This chapter discusses several research studies exploring conceptual problem solving (CPS) in physics. Broadly speaking what we mean by CPS is integrating the solving of the problem with an analysis of the underlying concept being used. The problem solving takes place guided by the conceptual analysis. We begin by discussing the central role of problem solving in physics, how experts and novices differ in their approach to problem solving, and why CPS is important in physics teaching and learning.