This briefing looks at the most recent trends in aid data (the OECD DAC’s (Development Aid Committee) release of provisional aid data for 2019) and considers what impacts the pandemic may have.
With India preparing for the next decennial Census in 2021, disability estimates and data collection methodology between the Census 2011 and the most recent population-level survey for India and its states were compared, to highlight the issues to be addressed to improve robustness of the disability estimates in the upcoming Census.
Data from the Census 2011 and from two complementary nationally representative household surveys that covered all Indian states with the same methodology and survey instruments–the District-Level Household Survey-4 (DLHS-4, 2012–2013) and the Annual Health Surveys (AHS three rounds, 2010–11, 2011–12 and 2012–13) were used. Data from DLHS-4 and AHS 2012–13 round were pooled to generate estimates for the year 2012–13. Data collection methodology between the sources was compared, including the review of definitions of each type of disability. The overall, mental, visual, hearing, speech, and movement disability rate (DR) per 100,000 population were compared between the sources for India and for each state, and the percent difference in the respective rates was calculated
This first accountability report, one year on from the Global Disability Summit 2018, presents independent analysis of the 171 sets of commitments made by governments and organisations at the Summit. It also sets out the results of a self-reporting survey completed by Summit participants, updating on progress made against their commitments so far.
The wider impact of the summit is discussed.
The results of the first GDS18 self-reporting survey demonstrate that significant progress has been made on implementation of the 968 Summit commitments. Work is reported to be underway on 74% of the commitments and 10% are reported as already completed, contributing towards an improved and increased visibility of disability inclusion within development and humanitarian action.
Appendix 2 gives country level case studies: Case study developed by Users and Survivors of Psychiatry Kenya; Case Study developed by the National Federation of the Disabled Nepal (NFDN); and Case Study developed by I Am a Human, Jordan
This study used a parametric bootstrap model to estimate intracluster correlation coefficient (ICC) for trachomatous inflammation-follicular (TF) in 1-9 year-olds, from 261 population-based trachoma prevalence surveys completed using standardised GTMP methodologies in Ethiopia, Mozambique, and Nigeria from 2012-2016.
Results from this study were used to draw up the most recent WHO 2018 recommendations on design effect (DE) estimates for sample size calculations for survey
American Journal of Epidemiology, 2019 Sep 11. pii: kwz196
This report describes the findings of a rapid assessment of avoidable blindness (RAAB) conducted in Muchinga Province, Zambia in 2017.
The prevalence of blindness was just over 4% and the major cause was cataract, followed by glaucoma. Only 37% of people who require cataract surgery have received it, meaning there is an urgent need to scale up access to cataract surgical services in the province.
In addition to the standard RAAB questionnaire, an additional two sets of questions were administered to the participants to understand their disability and socioeconomic status: the Washington Group Short Set of Questions on Disability (WGSS) and the Equity Tool (ET)
Humanity & Inclusion has created a learning toolkit to improve the collection of quality data on persons with disabilities and improve its use by humanitarian organisations.
Until now, existing guidance on the Washington Group Questions (WGQs) has been specific to national data collection efforts on persons with disabilities. To address the lack of guidance for humanitarian actors, Humanity & Inclusion (HI) is launching a learning toolkit on collecting data in humanitarian action, which includes an e-learning, a training pack for enumerators and various supporting resources that can all be found on the HI website.
Gathering evidence on the use of the WGQs in humanitarian action:
To respond to the need to collect, analyse and use data on persons with disabilities in humanitarian action, HI has been implementing a project, funded by the UK Department for International Development, to test and assess the use of the WGQs in humanitarian action. An action-research was carried out with over 30 humanitarian partners in Jordan, the Democratic Republic of Congo and the Philippines, with the evidence used to develop learning materials.
Development of a learning toolkit for humanitarian actors:
In addition to the findings of the action-research, HI gathered inputs from over 30 humanitarian organisations working in 22 countries to inform the design of the learning toolkit. Specific focus was given to the development of open source materials that would be accessible with screen readers, on mobile phones, and in hard to reach locations. The content was then informed by selected subject matter experts in inclusive humanitarian action and data collection.
What is included in the toolkit?
An e-learning on Collecting Data for the Inclusion of Persons with Disabilities in Humanitarian Action – The Application of the WGQs providing an entry point for humanitarian actors who would like to understand how to plan for and use the WGQs.
A Training Pack for enumerators giving guidance, session plans and activities to deliver training on using the WGQs (developed in collaboration with RedR UK).
Supporting resources providing practical guidance on the application of the WGQs in humanitarian contexts.
Who is this for?
The toolkit is tailored to a full range of humanitarian actors who would like to understand how to use the WGQs in their own work and organisations. The content has also been designed to provide technical guidance for programme and technical staff: with a practical focus on different topics relevant for the use of the WGQs –from the human rights based approach that underpins them, to their planning, use and the analysis of the data produced.
Where is the Toolkit available?
The e-learning is available now on disasterready.com and on Kayaconnect.org (accessible for mobile phones and tablets). Organisations interested in hosting the e-learning are welcome to contact the project team members. Toolkit resources and more information about the project are available for download in the project webpage.
Papers included in this special issue are:
- The UNICEF/Washington Group Child Functioning Module—Accuracy, Inter-Rater Reliability and Cut-Off Level for Disability Disaggregation of Fiji’s Education Management Information System
- Disability and Access to Sexual and Reproductive Health Services in Cameroon: A Mediation Analysis of the Role of Socioeconomic Factors
- Assessing the Impact of the Twin Track Socio-Economic Intervention on Reducing Leprosy-Related Stigma in Cirebon District, Indonesia
- Factors Influencing Disability Inclusion in General Eye Health Services in Bandung, Indonesia: A Qualitative Study
- Unmet Needs and Use of Assistive Products in Two Districts of Bangladesh: Findings from a Household Survey
- Analysis of Social Determinants of Health and Disability Scores in Leprosy-Affected Persons in Salem, Tamil Nadu, India
- Developing Behaviour Change Interventions for Improving Access to Health and Hygiene for People with Disabilities: Two Case Studies from Nepal and Malawi
- Intersections Between Systems Thinking and Market Shaping for Assistive Technology: The SMART (Systems-Market for Assistive and Related Technologies) Thinking Matrix
- Adverse Childhood Experiences in Children with Intellectual Disabilities: An Exploratory Case-File Study in Dutch Residential Care
- Risk of Exclusion in People with Disabilities in Spain: Determinants of Health and Poverty
- Implementation of the International Classification of Functioning, Disability, and Health (ICF) Core Sets for Children and Youth with Cerebral Palsy: Global Initiatives Promoting Optimal Functioning
- Challenges in Accessing Health Care for People with Disability in the South Asian Context: A Review
- A Systematic Review of Access to Rehabilitation for People with Disabilities in Low- and Middle-Income Countries
- A Systematic Review of Access to General Healthcare Services for People with Disabilities in Low and Middle Income Countries
This report evaluates existing policies and practices on how older people have been excluded from data in disaster preparedness and humanitarian responses in Bangladesh, India, Nepal, Pakistan, Sri Lanka, Cambodia, Indonesia, Myanmar, the Philippines, Thailand and Vietnam.
In order to evaluate existing policies and practices in the collection of inclusion data, the research employed two main methods: a review of documents and a survey. The review of documents was conducted in three stages: a global literature review, followed by a policy review and a practice review. The survey analysed the responses of 72 respondents from 10 countries .
This report presents the findings of an analysis of data collected by HelpAge International and its network members using HelpAge’s Health Outcomes Tool. The tool is designed to collect data to better understand health and care in older age, and to measure the impact of HelpAge’s health and care programmes. It was developed in response to the challenges posed by the lack of data on older people’s health and care, particularly in low- and middle-income countries, and the resulting lack of understanding about how best to provide age, gender and disability sensitive services for older women and men. The tool was used between 2014 and 2017 in nine low- and middle-income countries across Africa, Asia and Latin America,1 and gathered data from over 3,000 older people. The findings are presented here in the context of the current debate and evidence on older people’s right to health.
This report explores three different areas in relation to ageing and health: older people’s access to health services; availability of care and support; and the impact both health, and care and support services have on older people’s health status, functional ability and wellbeing.
Background identification of children at risk of developmental delay and/or impairment requires valid measurement of early child development (ECD). ECD measurement tools were systematically assessed for accuracy and feasibility for use in routine services in low income and middle-income countries (LMIC).
Building on World Bank and peer-reviewed literature reviews, available ECD measurement tools for children aged 0–3 years used in ≥1 LMIC were identified and matrixed according to when (child age) and what (ECD domains) they measure at population or individual level. Tools measuring <2 years and covering ≥3 developmental domains, including cognition, were rated for accuracy and feasibility criteria using a rating approach derived from Grading of Recommendations, Assessment, Development and Evaluations
The Washington Group Questions on Disability are rapidly emerging as the preferred data collection methodology by the global community for national data collection efforts on disability. However, more and more development and humanitarian actors are now using the methodology in their own data collection efforts. This is beyond the original purpose of the questions, which was to generate usable data for governments. Leonard Cheshire and Humanity & Inclusion, two international charities focussed on disability and inclusion, have worked together to share learnings of recent research studies. These studies aim to understand how the Washington Group Questions (WGQ) have been used by development and humanitarian actors and the impact of using the methodology. This summary report outlines the key findings, analysis and conclusions about the application of the Washington Group Questions in a range of contexts. The report concludes with a number of recommendations for different stakeholders.
The process of developing an expert guided indicator framework to assess governments’ efforts and progress in strengthening rehabilitation in line with the Convention on the Rights of Persons with Disabilities is described. A systems methodology - concept mapping - was used to capture, aggregate and confirm the knowledge of diverse stakeholders on measures thought to be useful for monitoring the implementation of the Convention with respect to health related rehabilitation. Fifty-six individuals generated a list of 107 indicators through online brainstorming which were subsequently sorted by 37 experts from the original panel into non overlapping categories. Forty-one participants rated the indicators for importance and feasibility. Multivariate statistical techniques where used to explore patterns and themes in the data and create the indicators’ organizing framework which was verified and interpreted by a select number of participants.
Globalization and Health (2018) 14:96
Representing between 0.2% to 2% of the population, persons with deafblindness are a very diverse yet hidden group and are, overall, more likely to be poor and unemployed, and with lower educational outcomes. Because deafblindness is less well-known and often misunderstood, people struggle to obtain the right support, and are often excluded from both development and disability programmes. This initial global report on the situation of persons with deafblindness seeks to start a dialogue between international disability rights and development stakeholders, and is based on research undertaken by the World Federation of the Deafblind (WFDB) combining the largest population-based analysis of persons with deafblindness conducted to date (disaggregation of 22 population-based surveys from low, middle and high-income countries), an academic literature review, two surveys conducted among members and partners of WFDB and Sense International. Women and men with deafblindness from across the world took part in the Helen Keller World Conference in June 2018, and were consulted to confirm the findings and elaborate on the recommendations for this report.
Data and discussion are presented on people with deafblindess and: inequality; poverty; work; education; health; participation on political and public life; and social life. Datasets are included.
Between 2015 and 2017, Plan International Mozambique worked together with communities supporting 106 preschools in rural Mozambique. In late 2016, an approach was piloted in 18 community-based preschools to support them to be disability-inclusive. The overall goal was to increase the number of children with disabilities enrolled in Early Childhood Care and Education (ECCE) centres delivering quality early learning opportunities. The pilot took place over a 12 month period. Summarised findings about the current status of inclusion in preschool programmes run by Plan International Mozambique, case studies and lessons learned about the inclusion of children with disabilities in these programmes are provided.
They describe five aspects that need to be considered to remove barriers and ensure that children with disabilities can access and benefit from early childhood education:
1. Work directly with the parents of children with disabilities
2. Address individual physical and medical needs of children with disabilities
3. Build the skills and confidence of caretakers
4. Equip and build a strong implementing team
5. Build evidence on what is happening and what (doesn’t) work
This ‘policy brief’ outlines findings on Assistive technology and Products (AP) needs, unmet needs and access patterns arising the Rapid Assessment of Disability (RAD) study conducted in 2016 and 2017, in partnership between the Bangladesh Bureau of Statistics (BBS) and Humanity & Inclusion (HI) Bangladesh, with technical oversight from the Nossal Institute for Global Health, University of Melbourne, Australia. The study was part of the HI project: Towards Global Health: Strengthening the Rehabilitation Sector through Civil Society funded by the European Union. Findings from the 4254 adults surveyed in the two districts are reported here.
The purpose of this component of the RAD study was to learn about the usage of AP, characteristics of AP users, barriers to use of AP, unmet and met needs of AP, and to highlight major policy implications for AP service provision, in two target areas of Kurigram and Narsingdi. The survey includes an adapted version of Washington Group (WG) ‘short set’ of Disability Questions. A modified version of the WHO’s draft Assistive Technology Assessment Tool (needs module) – or the ‘ATA-needs’, was also implemented. Findings from this study also helped modify and improve the draft ATA-needs tool
The Disability Data Portal provides a snapshot of the data globally available on people with disabilities in 40 countries. The portal also identifies where there are gaps in the current body of data.
The portal was designed for the Global Disability Summit, held on 24 July 2018, and focusses on data relating to four thematic areas: inclusive education, stigma and discrimination, technology and innovation, and economic empowerment.
The portal presents key development indicators relevant to the Summit themes, mostly drawn from the Sustainable Development Goals (SDGs), along with others relevant to the UN Convention on the Rights of Persons with Disabilities (CRPD)
Humanity & Inclusion (HI) and iMMAP conducted a study concerned with the lack of disability data in the Syria crisis context, which aimed to:
- Provide statistically reliable prevalence of disability as well as disability disaggregated data indicators on access to services.
- Increase understanding of the situation of Syrian refugees with disabilities and their households, compared to their peers without disabilities, in relation to the access to services including education, and key barriers experienced in accessing these services.
- Recommend inclusive actions to be prioritized by humanitarian actors.
The study conducted a literature review, quantitative data collection as well as qualitative data collection. Quantitative data was collected from 2,495 persons of randomly sampled 506 households in the urban setting in Bar Elias as well as Informal Tented Settlements (ITS) in Bar Elias and Arsal in December 2017. Fourteen Key Informant Interviews (KII) were also conducted in December 2017 to elicit deeper insights on the educational situation of children with and without disabilities.
Persons with a disability are among the population groups most likely to suffer from exclusion from education but data that permit an analysis of the links between disability and education remain scarce. This paper examines educational disparities linked to disability based on data from 49 countries and territories for five education indicators:
● Proportion of 15- to 29-year-olds who ever attended school
● Out-of-school rate (primary school age, lower secondary school age)
● Completion rate (primary education, lower secondary education)
● Mean years of schooling of the population 25 years and older
● Adult literacy rate (population 15 years and older)
The education indicators were calculated with data from three sources, collected between 2005 and 2015: Demographic and Health Surveys (DHS) sponsored by USAID, School-to-Work Transition Surveys (SWTS) by ILO, and population census data compiled by IPUMS-International. Comparability of the data across countries is limited because only some of the surveys and censuses used questions developed by the Washington Group on Disability Statistics to identify persons with a disability. The accuracy of the indicator estimates is also affected by sampling and non-sampling errors in the data, the small sample size of many of the surveys that were analysed, and the relatively small proportion of persons with disabilities in each country’s population. Moreover, because of the scarcity of national data, it is currently not possible to generate statistics on the status of persons with disabilities with regard to education that are regionally or globally representative.
Information Paper No.49
This short report summarises discussions during a meeting concerning what is known about violence against women with disabilities and the evidence gaps, with a focus on Asia and the Pacific. It includes a brief overview of the current situation and suggested ways forward for researchers, the kNOwVAWdata initiative and other regional and global initiatives to measure prevalence of violence against women with disabilities, and for relevant regional and national institutions
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.
- 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
Source e-bulletin on Disability and Inclusion