DATA DISAGGREGATION IN PROJECTS

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Presentation transcript:

DATA DISAGGREGATION IN PROJECTS Rachel Murphy December 7-9, 2016

Sightsavers NGO founded in 1950 Our Mission: To eliminate avoidable blindness and promote equality of opportunities for people with disabilities Thematic areas: Eye health, neglected tropical disease, inclusive education and social inclusion programmes

Disability Disaggregation project The objectives of this project were to: Understand whether people with disabilities are accessing our services Build the evidence base on how to disaggregate routine data by disability Make Sightsavers projects more inclusive of people with disabilities. Why disaggregate data by disability? Sightsavers’ Empowerment and Inclusion Framework Sustainable Development Goals & ‘Leaving no one behind’ Goal 17: Revitalize the global partnership for sustainable development To influence others with evidence e.g. NGOs, donor agencies

Methods Integrated WG Short Set of Questions into routine data collection systems to understand the disability status of patients attending our programmes (Africa and Asia) Analysed disability data (descriptive, univariate and multivariate associations between the variables) and developed reports As part of this pilot we also collected data on: Experiences of people involved in the project (qualitative) Quality of the data

India Integrated WGSS and the India census question on disability into Urban Eye Health programme 24,518 patients over a 16 month period attended 3 Vision & Optic centres Outreach Camps One NGO Eye Health Hospital Bhopal District, Madhya Pradesh State

Tanzania Integrated WGSS into data collection at Trachoma Trichiasis (TT) camps Integrated approach to Neglected Tropical Disease (NTD) elimination 1,439 patients asked over 4 months Compared the data with 2008 disability survey Songea district, Ruvuma region

Cameroon Integrated WGSS into Rapid Assessment of Avoidable Blindness (RAAB) Data collected on 3,567 patients over a 3 month period Fundong, North-West District

Malawi Integrated WGSS and Equity Tool into data collection systems at TT camps 545 patients asked over 6 days Compared the data with Equity Tool national quintiles (disability data not currently available) Kasungu District Karonga District

India – Results 17.5% reported disability (a lot or cannot do at all in at least one domain). 9% when we exclude the sight domain. 0.6% when we ask them directly if they are ‘disabled’

India – Results Univariate associations with disability measures Variable Values WG a lot or worse WG a lot or worse (excluding seeing) Are you disabled?   Odds ratio Sex Male - Female 1.4*** 2.1*** 0.7* Age - binary <50 50+ 3.4*** 3.3*** 1.7** Location Hospital Primary centre 8.2*** 42.5*** 5.5*** * p-value < 0.05 ** p-value < 0.01 ***p-value < 0.001

Tanzania – Results

Tanzania - Results

Cameroon - Results

Malawi - Results

Key lessons learned Disability is a concept highly dependant on contextual and cultural factors Emphasis on sensitisation/training & translation Data collection systems can be resistant to change Integrate in existing tools & process Buy-in & Ownership Equip all stakeholders with necessary knowledge & tools Data collection itself has a transformative effect Essential as an integral part of an inclusive health programme Need to be followed by inclusive health strategies

Next Steps Continue to gather learning Pilot project in Ghana (Mass Drug Administration) Continue to collect data as part of ‘Inclusive Eye Health Projects’ Link disability data with other variables (e.g. equity tool) Looking at piloting the WG/UNICEF Child Functioning Module Use the disability data collected to inform our programmes Share learning with civil societies and NSO Publish reports & policy brief with clear recommendations Web page on the project: www.sightsavers.org/everybodycounts Influence the international agenda: Expert Group on data disaggregation Presentation at international conferences Support the implementation of the 2030 Agenda

For more information please contact: rmurphy@sightsavers.org