Allocation concealment is a critical methodological practice in randomized controlled trials that prevents researchers and participants from knowing upcoming assignments, thus reducing selection bias. It ensures the integrity of the randomization process by keeping the allocation sequence hidden until the point of assignment, enhancing the validity of the trial's results.