Four naturalistic methods for assessing college student learning styles are discussed: direct observation of student behavior, in-depth interviews with students, analysis of self-directed learning projects, and analysis of the guiding metaphors used by students in describing the teaching-learning process. Each suggests ways teachers can adapt to learning styles. (MSE)