By “GMT.Live” Reading time: 6 minutes

“Ed tech is profitable. It is also mostly useless.”

That was the sharp, provocative headline from The Economist recently (Jan 22, 2026). It’s a statement that stings, cutting through the hype of the last decade, but it surfaces an uncomfortable question that many parents have been asking quietly for years:

If screens, apps, gamified quizzes, and “AI tutors” are everywhere… why are learning gains so often modest?

We are living through a paradox. We have more educational tools at our fingertips than at any point in history. We were promised that access to information would automatically equate to access to education. Yet, we aren’t seeing a corresponding boom in actual learning outcomes or critical thinking skills.

Here is what the evidence actually says about the limits of software—and the enduring, irreplaceable power of human teaching.

1. The Uncomfortable Truth: “More Tech” ≠ “More Learning”

1. The Uncomfortable Truth: “More Tech” ≠ “More Learning”

It feels intuitive that giving a child a tablet with a state-of-the-art learning app should help them learn. But mounting evidence now suggests something more troubling: beyond light, targeted use, greater reliance on education apps often leads to worse academic outcomes.

The Economist recently put it bluntly: “Ed tech is profitable. It is also mostly useless.” In reviewing global data, they highlighted that learning results frequently stagnate — and in many cases decline — as app usage increases.

The OECD Evidence:
Large international datasets consistently show an inverted-U pattern. Limited technology use can support learning, but students who use computers and educational software most intensively tend to perform significantly worse in reading, math, and science — even after controlling for income, school funding, and demographics.

The UNESCO Warning:
 While some tools show small short-term gains, many studies fail to separate technology from extra teacher support or funding that accompanied it. UNESCO also cautions that commercial influence often inflates claims of “breakthrough” impact when the real effects are marginal — or nonexistent.

Recent Meta-Analyses Echo This:
Across more than 100 studies of literacy and learning apps, most tools show minimal or no improvement, and some actively harm learning outcomes by encouraging surface-level engagement rather than deep understanding.

The takeaway for parents:
Most EdTech scales content — not cognition. Apps can drill steps, but they rarely diagnose misconceptions, adapt explanations meaningfully, or ensure real conceptual mastery. More screen time does not equal more learning — and in many cases, it does the opposite.

2. What Consistently Works: High-Quality Tutoring

If passive apps are the “empty calories” of education—easy to consume but offering little nutritional value—high-dosage tutoring is the protein.

Across dozens of rigorous experiments and decades of educational psychology, human tutoring remains one of the most reliable ways to accelerate learning.

• A major meta-analysis of 96 randomized evaluations found tutoring delivers an average effect size of ~0.37 standard deviations. In educational research, that is massive. To put that in perspective, many expensive structural changes in schools often yield effect sizes closer to 0.1 or 0.2.
• The Education Endowment Foundation (EEF) estimates that one-to-one tuition, when delivered well, results in +5 months of additional progress on average. That is nearly half a school year of gain compressed into a much shorter intervention.

Why does tutoring win? It does what software can’t. A human tutor can diagnose a misconception instantly—distinguishing between a silly mistake and a fundamental gap in knowledge. They can correct it in real-time, adapt an explanation to a child’s specific mood or logic, and provide the accountability that an app notification never will. A human notice when a child’s confidence is wavering before they even answer the question.

3. “But Does Online Tutoring Work?”

This is the common skeptic’s question. We all remember the struggles of “Zoom School” during the pandemic—the black screens, the muted microphones, and the disengagement. However, structured, high-dosage online tutoring is fundamentally different from a chaotic classroom Zoom call.

When designed right, online tutoring is academically meaningful.

• Large-scale studies (including data from Spain) found positive achievement effects (~+0.26 SD) and significant grade improvements from online math tutoring.
• The Key Advantage: Online reduces the “friction” of tutoring—eliminating travel time, scheduling conflicts, and high costs. It democratizes access to talent, allowing a student in a remote area to learn from a specialist in a city hub. It allows us to take premium teaching and make it affordable, without turning learning into “just another video game.”

4. The Affordability Question

Parents shouldn’t have to pay premium pricing for weak evidence.

Many families now fund a fragmented stack of subscriptions — a math app, a language app, an AI homework helper — creating the “gym membership effect”: paying monthly for tools that look productive but deliver little measurable progress.

Global education research increasingly points toward value-per-dollar, not flashy features.

Targeted instruction with real feedback consistently outperforms passive software at a fraction of the long-term cost.

Practical takeaway:
 If you want measurable progress, the strongest value-per-dollar almost always comes from structured teaching plus immediate feedback — not shiny dashboards. One hour of expert guidance routinely outperforms ten hours of app-based learning.

5. The GMT.Live Approach

At GMT.Live, we believe in a simple division of labor:

• Technology should do what it’s best at: logistics, tracking progress, scheduling, practice drills, and initial diagnostics.
• Humans should do what they’re best at: teaching complex concepts, motivating disengaged students, correcting flawed thinking processes, and building long-term confidence.

We don’t try to replace the teacher with an algorithm. Instead, our learning approach is built around five evidence-aligned habits:

1. Diagnose gaps: We focus on finding the specific shaky foundation from two years ago that is causing the collapse today, using quick checks rather than exhausting long tests.
2. Personalize the path: We set micro-goals per child, ensuring the material is neither too boringly easy nor paralyzingly difficult.
3. Teach + practice: We prioritize active, guided work where the student is “doing,” not just passive watching or listening.
4. Immediate feedback: We believe in fixing mistakes while they are happening, preventing bad habits from setting in, rather than waiting for a test score days later.
5. Accountability: We provide simple, transparent progress notes that parents can trust, replacing vague “participation” metrics with actual skill acquisition data.

The future of education isn’t about choosing between “Old School” and “High Tech.” It’s about using tech to make human connection scalable, affordable, and effective.

Are you seeing the “Tech Trap” in your own home? Let us know in the comments.

#Education #EdTech #Tutoring #Parenting #LearningScience #GMTLive

References

• The Economist (Jan 22, 2026): “Ed tech is profitable. It is also mostly useless.”
• OECD: Students, Computers and Learning and related analyses on ICT use and outcomes.
• UNESCO: GEM Report (Technology in education) on evidence quality and measured effects.
• National Bureau of Economic Research: Nickow, Oreopoulos & Quan (2020) meta-analysis on tutoring.
• Education Endowment Foundation: One-to-one tuition impact estimates.
• Abdul Latif Jameel Poverty Action Lab (J-PAL): Evidence review on tutoring impacts.