Dumbbell-shaped refers to the characteristic shape of certain atomic orbitals, where the electron density is concentrated in two lobes or bulges connected by a narrower region. This unique shape arises from the specific mathematical functions that describe the behavior of electrons within an atom's quantum mechanical framework.