Logical reasoning is crucial in the UPSC CSAT paper as it tests candidates' ability to analyze and interpret data effectively. It includes sections on analytical reasoning where candidates must apply logic to solve problems. Strong logical reasoning enhances decision-making skills, which are vital for administrative roles. A solid performance in this paper is essential for clearing the prelims, thus making it imperative for aspirants to practice regularly with various logical and analytical puzzles.