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A World Malaria Map: Plasmodium falciparum Endemicity in 2007

Author

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  • Simon I Hay
  • Carlos A Guerra
  • Peter W Gething
  • Anand P Patil
  • Andrew J Tatem
  • Abdisalan M Noor
  • Caroline W Kabaria
  • Bui H Manh
  • Iqbal R F Elyazar
  • Simon Brooker
  • David L Smith
  • Rana A Moyeed
  • Robert W Snow

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. Methods and Findings: 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 ≤ 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

Suggested Citation

  • Simon I Hay & Carlos A Guerra & Peter W Gething & Anand P Patil & Andrew J Tatem & Abdisalan M Noor & Caroline W Kabaria & Bui H Manh & Iqbal R F Elyazar & Simon Brooker & David L Smith & Rana A Moyee, 2009. "A World Malaria Map: Plasmodium falciparum Endemicity in 2007," PLOS Medicine, Public Library of Science, vol. 6(3), pages 1-17, March.
  • Handle: RePEc:plo:pmed00:1000048
    DOI: 10.1371/journal.pmed.1000048
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    1. Peter W Gething & Anand P Patil & Simon I Hay, 2010. "Quantifying Aggregated Uncertainty in Plasmodium falciparum Malaria Prevalence and Populations at Risk via Efficient Space-Time Geostatistical Joint Simulation," PLOS Computational Biology, Public Library of Science, vol. 6(4), pages 1-12, April.
    2. Newhouse David, 2020. "Discussion of “Small area estimation: its evolution in five decades”, by Malay Ghosh," Statistics in Transition New Series, Polish Statistical Association, vol. 21(4), pages 45-50, August.
    3. Edmund I. Yamba & Adrian M. Tompkins & Andreas H. Fink & Volker Ermert & Mbouna D. Amelie & Leonard K. Amekudzi & Olivier J. T. Briët, 2020. "Monthly Entomological Inoculation Rate Data for Studying the Seasonality of Malaria Transmission in Africa," Data, MDPI, vol. 5(2), pages 1-17, March.
    4. Gabriel Picone & Robyn Kibler & Bénédicte H. Apouey, 2017. "Malaria Prevalence, Indoor Residual Spraying, and Insecticide Treated Net Usage in Sub-Saharan Africa," Journal of African Development, African Finance and Economic Association (AFEA), vol. 19(2), pages 19-32.
    5. Zhongqiang Bai & Juanle Wang & Mingming Wang & Mengxu Gao & Jiulin Sun, 2018. "Accuracy Assessment of Multi-Source Gridded Population Distribution Datasets in China," Sustainability, MDPI, vol. 10(5), pages 1-15, April.
    6. Zhoupeng Ren & Duoquan Wang & Jimee Hwang & Adam Bennett & Hugh J W Sturrock & Aimin Ma & Jixia Huang & Zhigui Xia & Xinyu Feng & Jinfeng Wang, 2015. "Spatial-Temporal Variation and Primary Ecological Drivers of Anopheles sinensis Human Biting Rates in Malaria Epidemic-Prone Regions of China," PLOS ONE, Public Library of Science, vol. 10(1), pages 1-17, January.
    7. Persson, Torsten & Strömberg, David & Kudamatsu, Masayuki, 2012. "Weather and Infant Mortality in Africa," CEPR Discussion Papers 9222, C.E.P.R. Discussion Papers.
    8. Yoko Akachi & Rifat Atun, 2011. "Effect of Investment in Malaria Control on Child Mortality in Sub-Saharan Africa in 2002–2008," PLOS ONE, Public Library of Science, vol. 6(6), pages 1-12, June.
    9. Florence Burté & Biobele J Brown & Adebola E Orimadegun & Wasiu A Ajetunmobi & Francesca Battaglia & Barry K Ely & Nathaniel K Afolabi & Dimitrios Athanasakis & Francis Akinkunmi & Olayinka Kowobari &, 2012. "Severe Childhood Malaria Syndromes Defined by Plasma Proteome Profiles," PLOS ONE, Public Library of Science, vol. 7(12), pages 1-11, December.
    10. Jensen, Henning Tarp & Keogh-Brown, Marcus & Smith, Richard & Bretcher, Michael & Chico, Matthew, 2013. "Malaria in Ghana: Integrated Macroeconomic and Epidemiological-Demographic Impact Assessment," Conference papers 332397, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    11. Muhammad Farooq Umer & Shumaila Zofeen & Abdul Majeed & Wenbiao Hu & Xin Qi & Guihua Zhuang, 2018. "Spatiotemporal Clustering Analysis of Malaria Infection in Pakistan," IJERPH, MDPI, vol. 15(6), pages 1-15, June.
    12. Barofsky, Jeremy & Anekwe, Tobenna D. & Chase, Claire, 2015. "Malaria eradication and economic outcomes in sub-Saharan Africa: Evidence from Uganda," Journal of Health Economics, Elsevier, vol. 44(C), pages 118-136.
    13. Volker Ermert & Andreas Fink & Heiko Paeth, 2013. "The potential effects of climate change on malaria transmission in Africa using bias-corrected regionalised climate projections and a simple malaria seasonality model," Climatic Change, Springer, vol. 120(4), pages 741-754, October.
    14. Venkataramani, Atheendar S., 2012. "Early life exposure to malaria and cognition in adulthood: Evidence from Mexico," Journal of Health Economics, Elsevier, vol. 31(5), pages 767-780.
    15. Lorenzo Cáceres Carrera & Carlos Victoria & Jose L Ramirez & Carmela Jackman & José E Calzada & Rolando Torres, 2019. "Study of the epidemiological behavior of malaria in the Darien Region, Panama. 2015–2017," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-30, November.
    16. Peter J. Diggle & Emanuele Giorgi, 2016. "Model-Based Geostatistics for Prevalence Mapping in Low-Resource Settings," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(515), pages 1096-1120, July.
    17. Corentin M Barbu & Andrew Hong & Jennifer M Manne & Dylan S Small & Javier E Quintanilla Calderón & Karthik Sethuraman & Víctor Quispe-Machaca & Jenny Ancca-Juárez & Juan G Cornejo del Carpio & Fernan, 2013. "The Effects of City Streets on an Urban Disease Vector," PLOS Computational Biology, Public Library of Science, vol. 9(1), pages 1-9, January.
    18. John D O’Brien & Zamin Iqbal & Jason Wendler & Lucas Amenga-Etego, 2016. "Inferring Strain Mixture within Clinical Plasmodium falciparum Isolates from Genomic Sequence Data," PLOS Computational Biology, Public Library of Science, vol. 12(6), pages 1-20, June.
    19. Gabriel Picone & Robyn Kibler & Benedicte Apouey, 2013. "Individuals� Preventive Behavioral Response to Changes in Malaria Risks and Government Interventions: Evidence from six African countries," Working Papers 0313, University of South Florida, Department of Economics.
    20. Stefanos Georganos & Oscar Brousse & Sébastien Dujardin & Catherine Linard & Daniel Casey & Marco Milliones & Benoit Parmentier & Nicole P M Van Lipzig & Matthias Demuzere & Taïs Grippa & Sabine Vanhu, 2020. "Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators," ULB Institutional Repository 2013/312976, ULB -- Universite Libre de Bruxelles.

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