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This report looks at the landscape of data on disability in Uganda – summarising what data on persons with disabilities is available, who produces and uses it, and how – as well as what this means for the economic inclusion of persons with disabilities.

For persons with disabilities to benefit from and contribute to society and the economy there needs to be effective policies, programmes and services that support their inclusion, particularly in employment. Reliable information and data on persons with disabilities, known as ‘disability data’, is essential to planning and for decision-making. When it is of high quality, accessible and used effectively, disability data can help organisations of persons with disabilities (OPDs), civil society, government and businesses better understand and prioritise interventions that are vital for supporting persons with disabilities and ensuring their inclusion.

OPDs, civil society and the government have an important role to play in strengthening the landscape of disability data. Developed as part of Development Initiatives’ work on data to support disability inclusion, in consultation with Uganda’s disability rights movement, this report presents an analysis of Uganda’s landscape of disability data. It highlights important data sources, challenges and recommendations, providing a valuable evidence base to inform efforts aimed at strengthening the enabling environment for disability inclusion.

Digital information systems serving the social protection sector, and especially social assistance, are increasingly prominent and will continue to be, as is the case within all other sectors. “Why? Because the ability of a country to care for its people and respond to their lifecycle needs depends on its ability to identify those who are in need, enroll them, provide tailored benefits and services, and follow up to cater to evolving circumstances”. Governments also need to be able to monitor programme implementation and impact, feeding into longer-term decisions on design and resource allocation. “All of these actions require accessible, dynamic and real-time data and information exchange if the goal of universal coverage is to be achieved” (Chirchir and Barca, 2019).

The coverage (% of the population included in the information system), relevance (amount/type of data they store), and accessibility (e.g. level of interoperability/data sharing across the government data ecosystem) of these administrative data systems has also been increasing in many countries – posing important opportunities and challenges to policy-makers. The question is how to develop these systems in a way that is inclusive and right-based, leveraging technology “to ensure a higher standard of living for the vulnerable and disadvantaged” (Alston, 2019) rather than becoming a further barrier to inclusion. To illustrate the point this paper specifically focuses on gender and disability inclusion, while acknowledging similar considerations apply to all other forms of (intersectional) exclusion.

Action by humanitarian partners to strengthen inclusion of persons with disabilities in the humanitarian response in an evidencebased manner remains highly needed – this note aims to support that effort by providing background and explanation on the definition of disability as well as on how to interpret and use data related to disability.

The note also provides elaboration on the Syria Protection Cluster (Turkey) recommended disability-related data collection methodology for humanitarian organizations and entities in northwest Syria. Thereby the note aims to stimulate and assist the broader humanitarian community in northwest Syria in adopting the Washington Group Short Set of Questions on Functioning, especially in relation to disability focused data collection and in understanding and utilizing assessment findings, specifically prevalence-rates of disability in northwest Syria.

For more elaborated description of the situation of persons with disability in northwest Syria and practical suggestions for humanitarians on enhancing inclusion of persons with disabilities in programming, this note is to be read in conjunction with the ITWG “Self-reported barriers to activities of daily living of persons with disabilities living in IDP sites in northwest Syria” brief report and recommendations.