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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

  • GBD 2016 Disease and Injury Incidence and Prevalence Collaborators
  • University of Washington
  • School of Public Health
  • University of Rome La Sapienza
  • Virginia Polytechnic Institute and State University
  • Cairo University
  • New York University Abu Dhabi
  • Hawassa University
  • College of Health Sciences
  • University of Hohenheim
  • Dupuytren University Hospital
  • Weill Cornell Medical College in Qatar
  • School of Public Health and Preventive Medicine
  • Center for Infectious Diseases Research
  • Stellenbosch University
  • Endocrinology and Metabolism Research Center
  • All India Institute of Medical Sciences, New Delhi
  • Sanjay Gandhi Postgraduate Institute of Medical Sciences
  • CSIR - Institute of Genomics and Integrative Biology
  • Baylor College of Medicine
  • Public Health Foundation of India
  • Lund University
  • Shahid Beheshti University of Medical Sciences
  • Ferhat Abbas Sétif University 1
  • National Institute of Nursing Education
  • Higher National Veterinary School
  • University of Ibadan
  • Newcastle University
  • University of Toronto
  • University of Baghdad
  • Mayo Clinic Rochester, MN
  • Syrian American Medical Society
  • Washington University St. Louis
  • Murdoch Children's Research Institute
  • University of Melbourne
  • The University of Sydney
  • Queensland
  • Ministry of Health, Oman
  • Institute of Public Health
  • Research School of Population Health
  • University of Oxford
  • Mazandaran University of Medical Sciences
  • Luxembourg Institute of Health
  • Université de Lorraine
  • Department of Public Health Sciences
  • United Arab Emirates University
  • Joint Program of Family and Community Medicine
  • Charité – Universitätsmedizin Berlin
  • King Saud University
  • School of Medicine
  • College of Medicine and Health Sciences
  • Uro-Oncology Research Center
  • Non-Communicable Diseases Research Center
  • Ministry of Public Health Lebanon
  • Komfo Anokye Teaching Hospital
  • Faculty of Medicine
  • University of the Philippines
  • Kabul Medical University
  • Care Sciences and Society Division of Family Medicine and Primary Care
  • Dalarna University
  • University of Manitoba
  • Nepal Health Research Council
  • University of Oslo
  • Qom University of Medical Sciences
  • Mekelle University
  • Mashhad University of Medical Sciences
  • Mizan-Tepi University
  • Centre for Clinical Global Health Education (CCGHE)
  • Dr. D. Y. Patil Vidyapeeth, Pune
  • Instituto Nacional de Salud Publica
  • Institut de Recherche Clinique du Bénin
  • Laboratoire d'Etudes et de Recherche-Action en Santé (LERAS Afrique)
  • La Trobe University
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  • Farr Institute of Health Informatics Research
  • Faculty of Medicine
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  • IRCCS Istituto di ricerche farmacologiche Mario Negri - Milano, Bergamo, Ranica
  • Université de Bourgogne
  • Yale University
  • Universidade de São Paulo
  • College of Health Science
  • School of Pharmacy
  • University of Groningen
  • King's College London
  • Carol Davila University of Medicine and Pharmacy
  • Emergency Hospital of Bucharest
  • College of Health and Medical Sciences
  • University Hospitals Birmingham NHS Foundation Trust
  • University of Otago
  • Postgraduate Institute of Medical Education and Research
  • Department of Infectious Disease Epidemiology
  • Aga Khan University
  • Independent Public Health Consultants
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  • Comenius University
  • University of Leicester
  • Cabrini Health
  • Haramaya University
  • Al-Shifa Trust Eye Hospital
  • Imperial College London
  • Ministry of Health of the Republic of Croatia
  • University of Oklahoma
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  • Universidad Autónoma Metropolitana
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  • Department of Medical Epidemiology and Biostatistics
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  • National Health Research Institutes Taiwan
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  • National Taiwan University
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  • Michigan State University
  • Crowd Watch Africa
  • National Center for Child Health and Development
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  • Ministry of Health, Iraq
  • Christian Medical College
  • University of Salerno
  • NIHR Musculoskeletal Biomedical Research Centre
  • University of Southampton
  • University of Milan - Bicocca
  • University of California at San Diego
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  • Flinders University
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  • Griffith University Queensland
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  • Schools of Public Health
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  • Indian Institute of Public Health (IIPHG)
  • University of Peradeniya
  • Iranian Ministry of Health and Medical Education
  • Duy Tan University
  • University of Rochester
  • Universidade do Estado de Santa Catarina
  • Australian National University
  • Royal Melbourne Institute of Technology University
  • International Institute for Population Sciences
  • Universidade Federal do Rio Grande do Sul
  • University of North Carolina at Chapel Hill
  • Arba Minch University
  • Russian Academy of Sciences
  • Federal Research Institute for Health Organization and Informatics of Ministry of Health of the Russian Federation
  • Arak University of Medical Sciences
  • Tehran University of Medical Sciences
  • Wolaita Sodo University
  • Directorate-General of Health (DGS)
  • Aberta University
  • Universidade Federal de Sergipe
  • Auckland University of Technology
  • Catholic University of Portugal
  • Wollega University
  • Kaiser Permanente
  • Bielefeld University
  • Division of Hematology
  • Fred Hutchinson Cancer Research Center
  • Fundação Oswaldo Cruz
  • Universidade Federal do Espírito Santo
  • NAMS - Chebotarev Institute of Gerontology
  • James Cook University Queensland
  • University of Basel
  • Centro de investigação de Saúde de Manhiça
  • Barcelona Institute for Global Health
  • Task Force for Global Health
  • Jimma University Ethiopia
  • University of Newcastle
  • Madda Walabu University
  • Department of Zoology
  • Department of Internal Medicine
  • University of Birmingham
  • Howard University
  • University of Hail
  • Addis Ababa University
  • Kersa Health and Demographic Surveillance System
  • University of Massachusetts Boston
  • Instituto de Investigaciones Científicas y Servicios de Alta Tecnología de Panamá
  • Government of the Federated States of Micronesia
  • National Cancer Center Japan
  • Hospital Universitario
  • Hospital Sirio-Libanes
  • Saint James School of Medicine
  • West Virginia Bureau for Public Health
  • Research Institute
  • Albert Einstein College of Medicine
  • University of Delhi
  • University of Bergen
  • Kilte Awlaelo Health and Demographic Surveillance System
  • Arabian Gulf University
  • Hamdan Bin Mohammed Smart University
  • University of New Mexico
  • University of Western Australia
  • Harry Perkins Institute of Medical Research
  • Western Australian Neuroscience Research Institute
  • Sun Yat-Sen University
  • Instituto de Salud Carlos III
  • Institute for Environmental Research
  • Karolinska Institutet
  • International Foundation for Dermatology
  • Neuroscience Institute
  • Columbia University
  • National Institutes of Health
  • Yokohama City University
  • Public Health Division
  • Ministry of Health and Sports
  • Central South University
  • Cambridge Health Alliance
  • Aarhus University
  • Centers for Disease Control and Prevention
  • University of the Western Cape
  • George Mason University
  • University of Kragujevac
  • VA San Diego
  • University of Aberdeen
  • Virginia Commonwealth University
  • Centre for Control of Chronic Conditions
  • Centre for Chronic Disease Control
  • The George Institute for Global Health
  • Tianjin Centers for Disease Control and Prevention
  • International Center for Research on Women
  • University of Tartu
  • The London School of Economics and Political Science
  • CSIR - Indian Institute of Toxicology Research
  • Fudan University
  • University of Balamand
  • Helmholtz Centre for Infection Research
  • Swiss Tropical and Public Health Institute
  • Quality and Equity Health Care
  • Hematology-Oncology and Stem Cell Transplantation Research Center
  • Seattle Children's Hospital
  • University of Glasgow
  • Oklahoma State University
  • The University of Tokyo
  • University of Nairobi
  • South African Medical Research Council
  • University of Cape Town
  • Assuta Hospitals
  • Jordan University of Science and Technology
  • Health Services Academy
  • Seoul National University
  • Ball State University
  • Northeastern University
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  • Simmons College
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  • Jagiellonian University Medical College
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  • Center for Disease Burden
  • National Cerebral and Cardiovascular Center
  • Brown University
  • University of British Columbia
  • Ministry of Health, Indonesia
  • Sher-I-Kashmir Institute of Medical Sciences
  • Research Center of Neurology
  • Oregon Health and Science University
  • University of Montreal
  • Hacettepe University
  • National Health Systems Resource Centre
  • School of Dentistry
  • Ministry of Public Health and Fight Against AIDS
  • Uppsala University
  • Universidad del Desarrollo
  • Nova Southeastern University
  • Korea University
  • Hong Kong Polytechnic University
  • Tuscany Regional Centre for Occupational Injuries and Diseases (CeRIMP)
  • Peking University
  • National Center for Chronic and Noncommunicable Disease Control and Prevention
  • Department of Veterans Affairs
  • Chinese Center for Disease Control and Prevention
  • Samara University
  • University of Haifa
  • Emory University
  • University of Bari
  • University of Bristol
  • Friedrich Schiller University Jena
  • Competence Cluster for Nutrition and Cardiovascular Health (nutriCARD) Halle-Jena-Leipzig
  • University of Bern
  • Ateneo de Manila University
  • Mansoura University
  • Aswan University
  • Institute of Health Policy and Management
  • Erasmus University Rotterdam
  • University of Trnava
  • Knowledge Utilization Research Center
  • Department of Primary Care and Public Health
  • Digestive Diseases Research Institute
  • Universidade Federal de Minas Gerais
  • CEU Universities
  • Federal Institute of Education
  • SYNLAB International GmbH
  • Medical University of Graz
  • CAS - Institute of Genetics and Developmental Biology
  • University Hospitals Bristol and Weston NHS Foundation Trust
  • Public Health Wales
  • London School of Hygiene and Tropical Medicine
  • Ipas
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  • Wollo University
  • University West of Florida
  • Ministry of Health, Saudi Arabia
  • Alfaisal University
  • United Nations Population Fund
  • Department of Neurology
  • University of Helsinki
  • Helsinki University Hospital
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  • Pacific Institute for Research and Evaluation
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  • Hunger Action Los Angeles
  • Kyrgyz State Medical Academy
  • National Center of Cardiology and Internal Disease
  • Nepal Development Society
  • University of Salahaddin
  • Tishk International University
  • Baqiyatallah Medical Sciences University
  • Health Systems and Policy Research Unit
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  • West Hertfordshire Hospitals NHS Trust
  • Universiti Sains Malaysia
  • University of Pittsburgh
  • Johns Hopkins University
  • Ulm University
  • International Centre for Diarrhoeal Disease Research Bangladesh
  • School of Nursing and Public Health
  • Azienda Ospedaliera Papa Giovanni XXIII
  • Suraj Eye Institute
  • Madras Medical College
  • Wellcome Trust Research Laboratories Nairobi
  • Semarang State University
  • Taipei Medical University
  • School of Health and Social Development
  • Center for Internal Medicine and Dermatology
  • Deakin University
  • University of Galway
  • Centre for Health Research
  • Western Sydney University
  • Society for Family Health Nigeria
  • University of KwaZulu-Natal
  • University of Lagos
  • University of Adelaide
  • Lagos University Teaching Hospital
  • McMaster University
  • Center for Healthy Start Initiative
  • Lira Municipal Council
  • University of Arizona
  • IIS-Fundacion Jimenez Diaz-UAM
  • YBank
  • American University of Beirut
  • Blossom Specialist Medical Center
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  • University of Calgary
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  • Shanghai Jiao Tong University
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  • German Environment Agency
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  • Centre for Eye Research Australia
  • Alborz University of Medical Sciences
  • University of Ghana
  • Kirksville College of Osteopathic Medicine
  • Contech International Health Consultants
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  • BRAC University
  • Society for Health and Demographic Surveillance
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  • Health Science Foundation and Study Center
  • Diabetes Research Center
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  • Kermanshah University of Medical Sciences
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  • Brien Holden Vision Institute
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  • Universidad Técnica del Norte
  • Muhimbili University of Health and Allied Sciences
  • Maragheh University of Medical Sciences
  • Universiti Kebangsaan Malaysia
  • Ballarat Health Service
  • Chest Research Foundation
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  • Marshall University
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  • Internal Medicine Department
  • Faculty of Medicines
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  • University of Belgrade
  • Universidade Federal de Santa Catarina
  • German Cancer Research Center
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  • An-Najah National University
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  • Ministry of Health
  • Indian Institute of Technology Ropar
  • National Institute of Infectious Diseases
  • Zhongshan Hospital
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  • Tachikawa Hospital
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  • Finnish Institute of Occupational Health
  • Cancer Research Center
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  • Universidade de Brasília
  • Max Hospital
  • School of Preventive Oncology
  • National Institute of Cancer Prevention
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  • Central Hospital of Yaoundé
  • International Medical University
  • Western University
  • Attikon University Hospital
  • University of East Anglia
  • UK Health Security Agency
  • Norwegian University of Science and Technology
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  • Medical Diagnostic Centre
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  • Indian Council of Medical Research
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  • Ministry of Manpower, Government of Singapore
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  • New York Medical College
  • Egas Moniz School of Health & Science
  • University of Lisbon
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  • King Fahad Medical City
  • Outcomes Research Consortium
  • Cleveland Clinic Foundation
  • Monash Health
  • Wrocław Medical University
  • Faculty of Health Sciences
  • Hospital Universitario Dr. Peset
  • Institut national de la santé et de la recherche médicale
  • Hanoi Medical University
  • University of Copenhagen
  • University of Barcelona
  • Federal Teaching Hospital
  • Pontificia Universidad Católica de Chile
  • Ebonyi State University, Abakaliki
  • University of Warwick
  • University of Nigeria
  • UKK Institute
  • National Centre for Disease Control
  • Raffles Hospital
  • Cornell University
  • University of Bologna
  • Higher School of Economics
  • McGill University
  • Cancer Registry of Norway Institute of Population-Based Cancer Research
  • University of Tromsø – The Arctic University of Norway
  • Folkhalsan
  • Royal Children's Hospital Melbourne
  • German National Cohort Consortium
  • Competence Center Mortality-Follow-Up of the German National Cohort
  • Federal Institute for Population Research
  • Western Health
  • Guy's and St Thomas' NHS Foundation Trust
  • Division of Health and Social Care Research
  • Royal Cornwall Hospitals NHS Trust
  • Ghent University
  • St. John's National Academy of Health Sciences
  • Nanjing University
  • University of Saskatchewan
  • Duke Kunshan University
  • Northwestern University
  • The University of Hong Kong
  • Kyoto University
  • Ohio State University
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  • Ethiopia Public Health Institute
  • University of Texas Health Science Center at Houston
  • University of Texas MD Anderson Cancer Center

Research output: Contribution to journalArticlepeer-review

Abstract

Background 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. Methods 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). Findings Globally, low back pain, migraine, age-related and other hearing loss, iron-deficiency anaemia, and major depressive disorder were the five leading causes of YLDs in 2016, contributing 57·6 million (95% uncertainty interval [UI] 40·8-75·9 million [7·2%, 6·0-8·3]), 45·1 million (29·0-62·8 million [5·6%, 4·0-7·2]), 36·3 million (25·3-50·9 million [4·5%, 3·8-5·3]), 34·7 million (23·0-49·6 million [4·3%, 3·5-5·2]), and 34·1 million (23·5-46·0 million [4·2%, 3·2-5·3]) of total YLDs, respectively. Age-standardised rates of YLDs for all causes combined decreased between 1990 and 2016 by 2·7% (95% UI 2·3-3·1). Despite mostly stagnant age-standardised rates, the absolute number of YLDs from non-communicable diseases has been growing rapidly across all SDI quintiles, partly because of population growth, but also the ageing of populations. The largest absolute increases in total numbers of YLDs globally were between the ages of 40 and 69 years. Age-standardised YLD rates for all conditions combined were 10·4% (95% UI 9·0-11·8) higher in women than in men. Iron-deficiency anaemia, migraine, Alzheimer's disease and other dementias, major depressive disorder, anxiety, and all musculoskeletal disorders apart from gout were the main conditions contributing to higher YLD rates in women. Men had higher age-standardised rates of substance use disorders, diabetes, cardiovascular diseases, cancers, and all injuries apart from sexual violence. Globally, we noted much less geographical variation in disability than has been documented for premature mortality. In 2016, there was a less than two times difference in age-standardised YLD rates for all causes between the location with the lowest rate (China, 9201 YLDs per 100 000, 95% UI 6862-11943) and highest rate (Yemen, 14 774 YLDs per 100 000, 11 018-19 228). Interpretation The decrease in death rates since 1990 for most causes has not been matched by a similar decline in age-standardised YLD rates. For many large causes, YLD rates have either been stagnant or have increased for some causes, such as diabetes. As populations are ageing, and the prevalence of disabling disease generally increases steeply with age, health systems will face increasing demand for services that are generally costlier than the interventions that have led to declines in mortality in childhood or for the major causes of mortality in adults. Up-todate information about the trends of disease and how this varies between countries is essential to plan for an adequate health-system response.

Original languageEnglish
Pages (from-to)1211-1259
Number of pages49
JournalThe Lancet
Volume390
Issue number10100
DOIs
Publication statusPublished - 16 Sep 2017

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 5 - Gender Equality
    SDG 5 Gender Equality
  3. SDG 16 - Peace, Justice and Strong Institutions
    SDG 16 Peace, Justice and Strong Institutions

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