ILO conducted three research studies on West, North and East African countries aimed at assisting governments and social partners to address the fundamental building blocks of effective policy and practice to regulate labour migration. Understanding that good policy depends on good data, this study assesses the current state of data collection and suggests specific measures to improve and harmonize collection and analysis of statistical data on labour migration and to more effectively use it in policy and administration.