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Apricity unpacks what works in social impact and international development — from Monitoring, Evaluation and Learning (MEL) to data systems and evidence from the field. Written by practitioners with experience across NGOs, foundations, international organizations, and complex operating environments. Practical insights for funders, consultants, and the professionals working towards lasting change.

Beyond Descriptive Statistics: Turning Data into Decision-Ready Evidence

Beyond Descriptive Statistics: Turning Data into Decision-Ready Evidence

Most evaluations generate data. Fewer generate understanding. Drawing on Apricity's recent evaluation work in Nepal, this piece explores how looking beyond headline figures and asking why outcomes differ across locations and communities is what moves evaluation from reporting to learning.

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