Using mixed methods, including surveys, machine learning models, and causal inference models, the evaluation found that while the DEF established a structured system to measure project results, outcomes have fallen short of targets due to various factors. The evaluation reveals challenges in governance arrangements, implementation approach, and institutional culture. Key recommendations include ensuring proper incentives for prioritizing development results, defining clear stakeholder roles, enhancing strategic selectivity, and improving project management processes.