IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i17p9213-d626825.html
   My bibliography  Save this article

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

Author

Listed:
  • Islay Mactaggart

    (International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK)

  • Ammar Hasan Bek

    (Relief International, Istanbul 34087, Turkey)

  • Lena Morgon Banks

    (International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK)

  • Tess Bright

    (International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK)

  • 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)

  • Shailes Neupane

    (Valley Research Group, Kathmandu 44600, Nepal)

  • GVS Murthy

    (Indian Institute of Public Health, Hyderabad 122002, India)

  • Ahmed Orucu

    (Mülteciler Derneği, Istanbul 34930, Turkey)

  • 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)

  • Andrea Patterson

    (Relief International, Istanbul 34087, Turkey)

  • Sarah Polack

    (International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK)

  • Hannah Kuper

    (International Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK)

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.

Suggested Citation

  • Islay Mactaggart & Ammar Hasan Bek & Lena Morgon Banks & Tess Bright & Carlos Dionicio & Shaffa Hameed & Shailes Neupane & GVS Murthy & Ahmed Orucu & Joseph Oye & Jonathan Naber & Tom Shakespeare & An, 2021. "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 ," IJERPH, MDPI, vol. 18(17), pages 1-14, August.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:17:p:9213-:d:626825
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/17/9213/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/17/9213/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lumley, Thomas, 2004. "Analysis of Complex Survey Samples," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 9(i08).
    2. Lena Morgon Banks & Matthew Walsham & Shailes Neupane & Saurav Neupane & Yogendra Pradhananga & Mahesh Maharjan & Karl Blanchet & Hannah Kuper, 2019. "Access to Social Protection Among People with Disabilities: Mixed Methods Research from Tanahun, Nepal," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 929-956, September.
    3. Lena Morgon Banks & Shaffa Hameed & Sofoora Kawsar Usman & Hannah Kuper, 2020. "No One Left Behind? Comparing Poverty and Deprivation between People with and without Disabilities in the Maldives," Sustainability, MDPI, vol. 12(5), pages 1-13, March.
    4. Lena M. Banks & Matthew Walsham & Hoang Van Minh & Doan Thi Thuy Duong & Tran Thu Ngan & Vu Quynh Mai & Karl Blanchet & Hannah Kuper, 2019. "Access to social protection among people with disabilities: Evidence from Viet Nam," International Social Security Review, John Wiley & Sons, vol. 72(1), pages 59-82, January.
    5. Todorov, A. & Kirchner, C., 2000. "Bias in proxies' reports of disability: Data from the National Health Interview Survey on disability," American Journal of Public Health, American Public Health Association, vol. 90(8), pages 1248-1253.
    6. Connell, Janice & O'Cathain, Alicia & Brazier, John, 2014. "Measuring quality of life in mental health: Are we asking the right questions?," Social Science & Medicine, Elsevier, vol. 120(C), pages 12-20.
    7. Ashrita Saran & Howard White & Hannah Kuper, 2020. "Evidence and gap map of studies assessing the effectiveness of interventions for people with disabilities in low‐and middle‐income countries," Campbell Systematic Reviews, John Wiley & Sons, vol. 16(1), March.
    8. Josephine E. Prynn & Sarah Polack & Islay Mactaggart & Lena Morgon Banks & Shaffa Hameed & Carlos Dionicio & Shailes Neupane & GVS Murthy & Joseph Oye & Jonathan Naber & Hannah Kuper, 2021. "Disability among Older People: Analysis of Data from Disability Surveys in Six Low- and Middle-Income Countries," IJERPH, MDPI, vol. 18(13), pages 1-13, June.
    9. Carla Sabariego & Cornelia Oberhauser & Aleksandra Posarac & Jerome Bickenbach & Nenad Kostanjsek & Somnath Chatterji & Alana Officer & Michaela Coenen & Lay Chhan & Alarcos Cieza, 2015. "Measuring Disability: Comparing the Impact of Two Data Collection Approaches on Disability Rates," IJERPH, MDPI, vol. 12(9), pages 1-23, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Josephine E. Prynn & Sarah Polack & Islay Mactaggart & Lena Morgon Banks & Shaffa Hameed & Carlos Dionicio & Shailes Neupane & GVS Murthy & Joseph Oye & Jonathan Naber & Hannah Kuper, 2021. "Disability among Older People: Analysis of Data from Disability Surveys in Six Low- and Middle-Income Countries," IJERPH, MDPI, vol. 18(13), pages 1-13, June.
    2. Hannah Kuper & Calum Davey & Lena Morgon Banks & Tom Shakespeare, 2020. "Trials and Tribulations of Collecting Evidence on Effectiveness in Disability-Inclusive Development: A Narrative Review," Sustainability, MDPI, vol. 12(18), pages 1-11, September.
    3. Naomi Hlongwane & Lieketseng Ned & Emma McKinney & Vic McKinney & Leslie Swartz, 2022. "Experiences of Organisations of (or That Serve) Persons with Disabilities during the COVID-19 Pandemic and National Lockdown Period in South Africa," IJERPH, MDPI, vol. 19(19), pages 1-16, October.
    4. Reshma Parvin Nuri & Setareh Ghahari & Heather Michelle Aldersey & Ahmed Shafiqul Huque, 2020. "Exploring access to government-led support for children with disabilities in Bangladesh," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-18, July.
    5. Maciej Berk{e}sewicz & Herman Cherniaiev & Robert Pater, 2021. "Estimating the number of entities with vacancies using administrative and online data," Papers 2106.03263, arXiv.org.
    6. J. Michael Brick & Michael E. Jones, 2008. "Propensity to respond and nonresponse bias," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1), pages 51-73.
    7. Eun Jung Kim & Inhan Kim & Mi Jeong Kim, 2020. "The Impact of Workplace Disability Facilities on Job Retention Wishes among People with Physical Disabilities in South Korea," Sustainability, MDPI, vol. 12(18), pages 1-13, September.
    8. Schwarzinger, Michaël & Carrat, Fabrice & Luchini, Stéphane, 2009. ""If you have the flu symptoms, your asymptomatic spouse may better answer the willingness-to-pay question": Evidence from a double-bounded dichotomous choice model with heterogeneous anchori," Journal of Health Economics, Elsevier, vol. 28(4), pages 873-884, July.
    9. Jacques Muthusi & Samuel Mwalili & Peter Young, 2019. "%svy_logistic_regression: A generic SAS macro for simple and multiple logistic regression and creating quality publication-ready tables using survey or non-survey data," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-14, September.
    10. Syeda Kashfee Ahmed & David Jeffries & Anannya Chakraborty & Toby Carslake & Petra Lietz & Budiarti Rahayu & David Armstrong & Amit Kaushik & Kris Sundarsagar, 2022. "Teacher professional development for disability inclusion in low‐ and middle‐income Asia‐Pacific countries: An evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(4), December.
    11. Howard White & Bianca Albers & Marie Gaarder & Hege Kornør & Julia Littell & Zack Marshall & Christine Mathew & Terri Pigott & Birte Snilstveit & Hugh Waddington & Vivian Welch, 2020. "Guidance for producing a Campbell evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 16(4), December.
    12. Jonathan Wakefield & Taylor Okonek & Jon Pedersen, 2020. "Small Area Estimation for Disease Prevalence Mapping," International Statistical Review, International Statistical Institute, vol. 88(2), pages 398-418, August.
    13. Fenton, Alex, 2013. "Small-area measures of income poverty," LSE Research Online Documents on Economics 58053, London School of Economics and Political Science, LSE Library.
    14. repec:cep:sticas:/173 is not listed on IDEAS
    15. Mei‐Chih Meg Tseng & Yi‐Ping Lin & Fu‐Chang Hu & Tsun‐Jen Cheng, 2013. "Risks Perception of Electromagnetic Fields in Taiwan: The Influence of Psychopathology and the Degree of Sensitivity to Electromagnetic Fields," Risk Analysis, John Wiley & Sons, vol. 33(11), pages 2002-2012, November.
    16. Raphael Nishimura & James Wagner & Michael Elliott, 2016. "Alternative Indicators for the Risk of Non-response Bias: A Simulation Study," International Statistical Review, International Statistical Institute, vol. 84(1), pages 43-62, April.
    17. Jennifer H. Madans & Daniel Mont & Mitchell Loeb, 2015. "Comments on Sabariego et al . Measuring Disability: Comparing the Impact of Two Data Collection Approaches on Disability Rates. Int. J. Environ. Res. Public Health , 2015, 12 , 10329–10351," IJERPH, MDPI, vol. 13(1), pages 1-3, December.
    18. Camelia Herman & Colleen M. Leonard & Perpetua Uhomoibhi & Mark Maire & Delynn Moss & Uwem Inyang & Ado Abubakar & Abiodun Ogunniyi & Nwando Mba & Stacie M. Greby & McPaul I. Okoye & Nnaemeka C. Iriem, 2023. "Non-falciparum malaria infection and IgG seroprevalence among children under 15 years in Nigeria, 2018," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    19. Elijah O. Onsomu & DaKysha Moore & Benta A. Abuya & Peggy Valentine & Vanessa Duren-Winfield, 2013. "Importance of the Media in Scaling-Up HIV Testing in Kenya," SAGE Open, , vol. 3(3), pages 21582440134, July.
    20. Vinas-Forcade, Jennifer & Seijas, María Noé, 2021. "To teach or not to teach: Negative selection into the teaching profession in Uruguay," International Journal of Educational Development, Elsevier, vol. 84(C).
    21. Zhongqi Fan & Amy M. Yang & Marcus Lehr & Ana B. Ronan & Ryan B. Simpson & Kimberly H. Nguyen & Elena N. Naumova & Naglaa H. El-Abbadi, 2024. "Food Insecurity across Age Groups in the United States during the COVID-19 Pandemic," IJERPH, MDPI, vol. 21(8), pages 1-19, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:17:p:9213-:d:626825. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.