Journal
JOURNAL OF SURVEY STATISTICS AND METHODOLOGY
Volume 9, Issue 2, Pages 335-351Publisher
OXFORD UNIV PRESS INC
DOI: 10.1093/jssam/smaa041
Keywords
DHS; Disability; Propensity score weighting; Proxy reports
Funding
- United States Agency for International Development (USAID) through The DHS Program [720-OAA-18C00083]
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This study found differences in disability reports between proxy reports and self-reports in Demographic and Health Surveys conducted in Uganda, South Africa, and Mali, with proxies potentially causing overestimations or underestimations of certain disabilities, especially those that require one-to-one help or have a direct impact on communication.
This article examines the presence, direction, and magnitude of differences between proxy reports and self-reports of disability among adults aged fifteen to fifty-nine years and elderly individuals aged sixty years and older in Demographic and Health Surveys conducted in Uganda, South Africa, and Mali. We use the propensity score weighted multivariate logistic regression to balance the weighted distributions of the covariates between self-reports and proxy reports. Disabilities that have an immediate effect on the communication with others or that require one-to-one help are likely to be over-reported by proxies or under-reported if proxies are not used, especially among the elderly aged sixty years and older. Disabilities that are not observable might be under-reported by proxies.
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