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Uganda's disability data landscape and the economic inclusion of persons with disabilities

Development Initiatives
November 2021

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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.

Labour Market Assessment: Uganda 2021 refresh

INCLUSIVE FUTURES
BROWN, SIMON
OBOSI, Shikuku
August 2021

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This Labour Market Assessment for Uganda is a refresh of the initial assessments done in 2019 for the Inclusion Works programme. The assessment adopts a Markets for Poor (M4P) approach to mapping demand for and supply of labour, supporting functions and regulatory frameworks; recognising that labour markets conditions will have evolved since 2019, especially in light of COVID-19. The perspectives of jobseekers, employers, and organisations of persons with disabilities (OPDs) are also included in this analysis. The report provides insights into market changes and recommendations to enable Inclusion Works programming to adapt and be more effective in their interventions.

Labour Market Assessment - Inclusion Works Uganda

AHAIBWE, Gemma
NTALE, Anita
ODOKONYERO, Tonny
August 2019

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This labour market assessment (LMA) has been conducted to collect a baseline to inform the implementation of the Inclusion works project.  The LMA evaluated the economic trends and patterns and identified growth sectors and subsectors with a high propensity for job creation. Using value chain analysis, the LMA identified the kind of jobs available in the selected subsectors and the type of skills and educational qualifications required to fill them. The study also analysed the flows and stocks of education that the workforce possess to match the demand in the selected subsectors. Furthermore, the LMA assessed functionality of labour market coordination system and how existing policies and structures influence the labour market.

 

The opinions expressed are those of the authors and do not necessarily reflect the views or policies of the UK government or members of the Inclusion Works consortium.

A comparison of disability rights in employment: Exploring the potential of the UNCRPD in Uganda and the United States

OJOK, Patrick
GOULD, Robert
2019

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The disability employment policy systems in the US and Uganda are compared, and areas identified to improve implementation by examining the broader socio-cultural contexts that have shaped disability policy and practices of the two countries over time. Using the United Nations Conventions on the Rights of Persons with Disabilities (UNCRPD) as the overarching analytical framework, the analysis is framed within the discussion of the right to employment, as both countries are recognized for policy advances in this domain, but continue to experience low labor market participation for persons with disabilities. It identifies three critical areas that impact the realisation of disability rights in each context: ideological frameworks; hiring and retention initiatives; and state level supports. Ultimately, it considers the limitations of the rights based framework for actualising employment rights in the context of limited state and individual resources. 

 

Disability and the Global South, 2019, Vol.6, No. 2

 

Disability, health and human development

MITRA, Sophie
2018

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This open access book introduces the human development model to define disability and map its links with health and wellbeing, based on Sen’s capability approach. The author uses panel survey data with internationally comparable questions on disability for Ethiopia, Malawi, Tanzania and Uganda. It presents evidence on the prevalence of disability and its strong and consistent association with multidimensional poverty, mortality, economic insecurity and deprivations in education, morbidity and employment. It shows that disability needs to be considered from multiple angles including aging, gender, health and poverty. Ultimately, this study makes a call for inclusion and prevention interventions as solutions to the deprivations associated with impairments and health conditions.

 

Chapters include:

  • The Human Development Model of Disability, Health and Wellbeing
  • Measurement, Data and Country Context
  • Prevalence of Functional Difficulties
  • Functional Difficulties and Inequalities Through a Static Lens
  • Dynamics of Functional Difficulties and Wellbeing
  • Main Results and Implications

 

Disability, health and human development

MITRA, Sophie
October 2017

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This book presents new research on disability, health, and wellbeing in four countries (Ethiopia, Malawi, Tanzania and Uganda) . The primary focus is empirical. It also makes a conceptual contribution as it presents a new model of disability based on the human development and capability approach. It addresses four questions: 

  • How should disability be defined to analyse and inform policies related to wellbeing?
  • What is the prevalence of functional difficulties?
  • What inequalities are associated with functional difficulties?
  • What are the economic consequences of functional difficulties? 

Detailed data analysis using large-scale household survey datasets is combined with an interactional model of disability based on Amartya Sen’s capability approach.

 

DOI 10.1057/978-1-137-53638-9

 

First of book series: the Palgrave Studies in Disability and International Development

HIV/AIDS knowledge, attitudes and behaviour of persons with and without disabilities from the Uganda Demographic and Health Survey 2011: Differential access to HIV/AIDS information and services

ABIMANYI-OCHOM, Juie
MANNAN, Hasheem
GROCE, Nora
McVEIGH, Joanne
April 2017

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Uganda is among the first to use the Washington Group Short Set of Questions on Disability to identify persons with disabilities in its Demographic and Health Survey. In this paper, we review the HIV Knowledge, Attitudes and Behaviour component of the 2011 Ugandan Demographic and Health Survey, analysing a series of questions comparing those with and without disabilities in relation to HIV/AIDS knowledge, attitudes and practices. We found comparable levels of knowledge on HIV/AIDS for those with and those without disabilities in relation to HIV transmission during delivery (93.89%, 93.26%) and through breastfeeding (89.91%, 90.63%), which may reflect increased attention to reaching the community of persons with disabilities. However, several gaps in the knowledge base of persons with disabilities stood out, including misconceptions of risk of HIV infection through mosquito bites and caring for a relative with HIV in own household (34.39%, 29.86%; p<0.001; 91.53%, 89.00%; p = 0.001, respectively). The issue is not just access to appropriate information but also equitable access to HIV/AIDS services and support. Here we found that persons with multiple disabilities were less likely than individuals without disabilities to return to receive results from their most recent HIV test (0.60[0.41–0.87], p<0.05). HIV testing means little if people do not return for follow-up to know their HIV status and, if necessary, to be connected to available services and supports. Additional findings of note were that persons with disabilities reported having a first sexual encounter at a slightly younger age than peers without disabilities; and persons with disabilities also reported having a sexually transmitted disease (STD) within the last 12 months at significantly higher rates than peers without disabilities (1.38[1.18–1.63], p<0.01), despite reporting comparable knowledge of the need for safer sex practices. This analysis is among the first to use HIV/AIDS-related questions from Demographic Health Surveys to provide information about persons with disabilities in Uganda in comparison to those without disabilities. These findings present a more complex and nuanced understanding of persons with disabilities and HIV/AIDS. If persons with disabilities are becoming sexually active earlier, are more likely to have an STD within the preceding 12 month period and are less likely to receive HIV test results, it is important to understand why. Recommendations are also made for the inclusion of disability measures in Uganda’s AIDS Indicator Survey to provide cyclical and systematic data on disability and HIV/AIDS, including HIV prevalence amongst persons with disabilities.

PLoS ONE 12(4): e0174877
https://doi.org/10.1371/journal.pone.0174877

Beneath the rhetoric: Policy to reduce the mental health treatment gap in Africa

COOPER, Sara
2015

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In this paper I problematize knowledge on reducing the ‘gap’ in treatment produced by 14 national mental health policies in Africa. To contextualize this analysis, I begin with a historic-political account of the emergence of the notion of primary health care and its entanglement within decolonization forces of the 1960s. I unpack how and why this concept was subsequently atrophied, being stripped of its more revolutionary sentiments from the 1980s. Against this backdrop, I show how, although the 14 national mental health policies are saturated with the rhetoric of primary health care and associated concepts of community participation and ownership, in practice they tend to marginalize local meaning-systems and endorse a top-down framework heavily informed by colonial medicine. The policies thus end up reproducing many of the very Eurocentric assumptions that the original primary health care notion sought to transcend. More specifically, the paradigms of evidence-based research/practice and individualised human rights become the gatekeepers of knowledge. These two paradigms, which are deeply embedded within contemporary global mental health discourse, are legislating what are legitimate forms of knowing, and by extension, valid forms of care. I argue that a greater appreciation of the primary health care concept, in its earliest formulation, offers a potentially fruitful terrain of engagement for developing more contextually-embedded and epistemologically appropriate mental health policies in Africa. This in turn might help reduce the current ‘gap’ in mental health care treatment so many countries on the continent face.

 

Disability and the Global South (DGS), 2015, Vol. 2 No. 3

Armed violence and disability : the untold story

THAPA, Rashmi
THALER, Kai
2012

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"This study aims to understand the links between armed violence and impairments that can lead to disabilities. It focuses on individuals who sustain impairments resulting from incidents of armed violence. The Disability Creation Process is adapted to analyse the combination of health problems, discrimination and socio- economic exclusion that can lead to disability for people who have sustained serious injury and/or lasting impairments as a result of armed violence...This report is written in a linear progression keeping the research project’s goals, objectives and approach as its backdrop. Chapter 1 (introduction) gives an overview of armed violence along with the justification of this research and its methods. Chapter 2 presents the findings from the four case study regions in countries, situated within its contextual analysis. Each case study draws on its discussion and summary of findings. Chapter 3 presents the discussion and lessons learned from this research, placing assistance and people at the centre of armed violence initiatives. Finally, a glossary, Annexes and references as endnotes are at the end of the report with notes at the end of every page"

From Kampala to the districts : linking data, saving lives

DWYER, Sarah
BALES, Carol
2009

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This booklet presents the challenging conditions faced by nurses in Uganda and how staff shortages make it difficult to deliver health services, particularly in rural areas. It also highlights how the Ministry of Health and the Uganda Nurses and Midwives Council, based in Kampala, are using data to support the country's health workers and improve health care in the districts

Taking better care? Review of a decade of work with orphans and vulnerable children in Rakai, Uganda

WITTER, Sophie
CALDER, George
AHIMBISIBWE, Timothy
2004

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Taking Better Care looks at the situation facing orphaned and vulnerable children in the Rakai District in Uganda and at the legacy of Save the Children's Child Social Care Project (CSCP) there. The report examines the impact of the CSCP, implemented between 1991 and 1996, and at trends in Rakai since the CSCP ended, as well as outlining the lessons learned and providing recommendations for future action. It concludes that in order to support orphans and vulnerable children in a long-term, sustainable way, child-care models now need to incorporate a maximum of state support and civil society mobilisation, combined with more traditional family support

Measuring welfare for small but vulnerable groups : poverty and disability in Uganda

HOOGEVEEN, Johannes G
2004

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When vulnerable groups such as disabled people are surveyed, representative welfare estimates from non-purposive sample surveys becomes an issue. This paper takes the example of Uganda and describes the connections between disability, poverty, wellbeing and social welfare. This is possibly the first time that statistically representative information on income poverty amongst disabled people has been generated for a developing country

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