 4 (11:12) **How to evaluate whether an EdTech tool actually helps learning** - Barnes advises starting with the learning goal, not the tool's features or flashy appearance.
  • 5 (14:03) **The real test of learning** - The true measure isn't what happens during the app use, but what the student can do after the prompts are gone.
  • 6 (15:55) **What edtech is well-suited for — and what it's not** - Technology should only be used when it offers a real advantage for the learning task.
  • 7 (18:17) **How effective edtech differs by age** - The same tool requires very different support for a kindergartner versus a high schooler.

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Show Notes

Digital tools now help teach students everything from spelling to math to science -- but flashy features don’t always translate to learning. Nicole Barnes, PhD, executive lead psychologist for education at the American Psychological Association and lead author of a new report on children’s and adolescents’ learning with educational technology, discusses how to tell the difference between engagement and real learning; why generative AI tools call for extra caution; and what teachers offer that technology can’t replace.

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