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Qiu N, Jiang Y, Sun Z, Du M. The impact of disability-related deprivation on employment opportunity at the neighborhood level: does family socioeconomic status matter? Front Public Health 2023; 11:1232829. [PMID: 37621604 PMCID: PMC10445173 DOI: 10.3389/fpubh.2023.1232829] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 07/18/2023] [Indexed: 08/26/2023] Open
Abstract
Introduction Difficulties in attaining employment significantly contribute to socioeconomic poverty among individuals with disabilities. However, our understanding of how socioeconomic deprivation experienced by individuals and families with disabilities influences employment opportunities remains incomplete. This study aims to explore the relationship between index of disability-related multiple deprivation (IDMD) and employment opportunities (EMPO), while also investigating the role of family socioeconomic status (FSES) in shaping this relation. Methods This study explores the heterogeneous effects of IDMD, FSES, and the interaction between IDMD*FSES on EMPO among four disabled population groups categorized by IDMD and FSES. Results Results reveal that IDMD has a significant negative impact on EMPO, suggesting that persons with disabilities are confronted with a poverty trap resulting from the relationship between IDMD and EMPO. Furthermore, FSES demonstrates an effective moderating role in the IDMD-EMPO relationship, with the greatest impact observed among disabled population groups characterized by high IDMD and low FSES. Discussion The findings suggest that family-level support is crucial for vulnerable groups of disabled individuals to overcome the poverty trap, surpassing the reliance on individual-level assistance alone. This study supports a paradigm shift in comprehending disability-related deprivation by acknowledging its association with families, thereby presenting opportunities to enhance the welfare of people with disabilities.
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Affiliation(s)
- Ning Qiu
- School of Architecture and Urban Planning, Shandong Jianzhu University, Jinan, China
| | - Yuxiao Jiang
- Department of Architecture and Civil Engineering, City University of Hong Kong, Kowloon, Hong Kong SAR, China
- School of Architecture, Tianjin University, Tianjin, China
| | - Zongyao Sun
- School of Architecture, Tianjin University, Tianjin, China
| | - Mengbing Du
- School of Political Science & Public Administration, Wuhan University, Wuhan, China
- Local Government Public Service Innovation Research Center, Wuhan University, Wuhan, China
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Banks LM, O’Fallon T, Hameed S, Usman SK, Polack S, Kuper H. Disability and the achievement of Universal Health Coverage in the Maldives. PLoS One 2022; 17:e0278292. [PMID: 36542614 PMCID: PMC9770361 DOI: 10.1371/journal.pone.0278292] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 11/14/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To assess access to general and disability-related health care among people with disabilities in the Maldives. METHODS This study uses data from a case-control study (n = 711) nested within a population-based, nationally representative survey to compare health status and access to general healthcare amongst people with and without disabilities. Cases and controls were matched by gender, location and age. Unmet need for disability-related healthcare is also assessed. Multivariate regression was used for comparisons between people with and without disabilities. RESULTS People with disabilities had poorer levels of health compared to people without disabilities, including poorer self-rated health, increased likelihood of having a chronic condition and of having had a serious health event in the previous 12 months. Although most people with and without disabilities sought care when needed, people with disabilities were much more likely to report difficulties when routinely accessing healthcare services compared to people without disabilities. Additionally, 24% of people with disabilities reported an unmet need for disability-related healthcare, which was highest amongst people with hearing, communication and cognitive difficulties, as well as amongst older adults and people living in the lowest income per capita quartile. Median healthcare spending in the past month was modest for people with and without disabilities. However, people with disabilities appear to have high episodic healthcare costs, such as for disability-related healthcare and when experiencing a serious health event. CONCLUSIONS This study found evidence that people with disabilities experience unmet needs for both disability-related and general healthcare. There is therefore evidence that people with disabilities in the Maldives are falling behind in core components relevant to UHC: availability of all services needed, and quality and affordability of healthcare.
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Affiliation(s)
- Lena Morgon Banks
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Timothy O’Fallon
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Shaffa Hameed
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | | | - Sarah Polack
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Hannah Kuper
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, United Kingdom
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Banks LM, Liu J, Kielland A, Tahirou AB, Harouna AKS, Mactaggart I, Dybdahl R, Mounkaila DF, Grønningsæter A. Childhood disability in rural Niger: a population-based assessment using the Key Informant Method. BMC Pediatr 2022; 22:170. [PMID: 35361177 PMCID: PMC8969242 DOI: 10.1186/s12887-022-03226-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 03/10/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Data on childhood disability is essential for planning health, education and other services. However, information is lacking in many low- and middle-income countries, including Niger. This study uses the Key Informant Method, an innovative and cost-effective strategy for generating population-based estimates of childhood disability, to estimate the prevalence and causes of moderate/severe impairments and disabling health conditions in children of school-going age (7-16 years) in the Kollo department of western Niger. METHODS Community-based key informants were trained to identify children who were suspected of having the impairment types/health conditions included in this study. Children identified by key informants were visited by paediatricians and underwent an assessment for moderate/severe vision, hearing, physical and intellectual impairments, as well as epilepsy, albinism and emotional distress. RESULTS Two thousand, five hundred sixty-one children were identified by key informants, of whom 2191 were visited by paediatricians (response rate = 85.6%). Overall, 597 children were determined to have an impairment/health condition, giving a prevalence of disability of 11.4 per 1000 children (10.6- 12.2). Intellectual impairment was most common (6.5 per 1000), followed by physical (4.9 per 1000) and hearing impairments (4.7 per 1000). Many children had never sought medical attention for their impairment/health condition, with health seeking ranging from 40.0% of children with visual impairment to 67.2% for children with physical impairments. CONCLUSION The Key Informant Method enabled the identification of a large number of children with disabling impairments and health conditions in rural Niger, many of whom have unmet needs for health and other services.
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Affiliation(s)
- Lena Morgon Banks
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, UK.
| | | | | | - Ali Bako Tahirou
- Laboratoire d'Études Et de Recherche Sur Les Dynamiques Sociales Et Le Développement Local (LASDEL), Niamey, Niger
| | - Abdoul Karim Seydou Harouna
- Laboratoire d'Études Et de Recherche Sur Les Dynamiques Sociales Et Le Développement Local (LASDEL), Niamey, Niger
| | - Islay Mactaggart
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, UK
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Mactaggart I, Hasan Bek A, Banks LM, Bright T, Dionicio C, Hameed S, Neupane S, Murthy GVS, Orucu A, Oye J, Naber J, Shakespeare T, Patterson A, Polack S, Kuper H. Interrogating and Reflecting on Disability Prevalence Data Collected Using the Washington Group Tools: Results from Population-Based Surveys in Cameroon, Guatemala, India, Maldives, Nepal, Turkey and Vanuatu. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:9213. [PMID: 34501803 PMCID: PMC8431177 DOI: 10.3390/ijerph18179213] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/24/2021] [Accepted: 08/26/2021] [Indexed: 11/16/2022]
Abstract
The Washington Group (WG) tools capture self-reported functional limitations, ranging from 6 domains in the Short Set (SS) to 11 in the Extended Set (ESF). Prevalence estimates can vary considerably on account of differences between modules and the different applications of them. We compare prevalence estimates by WG module, threshold, application and domain to explore these nuances and consider whether alternative combinations of questions may be valuable in reduced sets. We conducted secondary analyses of seven population-based surveys (analyses restricted to adults 18+) in Low- and Middle-Income Countries that used the WG tools. The prevalence estimates using the SS standard threshold (a lot of difficulty or higher in one or more domain) varied between 3.2% (95% Confidence Interval 2.9-3.6) in Vanuatu to 14.1% (12.2-16.2) in Turkey. The prevalence was higher using the ESF than the SS, and much higher (5 to 10-fold) using a wider threshold of "some" or greater difficulty. Two of the SS domains (communication, self-care) identified few additional individuals with functional limitations. An alternative SS replacing these domains with the psychosocial domains of anxiety and depression would identify more participants with functional limitations for the same number of items. The WG tools are valuable for collecting harmonised population data on disability. It is important that the impact on prevalence of use of different modules, thresholds and applications is recognised. An alternative SS may capture a greater proportion of people with functional domains without increasing the number of items.
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Affiliation(s)
- Islay Mactaggart
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
| | - Ammar Hasan Bek
- Relief International, Istanbul 34087, Turkey; (A.H.B.); (A.P.)
| | - Lena Morgon Banks
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
| | - Tess Bright
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
| | - Carlos Dionicio
- Center for Research in Indigenous Health, Wuqu’ Kawoq, Maya Health Alliance 2a Avenida 3-48 Zona 3, Barrio Patacabaj, Tecpán, Chimaltenango 4001, Guatemala;
| | - Shaffa Hameed
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
| | | | - GVS Murthy
- Indian Institute of Public Health, Hyderabad 122002, India;
| | | | - Joseph Oye
- Sightsavers Cameroon, Yaounde P.O. Box 4484, Cameroon;
| | - Jonathan Naber
- Range of Motion Project, P.O. Box 100915, Denver, CO 80250, USA;
| | - Tom Shakespeare
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
| | | | - Sarah Polack
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
| | - Hannah Kuper
- International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK; (L.M.B.); (T.B.); (S.H.); (T.S.); (S.P.); (H.K.)
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Prynn JE, Polack S, Mactaggart I, Banks LM, Hameed S, Dionicio C, Neupane S, Murthy GVS, Oye J, Naber J, Kuper H. Disability among Older People: Analysis of Data from Disability Surveys in Six Low- and Middle-Income Countries. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18136962. [PMID: 34209792 PMCID: PMC8297350 DOI: 10.3390/ijerph18136962] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/23/2021] [Accepted: 06/23/2021] [Indexed: 11/19/2022]
Abstract
This analysis of surveys from six low- and middle-income countries (LMICs) aimed to (i) estimate the prevalence of disability among older adults and (ii) compare experiences and participation in key life areas among older people with and without disabilities which may show vulnerability during the COVID-19 pandemic. Data were analysed from district-level or national surveys in Cameroon, Guatemala, Haiti, India, Nepal and the Maldives, which across the six databases totalled 3499 participants aged 60 years and above including 691 people with disabilities. Disability was common among adults 60+, ranging from 9.7% (8.0–11.8) in Nepal to 39.2% in India (95% CI 34.1–44.5%). Mobility was the most commonly reported functional difficulty. In each setting, older people with disabilities were significantly less likely to be working and reported greater participation restrictions and environmental barriers in key life areas compared to people in the same age categories without disabilities (p < 0.05). Disability is common in this population, and older people with disabilities may have greater difficulties participating in COVID-19 responses and have high economic vulnerabilities. It is imperative to prioritise the needs of older people with disabilities in the COVID-19 pandemic, including ensuring accessibility of both health services and the community in general.
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Affiliation(s)
- Josephine E. Prynn
- International Centre for Evidence in Disability, Clinical Research Department, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK; (J.E.P.); (I.M.); (L.M.B.); (S.H.); (H.K.)
- UCL Institute of Cardiovascular Science, Gower Street, London WC1E 6BT, UK
| | - Sarah Polack
- International Centre for Evidence in Disability, Clinical Research Department, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK; (J.E.P.); (I.M.); (L.M.B.); (S.H.); (H.K.)
- Correspondence:
| | - Islay Mactaggart
- International Centre for Evidence in Disability, Clinical Research Department, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK; (J.E.P.); (I.M.); (L.M.B.); (S.H.); (H.K.)
| | - Lena Morgon Banks
- International Centre for Evidence in Disability, Clinical Research Department, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK; (J.E.P.); (I.M.); (L.M.B.); (S.H.); (H.K.)
| | - Shaffa Hameed
- International Centre for Evidence in Disability, Clinical Research Department, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK; (J.E.P.); (I.M.); (L.M.B.); (S.H.); (H.K.)
| | - Carlos Dionicio
- National Council on Disability, Guatemala City 01001, Guatemala; (C.D.); (J.N.)
| | | | - GVS Murthy
- Indian Institute of Public Health, Hyderabad 122002, Telangana, India;
| | - Joseph Oye
- Sightsavers Cameroon, Yaoundé, Cameroon;
| | - Jonathan Naber
- National Council on Disability, Guatemala City 01001, Guatemala; (C.D.); (J.N.)
- Range of Motion Project, P.O. Box 100915, Dever, CO 80250, USA
| | - Hannah Kuper
- International Centre for Evidence in Disability, Clinical Research Department, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK; (J.E.P.); (I.M.); (L.M.B.); (S.H.); (H.K.)
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