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Geographic location represents an ecological measure of HIV status and is a strong predictor of HIV prevalence. Given the complex nature of location effects, there is limited understanding of their impact on policies to reduce HIV prevalence.

Millennium development goal 6 and HIV infection in Zambia: what can we learn from successive household surveys?