title: A world malaria map: Plasmodium falciparum endemicity in 2007.
abstract: BACKGROUND
  Efficient allocation of resources to intervene against malaria requires a detailed understanding of the contemporary spatial distribution of malaria risk. It is exactly 40 y since the last global map of malaria endemicity was published. This paper describes the generation of a new world map of Plasmodium falciparum malaria endemicity for the year 2007.
  
  
  RESULTS
  A total of 8,938 P. falciparum parasite rate (PfPR) surveys were identified using a variety of exhaustive search strategies. Of these, 7,953 passed strict data fidelity tests for inclusion into a global database of PfPR data, age-standardized to 2-10 y for endemicity mapping. A model-based geostatistical procedure was used to create a continuous surface of malaria endemicity within previously defined stable spatial limits of P. falciparum transmission. These procedures were implemented within a Bayesian statistical framework so that the uncertainty of these predictions could be evaluated robustly. The uncertainty was expressed as the probability of predicting correctly one of three endemicity classes; previously stratified to be an informative guide for malaria control. Population at risk estimates, adjusted for the transmission modifying effects of urbanization in Africa, were then derived with reference to human population surfaces in 2007. Of the 1.38 billion people at risk of stable P. falciparum malaria, 0.69 billion were found in Central and South East Asia (CSE Asia), 0.66 billion in Africa, Yemen, and Saudi Arabia (Africa+), and 0.04 billion in the Americas. All those exposed to stable risk in the Americas were in the lowest endemicity class (PfPR2-10 < or = 5%). The vast majority (88%) of those living under stable risk in CSE Asia were also in this low endemicity class; a small remainder (11%) were in the intermediate endemicity class (PfPR2-10 > 5 to < 40%); and the remaining fraction (1%) in high endemicity (PfPR2-10 > or = 40%) areas. High endemicity was widespread in the Africa+ region, where 0.35 billion people are at this level of risk. Most of the rest live at intermediate risk (0.20 billion), with a smaller number (0.11 billion) at low stable risk.
  
  
  CONCLUSIONS
  High levels of P. falciparum malaria endemicity are common in Africa. Uniformly low endemic levels are found in the Americas. Low endemicity is also widespread in CSE Asia, but pockets of intermediate and very rarely high transmission remain. There are therefore significant opportunities for malaria control in Africa and for malaria elimination elsewhere. This 2007 global P. falciparum malaria endemicity map is the first of a series with which it will be possible to monitor and evaluate the progress of this intervention process.
authors.affiliation: Malaria Public Health and Epidemiology Group, Centre for Geographic Medicine, Kenya Medical Research Institute-University of Oxford-Wellcome TrustCollaborative Programme, Nairobi, Kenya. simon.hay@zoo.ox.ac.uk
authors.forename: Simon I
authors.initials: SI
authors.lastname: Hay
authors.forename: Carlos A
authors.initials: CA
authors.lastname: Guerra
authors.forename: Peter W
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authors.forename: Anand P
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authors.lastname: Patil
authors.forename: Andrew J
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authors.forename: Abdisalan M
authors.initials: AM
authors.lastname: Noor
authors.forename: Caroline W
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authors.lastname: Kabaria
authors.forename: Bui H
authors.initials: BH
authors.lastname: Manh
authors.forename: Iqbal R F
authors.initials: IR
authors.lastname: Elyazar
authors.forename: Simon
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authors.lastname: Brooker
authors.forename: David L
authors.initials: DL
authors.lastname: Smith
authors.forename: Rana A
authors.initials: RA
authors.lastname: Moyeed
authors.forename: Robert W
authors.initials: RW
authors.lastname: Snow