Are Learning Styles Real? What the Research Actually Tested

No, a major review found virtually no evidence that studying in your preferred style makes you learn more, and a later direct test did not find it either. Many students have taken a quiz labeling them a "visual learner" or "auditory learner." People do have preferences. The question that matters is narrower: does studying in your preferred style actually make you learn more?

Two pieces of research answer that question directly. One is a 2008 review by four psychologists. The other is an experiment built to the exact standard the review laid out.

1. What "learning styles" claims

The 2008 review by Pashler, McDaniel, Rohrer, and Bjork, published in Psychological Science in the Public Interest, defines the idea this way: individuals differ in what mode of instruction or study is most effective for them, so instruction should diagnose each learner's style and be tailored to it.

The most common version is what the authors call the meshing hypothesis: instruction works best when it matches the learner's preference, such as emphasizing pictures for a "visual learner."

The review also noted how widespread the idea had become, from kindergarten to graduate school, with a thriving industry of learning-style tests, guidebooks, and teacher workshops.

2. The test that would prove it

The review's most useful contribution is spelling out what evidence would actually support the meshing hypothesis. It takes a specific experiment:

1. Sort students into groups by learning style.
2. Randomly assign students in each group to different teaching methods.
3. Give everyone the same final test.
4. Look for a crossover: the method that works best for one style group must not be the method that works best for another.

That last step is the key. If visual teaching simply works better for everyone, including "auditory learners," that is a fact about the material or the method, not about styles.

3. What the review found

The authors found plenty of evidence that people will, if asked, state preferences about how they like information presented. They also found evidence that people differ in specific aptitudes for different kinds of thinking.

But they found virtually no evidence for the crossover pattern. Very few studies in an enormous literature had even used a design capable of testing it, and several of the studies that did use an appropriate design found results that flatly contradicted the meshing hypothesis.

Their conclusion: there was no adequate evidence base to justify building learning-style assessments into general educational practice. They were careful to add that not every possible version of learning styles had been tested, so further well-designed research could be warranted.

4. A direct test, built to the review's standard

In 2015, Beth Rogowsky, Barbara Calhoun, and Paula Tallal ran the kind of experiment the review called for, published in the Journal of Educational Psychology.

• College-educated adult participants first took a standardized learning style inventory to identify auditory and visual (word) preferences.
• They then took a verbal comprehension test in both listening and reading form. There was no statistically significant relationship between stated preference and which form they were better at.
• Next, participants were randomly assigned to learn the same material from a nonfiction book either as a digital audiobook or as e-text, then took a written comprehension test immediately and again after two weeks.

There was no statistically significant relationship between learning style preference and instructional method, either on the immediate test or two weeks later. The authors concluded that their results failed to support the meshing hypothesis.

5. What this does and does not mean

It does not mean everyone is identical. People really do have preferences, and they differ in abilities and background knowledge. Those differences matter.

It does mean a style label is a weak guide for how to study. Choosing to only watch videos because a quiz said "visual," or skipping practice problems because they do not feel like a match, has no solid evidence behind it.

The content often decides the format. A map is easier to learn as a picture, a pronunciation as sound, and a math procedure by working problems. Matching the format to the material makes more sense than matching it to a label.

6. What to do instead

If you have been organizing your studying around a style, here is a more evidence-friendly way to use the same time:

• Use more than one format for hard material. Read the explanation, look at the diagram, and then try to explain it without notes. Each pass gives you another way to recall it.
• Spend most of your time on effortful practice. Answering questions from memory and working problems without looking at the solution do the heavy lifting in most courses.
• Judge a method by results, not comfort. A method that feels natural is not necessarily the one that leaves you able to answer questions a week later. A quick self-quiz after a few days tells you more than how a study session felt.
• Keep preferences for motivation, not as a rule. If you enjoy color-coded notes and that gets you to sit down and study, keep them. Just do not let a label stop you from using a method the material clearly needs.

7. Key takeaways

• The learning-styles idea says people learn best when teaching matches their preferred mode, such as visual or auditory.
• A 2008 review set out the experiment needed to prove it and found virtually no evidence for the required pattern.
• A 2015 experiment built to that standard found no link between stated style and how well people learned from audio or text.
• People do have preferences and differ in abilities, but a style label is a poor guide for how to study.
• Match the format to the material, use several formats for hard topics, and judge methods by what you can recall later.