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

Terms and Conditions of Data Use:

Data made available for download on IHME Websites can be used, shared, modified or built upon by non-commercial users in accordance with the IHME FREE-OF-CHARGE NON-COMMERCIAL USER AGREEMENT. For more information (and inquiries about commercial use), visit IHME Terms and Conditions.

Dataset	Data and Documentation	Related Publications and Visualizations
Africa Under-5 and Neonatal Mortality Geospatial Estimates 2000-2015	Access data	Mapping under-5 and neonatal mortality in Africa, 2000‒2015: a baseline analysis for the Sustainable Development Goals News release: 'Precision public health:’ 5 x 5 kilometer mapping identifies significant differences in child deaths throughout Africa Local Burden of Disease - Under-5 mortality
Africa Viral Hemorrhagic Fever Pandemic Potential Estimates	Access data	Local, national, and regional viral hemorrhagic fever pandemic potential in Africa: a multistage analysis News release: New study mapping pandemic potential could help prevent future disease outbreaks Spatial epidemiology of Viral Hemorrhagic Fevers
Africa Educational Attainment Geospatial Estimates 2000-2015	Access data	Mapping local variation in educational attainment across Africa News release: Precision maps reveal significant health and education disparities within African nations Local Burden of Disease - Education
Africa Child Growth Failure Geospatial Estimates 2000-2015	Access data	Mapping child growth failure in Africa between 2000 and 2015 News release: Precision maps reveal significant health and education disparities within African nations Local Burden of Disease - Child Growth Faillure
Child Growth Failure Visualization - Input Data	Access data	Child Growth Failure Visualization
Global Snakebite Envenoming Vulnerability Estimates	Access data	Vulnerability to snakebite envenoming: a global mapping of hotspots News release: New study finds 93 million people vulnerable to death from snakebites
Africa Under-5 Diarrhea Incidence, Prevalence, and Mortality Geospatial Estimates 2000-2015	Access data	Variation in Childhood Diarrheal Morbidity and Mortality in Africa, 2000–2015 News release: Discomfort or death? New study maps hot spots of child mortality from diarrhea across Africa Local Burden of Disease - Diarrhea
Brazil HIV and Tuberculosis Mortality Rates by Municipality 2001-2015	Access data	Progress toward eliminating TB and HIV deaths in Brazil, 2001–2015: a spatial assessment
Global Tuberculosis Molecular Epidemiology Systematic Review Dataset	Access data	Global variation in bacterial strains that cause tuberculosis disease: a systematic review and meta-analysis
Onchocerciasis Prevalence Geopositioned Database	Access data	A database of geopositioned onchocerciasis prevalence data
Africa HIV Prevalence Geospatial Estimates 2000-2017	Access data	Mapping HIV prevalence in sub-Saharan Africa between 2000 and 2017 News release: 'Striking' Differences in Rates of HIV/AIDS within African Nations Infographic: Local Burden of Disease: HIV Prevalence Local Burden of Disease - HIV
Africa Diphtheria-Pertussis-Tetanus Vaccine Coverage Geospatial Estimates 2000-2016	Access data	Mapping diphtheria-pertussis-tetanus vaccine coverage in Africa, 2000–2016: a spatial and temporal modelling study News release: Despite Years of Progress, Many African Countries have Wide Variation in Vaccine Coverage Local Burden of Disease - Vaccine Coverage
Africa Exclusive Breastfeeding Prevalence Geospatial Estimates 2000-2017	Access data	Mapping exclusive breastfeeding in Africa between 2000 and 2017 News release: Despite substantial progress, only three African nations expected to meet global breastfeeding goals Local Burden of Disease - Exclusive Breastfeeding (EBF)
Global Geo-Referenced Dengue Occurrence Database 1960-2015	Access data	The current and future global distribution and population at risk of dengue News release: A new picture of dengue’s growing threat
Geopositioned Middle East Respiratory Syndrome Coronavirus Occurrences Database 1983-2017	Access data	A database of geopositioned Middle East Respiratory Syndrome Coronavirus occurrences
Africa – Travel Time to Health Facilities and Viral Hemorrhagic Fever Outbreak Preparedness	Access data
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)
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 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
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 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 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 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

Pages