Structured interviews with a random sample of adult basic education students in Iowa (N=323) and an academic ability test administered to a 50 percent subsample identified reasons for participation. Factor analysis revealed 10 motivational dimensions, and cluster analysis categorized 6 subgroups: mainstream women, the urged, young adults, the climbers, least affluent and least employed, and low ability strivers. (SK)