Cultural factors impact UPSC preparation by influencing students' access to resources, study environments, and learning attitudes. Aspirants from different demographics face varying challenges such as language barriers, socio-economic constraints, and systemic biases, which affect their preparation strategies and success rates. Recognizing these factors helps in devising more targeted support for diverse groups.