Column buckling refers to the sudden sideways failure of a structural member subjected to high compressive stress, where longitudinal deformation leads to lateral displacement. This phenomenon is crucial to structural engineering as it dictates the load-bearing capacity and stability of columns supporting vertical loads, necessitating careful design to prevent catastrophic failure.