The increasing complexity of rural development challenges necessitates robust, evidence-driven frameworks to assess policy effectiveness and community empowerment outcomes. This study develops a comprehensive analytical framework that integrates evidence-based policymaking principles with participatory rural development models to evaluate policy performance. Drawing upon interdisciplinary literature, the framework synthesizes three key dimensions: policy design grounded in empirical evidence, implementation efficiency within decentralized governance structures, and measurable empowerment outcomes at the community level. Using a structured methodological approach, the study conceptualizes a multi-layered evaluation model incorporating qualitative, quantitative, and mixed-method strategies. The findings highlight that effective rural development policies are contingent upon adaptive evidence integration, stakeholder participation, and institutional capacity. Furthermore, the study identifies critical gaps in existing policy evaluation practices, particularly the lack of systematic feedback mechanisms and the underutilization of local knowledge systems. The proposed framework contributes to both theoretical advancement and practical application by offering a scalable and context-sensitive model for policymakers, researchers, and development practitioners. Limitations include contextual variability and data constraints, while future research is encouraged to validate the framework across diverse rural settings. Overall, this study advances the discourse on evidence-based rural development by linking policy evaluation with tangible empowerment outcomes.