"Learning styles" might be a myth. Eg, see

Learning Styles: VAK Doesn't Exist (Here's What Research Actually Shows)

https://www.structural-learning.com/post/learning-styles-myt...

Belief in Learning Styles Myth May Be Detrimental (by American Psychological Association)

https://www.apa.org/news/press/releases/2019/05/learning-sty...