Negative marking significantly impacts UPSC preliminary examination results, instilling a strategic approach to answering questions. Candidates must be judicious in attempting difficult questions since each incorrect answer leads to a deduction of marks. This approach encourages aspirants to focus on accuracy over attempting all questions. A sound understanding of the syllabus and consistent practice helps candidates make informed decisions on which questions to attempt, minimizing the risks associated with negative marking.