This study examines the nexus of health, education, and poverty in the 19 communities of Sagñay, Camarines Sur, Philippines, employing non-linear econometric techniques. Analyzing extensive data, including education levels, health indicators, and poverty measures, the research uncovers significant correlations between lower educational attainment, adverse health outcomes, and heightened poverty rates. Notably, findings demonstrate that each additional year of education reduces the likelihood of poverty, with a 1% increase in educational attainment leading to a 0.5% decrease in poverty incidence. Moreover, maternal mortality emerges as a critical determinant of poverty, underscoring the need for targeted healthcare interventions. The study advocates for comprehensive poverty reduction strategies that prioritize investments in education and healthcare infrastructure, emphasizing the importance of Community-Based Monitoring Systems (CBMS) to inform evidence-based policy formulation and implementation. Through integrated approaches, policymakers can address systemic inequalities and foster sustainable development pathways, ensuring improved livelihoods for marginalized communities.