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In the Caribbean region, Spotlight Initiative has been supporting the development of ethical guidelines for data collection. The guidelines were informed by User Producer Dialogues held across the region that brought together representatives from ministries, departments, agencies, and civil society organisations to discuss VAWG data collection and management. These dialogues underscored the urgency of addressing administrative data as a complement to prevalence data, the need for harmonisation of tools and processes for data collection and management, and the priority for standardisation…