In other words, “there’s evidence that people do try to treat tasks in accordance with what they believe to be their learning style, but it doesn’t help them,” UVA psychologist Daniel Willingham said. In 2015, he reviewed the literature on learning styles and concluded that “learning styles theories have not panned out.”