Category-based reasoning is central to mature cognition; yet, the developmental course of this fundamental ability remains unclear. We designed a longitudinal study to investigate the development of category-based reasoning. We also took an individual differences approach to identify possible cognitive factors that may facilitate category-based reasoning. In this paper we report preliminary results of our longitudinal investigation into the development of category-based reasoning.