Many instructors still gravitate towards the learning-styles framework because of its seeming intuitiveness and resonance with teaching experiences. A broader approach that invites students to reflect on their learning, rather than narrow their style down, has been shown to improve learning outcomes (Ambrose et. al, 2010).