CONCLUSIONS: The use of the Logical Framework Methodology (LFM) in project planning and management has proven to be a fundamental tool for structuring, evaluating, and improving development initiatives. Based on the reviewed literature , the following key conclusions can be highlighted : Clear and Detailed Project Structuring The application of LFM allows for the orderly and coherent design of projects , providing a step- by -step guide for identifying objectives , activities , and necessary resources . This methodology ensures that all components of a project are well-defined , reducing ambiguity and improving execution efficiency (Sánchez, 2007). Precise Definition of Objectives One of the main advantages of LFM is its ability to transform problems and needs into clear , achievable objectives . By establishing logical connections between problems , means , and ends , this methodology enhances strategic planning and ensures that project goals are realistic and aligned with stakeholder expectations (Rodríguez, 2024). Stakeholder Identification and Analysis Understanding the role and influence of stakeholders in a project is crucial for its success . LFM provides a structured approach to identifying key actors , analyzing their interests , and managing expectations effectively . This facilitates better collaboration and minimizes potential conflicts during project implementation ( Golini , Landoni , & Kalchschmidt , 2018). Results-Oriented Approach and Evaluation LFM emphasizes measuring project success through clearly defined indicators . By establishing measurable outcomes , organizations can compare planned results with actual achievements , enabling continuous improvement and accountability in project management (Sánchez, 2007). Improved Decision-Making Process The Logical Framework Methodology provides a comprehensive analysis of problems , objectives , and strategies , allowing for more informed and evidence-based decision-making . This structured approach reduces uncertainty and increases the likelihood of achieving project success ( Golini et al., 2018). Comprehensive Planning The Logical Framework Matrix (LFM) serves as a valuable tool for ensuring a holistic view of the project . By integrating key elements such as objectives , activities , indicators , and assumptions , LFM establishes a solid foundation for project execution , monitoring , and evaluation , contributing to better resource allocation and risk management (Rodríguez, 2024).