Local and Small Area Estimation

Below are links to data visualizations, data, publications, and other resources from local and small area estimation work at IHME. This work aims to produce estimates of health outcomes and related measures that cover entire countries or continents, but to do so at a very fine, local resolution.

Local and Small Area Data Visualizations

Explore the latest local and small area estimates through these interactive mapping tools.

Datasets

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Dataset	Data and Documentation	Related Publications and Visualizations
Sub-Saharan Africa HIV Prevalence Geospatial Estimates 2000-2018	Access data	Mapping age- and sex-specific HIV prevalence in adults in sub-Saharan Africa, 2000–2018
Africa and Yemen Onchocerciasis Prevalence Geospatial Estimates 2000-2018	Access data	The prevalence of onchocerciasis in Africa and Yemen, 2000–2018: a geospatial analysis Local Burden of Disease – Africa and Yemen Onchocerciasis Prevalence
Global Anemia Prevalence Geospatial Estimates 2000-2019	Access data	Anemia prevalence in women of reproductive age in low- and middle-income countries between 2000 and 2018 Local Burden of Disease – Anemia
Africa Onchocerciasis Environmental Suitability Geospatial Estimates	Access data	Predicting the environmental suitability for onchocerciasis in Africa as an aid to elimination planning Local Burden of Disease – Africa Onchocerciasis Environmental Suitability
Global Exclusive Breastfeeding Prevalence Geospatial Estimates 2000-2019	Access data	Mapping inequalities in exclusive breastfeeding in low- and middle-income countries, 2000–2018 Local Burden of Disease – Exclusive Breastfeeding
Sub-Saharan Africa HIV Incidence and Mortality Geospatial Estimates 2000-2018	Access data	Subnational mapping of HIV incidence and mortality among individuals aged 15–49 years in sub-Saharan Africa, 2000–18: a modelling study Local Burden of Disease – Sub-Saharan Africa HIV Incidence and Mortality
Latin American Country HIV Mortality Geospatial Estimates by Age and Sex 2000-2017	Access data	Mapping subnational HIV mortality in six Latin American countries with incomplete vital registration systems Local Burden of Disease – Latin America HIV Mortality
Senegal, Mali, and Sierra Leone Oral Rehydration Therapy Geospatial Estimates 2000-2018	Access data	Oral rehydration therapies in Senegal, Mali, and Sierra Leone: a spatial analysis of changes over time and implications for policy
Low- and Middle-Income Country MCV1 Coverage Geospatial Estimates 2000-2019	Access data	Mapping routine measles vaccination in low- and middle-income countries New Scientific Study: Children Falling Behind on Measles Vaccinations Local Burden of Disease – Measles Vaccination Coverage
Global Child Growth Failure Geospatial Estimates 2000-2019	Access data
Global Malaria Incidence, Prevalence, and Mortality Geospatial Estimates 2000-2019	Access data
Global Under-5 Diarrhea Incidence, Prevalence, and Mortality Geospatial Estimates 2000-2019	Access data
Global Under-5 Overweight Prevalence Geospatial Estimates 2000-2019	Access data
Global Lymphatic Filariasis Prevalence Geospatial Estimates 2000-2018	Access data	The global distribution of lymphatic filariasis, 2000–2018: a geospatial analysis Local Burden of Disease – Lymphatic Filariasis
Low- and Middle-Income Country Drinking Water and Sanitation Facilities Access Geospatial Estimates 2000-2017	Access data	Mapping geographic inequalities in access to drinking water and sanitation facilities in low- and middle-income countries, 2000–2017 Local Burden of Disease – WASH
Rift Valley Fever Environmental Suitability and Spillover Potential Geospatial Estimates	Access data	Informing Rift Valley Fever preparedness by mapping seasonally varying environmental suitability
Low- and Middle-Income Country Oral Rehydration Therapy Coverage Geospatial Estimates 2000-2017	Access data	Mapping geographic inequalities in oral rehydration therapy coverage in low- and middle-income countries, 2000–2017 Local Burden of Disease – Oral Rehydration Therapy
Sub-Saharan Africa Male Circumcision Geospatial Estimates 2000-2017	Access data	Mapping male circumcision for HIV prevention efforts in sub-Saharan Africa
Low- and Middle-Income Country Under-5 Diarrhea Incidence, Prevalence, and Mortality Geospatial Estimates 2000-2017	Access data	Mapping geographic inequalities in childhood diarrhoeal morbidity and mortality in low- income and middle-income countries, 2000–2017: analysis for the Global Burden of Disease Study 2017 Local Burden of Disease – Diarrhoea
Low- and Middle-Income Country Childhood Overweight and Wasting Geospatial Estimates 2000-2017	Access data	Mapping local patterns of childhood overweight and wasting in low- and middle-income countries between 2000 and 2017 Local Burden of Disease – Double Burden of Malnutrition
Low- and Middle-Income Country Child Growth Failure Geospatial Estimates 2000-2017	Access data	Mapping child growth failure across low- and middle-income countries News release: Findings on education, malnutrition ‘deeply disturbing’ with United Nations’ goals 10 years away Local Burden of Disease – Child Growth Failure
Low- and Middle-Income Country Educational Attainment Geospatial Estimates 2000-2017	Access data	Mapping disparities in education across low- and middle-income countries News release: Findings on education, malnutrition ‘deeply disturbing’ with United Nations’ goals 10 years away Local Burden of Disease - Education
Low- and Middle-Income Country Neonatal, Infant, and Under-5 Mortality Geospatial Estimates 2000-2017	Access data	Mapping 123 million neonatal, infant, and child deaths between 2000 and 2017 New release: Tackling inequality could save millions of children Infographic: Boost child survival by looking locally Local Burden of Disease - Under-5 mortality
Africa Under-5 Lower Respiratory Infection Incidence, Prevalence, and Mortality Geospatial Estimates 2000-2017	Access data	Identifying residual hot-spots and mapping lower respiratory infection morbidity and mortality in African children from 2000 to 2017 Local Burden of Disease - Lower Respiratory Infections (LRI)
Africa – Travel Time to Health Facilities and Viral Hemorrhagic Fever Outbreak Preparedness	Access data

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