Resources such as case studies, documentaries, and community engagement platforms can be utilized to develop empathetic responses to socio-economic issues during UPSC preparation. Analyzing real-life examples of socio-economic challenges fosters a deeper understanding of the human impact behind statistical data. Participating in community activities provides firsthand experience with the struggles faced by marginalized groups, promoting empathy and compassion. These resources cultivate a well-rounded perspective that prepares candidates to address socio-economic issues thoughtfully and effectively in their future civil service careers.