Coaching institutes can significantly influence UPSC aspirants' preparation strategies by providing structured guidance, access to expert faculty, and a focused syllabus. Many candidates benefit from the streamlined learning environment these institutes offer, which can enhance motivation and discipline. However, reliance on coaching can also lead to complacency if aspirants neglect self-study. It’s crucial for candidates to complement coaching with independent resources, ensuring a holistic and personalized preparation strategy.