Data Analysis for Non-Profits: Foundations, Practices, and Strategic Applications

This article examines the role of data analysis as both a technical and strategic practice in the non-profit sector. It explores how organizations apply data to strengthen decision-making, allocate resources effectively, improve programs, and measure impact with transparency. Case illustrations from food security, health services, education, and environmental conservation demonstrate the strategic value of adopting evidence-based practices. The discussion also considers ethical dimensions and highlights emerging trends such as artificial intelligence, big data, and real-time analytics.