Digital technology has become so embedded in schools that many educators now treat it as an assumed part of good instruction. That assumption is worth challenging. Technology can be useful, but usefulness is not the same as improving learning. The distinction matters.
Ed tech is a production tool, not a learning shortcut
The strongest claim in this conversation is simple: digital technology is better understood as a production tool than a learning tool. It can help schools do things, manage things, and access things. It does not automatically help students learn those things better.
That point should shape every decision leaders make about devices, platforms, and digital programs. If the goal is learning, the question is not whether a tool is modern or popular. The question is whether it aligns with how human beings actually learn.
Match pedagogy to the stage of learning
Learning is a process, not a single event. Early learning, deeper learning, and transfer all call for different teaching moves. Explicit teaching works well for surface learning and early acquisition. It is not the right answer for every stage of learning.
That is where many technology decisions go wrong. Schools often assume digital tools can help students skip the first stage and jump straight to creativity, critical thinking, or application. They cannot. Students still need foundational knowledge before they can do meaningful higher-order work.
What this means for instruction
- Use explicit teaching when students are learning something new.
- Use other pedagogies when the goal shifts to deeper thinking, application, or transfer.
- Do not confuse learning science with a single preferred teaching method.
When technology has a place
Technology can be appropriate when it is better than no option at all. It can support students with specific learning needs, help prevent harm in high-risk skill training, and serve as a backup when in-person learning is impossible.
It can also support drill-and-kill practice, especially at the surface level of learning. Even there, though, it does not outperform the best analog methods in most cases. If learning is the goal, analog often remains the stronger choice.
Why screens often underperform
One reason digital tools struggle is that they compete for attention rather than sustain it. Novelty can grab attention, but it fades quickly. Many digital products respond by adding more novelty, which keeps eyes moving but does not necessarily deepen learning.
Learning requires sustain. It requires students to stay with an idea long enough for it to matter. The attention economy and the learning process are not the same thing.
Relationships still matter more than devices
The biggest learning mechanism discussed here is not technology, but empathy. Students learn more effectively when they form strong relationships with teachers. Human beings learn from each other in ways that tools cannot replicate.
That means schools should protect the conditions that make relationship and empathy possible. A screen can deliver information. It cannot synchronize biology, build shared understanding, or create the same learning conditions as a strong human connection.
Why intentionality matters
The practical response is not “never use tech.” It is “use tech with friction and purpose.” If a device or platform is always at hand, it becomes the default. Schools need deliberate decision-making that forces educators to ask whether a digital tool is truly necessary.
That is the right leadership question:
- What is the instructional purpose?
- Is there a better analog option?
- Does this tool improve learning, or just make delivery easier?
Educators already know more than they think
Teachers are not crazy if they feel students are arriving with less knowledge, less stamina, or less readiness to learn than before. The solution is not to hand over professional judgment to tool makers. It is to trust teacher expertise and make classroom decisions based on learning, not hype.
In the end, the message is direct: schools should stop treating ed tech as a savior. Use it when it earns its place. Set it aside when it does not.
Frequently Asked Questions
What is the main argument about ed tech?
Ed tech is useful as a production tool, but it is not a shortcut to better learning.
When does digital technology make sense in classrooms?
It makes sense when it is better than no option at all, such as for specific learning needs, high-risk training, or remote learning.
What teaching approach works best for new learning?
Explicit teaching works well for surface learning and early acquisition.
Why are relationships so important for learning?
Empathy and strong teacher-student relationships support learning in ways technology cannot replicate.
What should schools do before adopting more technology?
They should ask whether the tool has a clear instructional purpose and whether an analog option would work better.
For more context, listen to the original episode of Better Teaching: Only Stuff That Works: From The Archives: Digital Delusion with Dr. Jared Cooney Horvath.