Why we don't believe in learning styles

The idea that each person is a visual, auditory or kinaesthetic learner is one of the most popular beliefs in education. It is intuitive and it is flattering. It is also poorly supported.

The claim behind learning styles is specific: people learn better when teaching is matched to their preferred style. Researchers have tested this for decades. A widely cited 2008 review by Pashler and colleagues found little credible evidence for that matching effect, and later work has reached similar conclusions. People do have preferences. Preferences just don't reliably predict what helps them learn.

This matters to us because it would be easy to build Waysflow on top of that idea. A short quiz, a label, a personalised dashboard. It would look convincing, and it would be wrong.

So we've made a different choice.

Waysflow doesn't assign you a type. It won't label you a visual learner, a personality or a kind of mind. It is designed to look at learning performance under specific conditions. Was the problem solved after a worked example, or after a hint? Was the idea still there three days later? Did confidence match the answer?

Each of these is a small piece of evidence about one teaching decision, in one topic, at one moment. Over time, patterns may emerge. Some may hold across topics. Many won't. We'd rather find that out than assume it.

We also keep two things apart. If you prefer audio, or shorter text, Waysflow should respect that straight away. Whether it actually helps you learn is a separate question, and only evidence can answer it.

Measure performance, not preference. Treat every estimate as provisional. Let the evidence decide.

There is well-established research we do build on. Retrieval practice, spacing, worked examples and feedback have strong support across many studies. The open question is rarely whether these methods work in general. It's how and when to use them for a particular person, in a particular moment. That's where evidence helps.

That's our position. We'll keep sharing what we find, including when it's less exciting than a label.