Constraint qualification refers to certain conditions that, when satisfied, ensure the validity of optimality conditions in constrained optimization problems. These qualifications are crucial for the application of methods like the Karush-Kuhn-Tucker conditions, ensuring that solutions are both feasible and optimal.