Geographical patterns and predictors of malaria risk in Zambia: Bayesian geostatistical modelling of the 2006 Zambia national malaria indicator survey (ZMIS)

Malaria Journal

Volumn 9, Issue 1, 2010, Pages

  Riedel, Nadine ^a   Vounatsou, Penelope ^a   Miller, John M ^b   Gosoniu, Laura ^a   Chizema Kawesha, Elizabeth ^c   Mukonka, Victor ^c   Steketee, Rick W ^b  

^a SWISS TROPICAL AND PUBLIC HEALTH INSTITUTE   (Switzerland)

^b PATH   (France)

^c MINISTRY OF HEALTH   (Zambia)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BED NET; CHILD; CLIMATE; CONTROLLED STUDY; ENVIRONMENTAL FACTOR; GEOGRAPHIC DISTRIBUTION; HUMAN; MALARIA; PARASITEMIA; ZAMBIA; ANIMAL; BAYES THEOREM; DISEASE TRANSMISSION; FEMALE; FORECASTING; GEOGRAPHIC INFORMATION SYSTEM; GROWTH, DEVELOPMENT AND AGING; INFANT; MALE; PARASITOLOGY; PLASMODIUM; PRESCHOOL CHILD; RISK FACTOR; SOCIOECONOMICS; STATISTICAL MODEL; STATISTICS;

ANIMALS; BAYES THEOREM; CHILD; CHILD, PRESCHOOL; FEMALE; FORECASTING; GEOGRAPHIC INFORMATION SYSTEMS; HUMANS; INFANT; LOGISTIC MODELS; MALARIA; MALE; MODELS, STATISTICAL; PLASMODIUM; RISK FACTORS; SOCIOECONOMIC FACTORS; ZAMBIA;

EID: 77950201882     PISSN: None     EISSN: 14752875     Source Type: Journal    
DOI: 10.1186/1475-2875-9-37     Document Type: Article

References (24)

1. Ministry of Health, 2008 National malaria control action plan: actions for scale-up for impact on malaria in Zambia. Zambia 2008 http://www.nmcc.org. zm/publications.htm
2. Ministry of Health, A road map for impact on malaria in Zambia 2006-2010: a 5-year strategic plan. Zambia 2006 http://www.nmcc.org.zm/publications.htm
3. K Campbell D Terry S Wood, Scaling up for impact: a model for malaria control. Zambia 2007 http://www.path.org/files/MACEPA-Bro-2007-08-06.pdf
4. Ministry of Health, 2009 National malaria control action plan: actions for scale-up for impact on malaria in Zambia. Zambia 2009
5. Ministry of Health Zambia Central Statistical Office PATH MACEPA CDC University of Zambia WHO, Zambia National Malaria Indicator Survey 2006. Zambia 2006 http://www.nmcc.org.zm/publications.htm
6. A climate-based distribution model of malaria transmission in sub-Saharan Africa. MH Craig RW Snow D Le Sueur, Parasitol Today 1999 15 105 111 10.1016/S0169-4758(99)01396-4 10322323
7. The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. CA Guerra PW Gikandi AJ Tatem AM Noor DL Smith SI Hay RW Snow, PLoS Med 2008 5 38 10.1371/journal.pmed.0050038 18303939
8. Model-based geostatistics. PJ Diggle JA Tawn RA Moyeed, Appl Stat 1998 47 299 350
9. Estimating wealth effects without expenditure data - or tears: an application to educational enrolments in states of India. D Filmer LH Pritchett, Demography 2001 38 115 32 11227840
10. U.S. Geological Survey (USGS) Land Processes Distributed Active Archive Center (LP DAAC) MODIS land products. https://lpdaac.usgs.gov/lpdaac/products/ modis-products-table
11. U.S. Geological Survey (USGS) Famine Early Warning Systems Network (FEWS NET) African Data Dissemination Service (ADDS). http://earlywarning.usgs.gov/ adds/
12. U.S. Geological Survey (USGS) Digital Elevation Models (DEM). http://edc2.usgs.gov/geodata/index.php
13. World Health Organization (WHO) The HealthMapper Database. http://www.who.int/health-mapping/tools/healthmapper/en/index.html
14. Oak Ridge National Laboratory (Oak Ridge, TN) LandScan Global Population Database. http://www.ornl.gov/landscan/
15. U.S. Census Bureau International Data Base (IDB) Population Division Zambia 2006. http://www.census.gov/ipc/www/idb/country.php
16. Bayesian modelling of geostatistical malaria risk data. L Gosoniu P Vounatsou N Sogoba T Smith, Geospat Health 2006 1 127 139 18686238
17. Mapping malaria risk in West Africa using a Bayesian nonparametric non-stationary model. L Gosoniu P Vounatsou N Sogoba N Maire T Smith, Comput Stat Data Anal 2009 53 3358 3371 10.1016/j.csda.2009.02.022
18. A spatial statistical approach to malaria mapping. I Kleinschmidt M Bagayoko GPY Clarke M Craig D le Sueur, Int J Epidemiol 2000 29 355 361 10.1093/ije/29.2.355 10817136
19. Childhood malaria in the Gambia: a case-study in model-based geostatistics. P Diggle R Moyeed B Rowlingson M Thomson, Appl Stat 2002 51 493 506
20. Mapping malaria transmission in West and Central Africa. A Gemperli N Sogoba E Fondjo M Mabaso M Bagayako OJT Brit D Anderegg J Liebe T Smith, Trop Med Int Health 2006 11 1032 46 10.1111/j.1365-3156.2006.01640.x 16827704
21. Predicting malaria seasons in Kenya using multitemporal meteorological satellite sensor data. SI Hay RW Snow DJ Rogers, Trans R Soc Trop Med Hyg 1998 92 12 20 10.1016/S0035-9203(98)90936-1 9692138
22. A climate-based distribution model of malaria transmission in sub-Saharan Africa. MH Craig RW Snow D le Sueur, Parasitol Today 1999 15 105 111 10.1016/S0169-4758(99)01396-4 10322323
23. A world malaria map: Plasmodium falciparum endemicity in 2007. SI Hay CA Guerra PW Gething AP Patil AJ Tatem AM Noor CW Kabaria BH Manh IRF Elyazar S Brooker DL Smith RA Moyeed RW Snow, PLoS Med 2009 6 1000048 19323591
24. Spatial patterns of infant mortality in Mali: the effect of malaria endemicity. A Gemperli P Vounatsou I Kleinschmidt M Bagayoko C Lengeler T Smith, Am J Epidemiol 2004 159 64 72 10.1093/aje/kwh001 14693661