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METHODOLOGY
Ferrinho P; Valli A; Groeneveld T; Buch E; Coetzee D. The effects of cluster
sampling in an African urban setting. Central African Journal of Medicine,
1992 Aug, 38(8):324-30.
Abstract: Cluster sampling was
popularised by the sampling procedure promoted by the WHO/UNICEF for the
evaluation of the expanded programme of immunisation (EPI). Without a clear
understanding of the limitations of the sampling strategy used, this sampling
strategy has been extended to other types of surveys. This article shows how to
approach the assessment of cluster sampling techniques scientifically by
calculating design effects (DEFFs) and rates of homogeneity (roh) and
illustrates this scientific assessment with three case studies from Alexandra in
South Africa. We report on the DEFFs and rohs for variables studied in these
surveys. The DEFF for all the variables relating to housing tended to exceed two
and was as high as 6.99 for the variable new development. The variables relating
to health service utilisation and health practices, namely immunisation status,
nutrition status, presence of Road to Health Cards (RTDCs), breast-feeding and
knowledge of diarrhoea and oral rehydration all had a DEFF close to one. The
variables relating to contraception use, literacy and schooling had DEFFs close
to one and a half. For a few variables the DEFFs were below one and the rates of
homogeneity less than zero. The highest values of roh were for environment
factors (all above 0.1433). Rohs for factors related to utilization of PHC
services were mostly between 0.0200 and 0.0499. No single class of factors
seemed to be related to very low values of roh. These results are then
discussed.
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