Some learn best by looking (visual learners), some by listening (auditory learners), and some by manipulating things (kinesthetic learners).
According to the theory, if we know what sort of a learner a child is, we can optimize his or her learning by presenting material the way that they like.
The prediction is straightforward: Kids learn better when they are taught in a way that matches their learning style than when they are taught in a way that doesn’t.
That’s a straightforward prediction.
The data are straightforward too: It doesn’t work.
Source: here