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This proposal reports results from a study of K-8 pre-service teachers’ inductive reasoning in problem-solving contexts. Pre-service teachers’ written solutions (105) and reflections (105) were analyzed to identify and characterize their inductive reasoning processes. The data revealed multiple dimensions of inductive reasoning activities identified in pre-service teachers’ solutions. Pathways of successful and unsuccessful generalizations were uncovered and described. While pre-service teachers’ ability (and perhaps inclination) to justify were rather limited justifications appeared to stimulate thinking focused on data gathering and pattern finding. Implications for teacher education are discussed.