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The fight against poverty is being accelerated in 2024. Poverty reduction in the context of sustainable development remains high...

Privacy concerns pertaining to the release of confidential micro-level information are increasingly relevant to organisations and institutions. Controlling the dissemination of disclosure-prone micro-data by means of suppression, aggregation and perturbation techniques often entails different levels of effectiveness and drawbacks depending on the context and properties of the data. In this dissertation, we briefly review existing disclosure control methods for microdata and undertake a study demonstrating the applicability of micro-data methods to proportion data. This is achieved by using the...

The Centre for Humanitarian Data Guidance Note Series, Data Responsibility in Humanitarian Action - Note #7: Responsible Data Sharing with Donors Format Donors have an important role in the humanitarian data ecosystem, both as drivers of increased data collection and analysis, and as direct users of humanitarian data. This is not a new phenomenon; the need for accountability and transparency in the use of donor funding is broadly understood and respected. However, in recent years, donors have begun requesting data that can be sensitive. Concerns around requests for such data have led donors a...