The key principles of performance monitoring and evaluation (M&E) include: stakeholder participation, relevance, efficiency, effectiveness, sustainability, ethical considerations, continuous improvement, clear goal setting, data quality, timely feedback, and a focus on actionable insights; essentially ensuring that evaluations are designed to provide valuable information that can be used to improve programs and policies based on reliable data and diverse perspectives.