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Cesarean delivery rates are rising globally, particularly in developing countries, raising concerns about overuse and associated risks. This study investigates socioeconomic factors influencing C-section decisions in Bangladesh using 2022 Demographic and Health Survey data. Logistic regression analysis of 5,186 births revealed that higher household income (p < 0.01) and urban residence (p < 0.05) significantly increase C-section likelihood. While maternal education was not significant, media exposure (newspapers, radio, television) strongly correlated with increased C-section likelihood (p < 0.01), suggesting its influence on childbirth perceptions. Prior C-section history was the strongest predictor (p < 0.001). These findings highlight the need for targeted health education, balanced media campaigns, and improved access to VBAC counseling. Addressing socioeconomic disparities and provider-driven factors is crucial for reducing unnecessary C-sections and improving maternal outcomes.