Repulsive interactions refer to the forces that act between particles, causing them to push away from each other. These interactions are significant in understanding the behavior of real gases, as they influence how particles approach one another and the overall pressure exerted by the gas. They play a crucial role in statistical mechanics by affecting the energy states and distribution of particles in a system, leading to deviations from ideal gas behavior.