The exchange interaction is a quantum mechanical effect that arises from the indistinguishability of particles, leading to a correlation between their spins. It plays a crucial role in determining the magnetic properties of materials, as it can cause ferromagnetism or antiferromagnetism depending on the alignment of spins it favors.