TY - BOOK AU - Lanjouw,Peter AU - Ivaschenko,Oleksiy AU - Lanjouw,Peter TI - A New Approach To Producing Geographic Profiles of Hiv Prevalence: An Application To Malawi PY - 2010/// CY - Washington, D.C. PB - The World Bank KW - Adult population KW - Disease Control & Prevention KW - Education of women KW - Epidemic KW - Gender KW - Gender and Health KW - Health KW - Hiv KW - HIV AIDS KW - Household surveys KW - Human development KW - National aids KW - National level KW - National population KW - Nutrition and Population KW - Place of residence KW - Policy KW - Policy makers KW - Policy research KW - Policy research working paper KW - Population Policies KW - Pregnant women KW - Progress KW - Rural areas KW - Science and Technology Development KW - Scientific Research & Science Parks KW - Unprotected sex KW - Urban areas KW - Woman N2 - Sub-national estimates of HIV prevalence can inform the design of policy responses to the HIV epidemic. Such responses also benefit from a better understanding of the correlates of HIV status, including the association between HIV and geographical characteristics of localities. In recent years, several countries in Africa have implemented household surveys (such as Demographic and Health Surveys) that include HIV testing of the adult population, providing estimates of HIV prevalence rates at the sub-national level. These surveys are known to suffer from non-response bias, but are nonetheless thought to represent a marked improvement over alternatives such as sentinel surveys. At present, however, most countries are not in a position to regularly field such household surveys. This paper proposes a new approach to the estimation of HIV prevalence for relatively small geographic areas in settings where national population-based surveys of prevalence are not available. The proposed approach aims to overcome some of the difficulties with prevailing methods of deriving HIV prevalence estimates (at both national and sub-national levels) directly from sentinel surveys. The paper also outlines some of the limitations of the proposed approach UR - http://elibrary.worldbank.org/doi/book/10.1596/1813-9450-5207 ER -