Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016
Abstract
As mortality rates decline, life expectancy increases, and populations age, non-fatal outcomes of diseases and injuries are becoming a larger component of the global burden of disease. The Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of prevalence, incidence, and years lived with disability (YLDs) for 328 causes in 195 countries and territories from 1990 to 2016.
We estimated prevalence and incidence for 328 diseases and injuries and 2982 sequelae, their non-fatal consequences. We used DisMod-MR 2.1, a Bayesian meta-regression tool, as the main method of estimation, ensuring consistency between incidence, prevalence, remission, and cause of death rates for each condition. For some causes, we used alternative modelling strategies if incidence or prevalence needed to be derived from other data. YLDs were estimated as the product of prevalence and a disability weight for all mutually exclusive sequelae, corrected for comorbidity and aggregated to cause level. We updated the Socio-demographic Index (SDI), a summary indicator of income per capita, years of schooling, and total fertility rate. GBD 2016 complies with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER).
Citation impact
- FWCI
- 1068.95
- Percentile
- 100%
- References
- 123
Authors
727Topics & keywords
- Incidence (geometry)
- Medicine
- Burden of disease
- Disease
- Environmental health
- Demography
- Pathology
- No poverty
Funding
- BABill and Melinda Gates Foundation
- GMGeorge Mason University
- BUBrown University
- SCSimmons College
- EUEmory University
- OSOklahoma State University
- RPRensselaer Polytechnic Institute
- UOUniversity of MichiganAward: P01-HD31921
- CCCleveland Clinic
- BUBaylor University
- WSWashington State University
- AUAarhus Universitet
- AUAmerican University of Beirut
- NCNational Center for Child Health and Development
- HYHelsingin Yliopisto
- CWCase Western Reserve University
- BSBall State University
- DKDeutsches Krebsforschungszentrum
- UJUniwersytet Jagielloński Collegium Medicum
- UOUniversity of Bern
- NTNorges Teknisk-Naturvitenskapelige Universitet
- VCVirginia Commonwealth University
- NSNova Southeastern University
- SCSeattle Children's Research Institute
- LSLondon School of Economics and Political Science
- UHUniversity Hospitals Bristol NHS Foundation Trust
- FJFriedrich-Schiller-Universität Jena
- PHPublic Health Wales
- NCNational Cerebral and Cardiovascular Center
- UOUniversity of East Anglia
- ECEuropean Commission
- UOUniversity of Glasgow
- UOUniversity of Aberdeen
- UOUniversity of Bristol
- SASouth African Medical Research Council
- ICIndian Council of Medical Research
- UCUniversity College Cork
- INInstitut National de la Santé et de la Recherche Médicale
- SNSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
- UOUniversity of Queensland
- UOUniversity of Canberra
- EUErasmus Universiteit Rotterdam
- PHPublic Health England
- BFBundesministerium für Bildung und Forschung
- CAChinese Academy of Sciences
- SNSeoul National University
- KUKorea University
- CSCentral South University
- FUFudan University
- UOUniversity of the Western Cape
- UDUniversitat de València
- MOMinistry of Health and Medical Education
- JUJordan University of Science and Technology
- MMax-Planck-Gesellschaft
- CCChinese Center for Disease Control and Prevention
- IYInyuvesi Yakwazulu-Natali
- RRigshospitalet
- HÜHacettepe Üniversitesi
- UOUniversity of Haifa
- UDUniversidade de Lisboa
- ADAteneo de Manila University
- FOFundação Oswaldo Cruz
- CDCentro de Investigación Biomédica en Red de Salud Mental
- UUUppsala Universitet
- UFUniversidade Federal de Santa Catarina
- UOUniversity of Cape Town
- UOUniversity of Balamand
- UFUniversidade Federal de Minas Gerais
- KKKing Khalid University
- TÜTartu Ülikool
- PUPeking University
- XUXiamen University
- KGKarl-Franzens-Universität Graz
- IMInternational Medical University
- UMUniwersytet Medyczny im. Piastów Slaskich we Wroclawiu
- MUMedizinische Universität Graz
- FMFakultet Medicinskih Nauka, Univerziteta U Kragujevcu
- KFKing Fahad Medical City
- HÍHáskólinn í Reykjavík
- SUSamara University
- CDCentro de Investigação em Tecnologias e Serviços de Saúde
- IIIndian Institute of Technology Ropar
- GIGeorge Institute for Global Health
- AUAswan University
- NINational Institutes of HealthAwards: NIAID U01AI096299, U01AI096299, P30AG047845, R01HD087993
- CFCenters for Disease Control and Prevention
- UOUniversity of California, Irvine
- SFSeventh Framework ProgrammeAwards: 211909, 227822, 261982
- SFSixth Framework ProgrammeAwards: CIT5-CT-2005-028857, CIT4-CT-2006-028812, RII-CT-2006-062193
- FFFifth Framework ProgrammeAward: QLK6-CT-2001-00360
- EGEconomic Growth Center, Yale University
- COCollege of Medicine, Seoul National University
- MRMedical Research CouncilAwards: MR/K013351/1, MC_UU_12017/13, MC_UU_12017/15, MR/K00669X/1, MC_UU_12011/2, MC_UU_12011/1
- EAEconomic and Social Research CouncilAward: ES/J023299/1
- IOInstitute of Genetics and Developmental Biology, Chinese Academy of Sciences
- NINorwegian Institute of Public Health
- NINational Institute on AgingAwards: HHSN271201300071C, U01_AG09740-13S2, P30_AG12815, P01_AG005842, R21_AG025169, OGHA_04-064, IAG_BSR06-11, P01_AG08291, Y1-AG-4553-01, U01AG009740
- NHNational Heart, Lung, and Blood Institute
- NINational Institute of Mental HealthAward: R01MH110163
- NCNational Cancer InstituteAward: U01AI096299
- NINational Institute of Allergy and Infectious DiseasesAward: U01AI096299
- EKEunice Kennedy Shriver National Institute of Child Health and Human Development
- IOInstitute of Genetics
- SNSandia National Laboratories
- NDNHLBI Division of Intramural Research