Skip to main navigation Skip to search Skip to main content

Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: Quantifying the epidemiological transition

  • GBD 2013 DALYs and HALE Collaborators
  • University of Washington
  • Imperial College London
  • Institute of Population Studies
  • Cairo University
  • Mekelle University
  • Kilte Awlaelo-Health and Demographic Surveillance Site
  • Dupuytren University Hospital
  • University of Southern California
  • Institute for Global Health
  • School of Public Health
  • University College London
  • Weill Cornell Medical College in Qatar
  • Birzeit University
  • University of Melbourne
  • University of Basel
  • Association Ivoirienne pour le Bien-Être Familial
  • University of Extremadura
  • Friedman School of Nutrition Science and Policy
  • Institution of Public Health Sciences
  • International Centre for Diarrhoeal Disease Research Bangladesh
  • Ministry of Health, Oman
  • Independent
  • Departamento de Medicina Preventiva y Social
  • Debre Markos University
  • King Abdullah bin Abdulaziz University Hospital
  • University of Oxford
  • Université de Lorraine
  • Department of Public Health Sciences
  • Saudi Ministry of Health
  • Charité Universitätsmedizin
  • Government
  • Universidad de Cartagena
  • University of Groningen
  • Bahar Dar University
  • Ahmadu Bello University
  • Kurdistan University of Medical Sciences
  • Ministry of Public Health Lebanon
  • University of London
  • College of Public Health
  • Self Employee
  • Uppsala University
  • Dalarna University
  • University of Belgrade
  • University Children Hospital
  • Consultant
  • South Asian Public Health Forum
  • Mashhad University of Medical Sciences
  • Wellness
  • Instituto Nacional de Salud Publica
  • Komfo Anokye Teaching Hospital
  • Public Health Agency of Canada
  • INECO Neurociencias Oroño
  • Sri Ramachandra University
  • Universidad de Birmingham
  • School of Psychology
  • University of Gothenburg
  • University of Canterbury
  • Stanford University
  • Jazan University
  • IRCCS Istituto di ricerche farmacologiche Mario Negri - Milano, Bergamo, Ranica
  • Madda Walabu University
  • Yale University
  • Instituto Nacional de Psiquiatria Ramon de la Fuente
  • Universidade de São Paulo
  • College of Dentistry
  • King's College London
  • Addis Ababa University
  • University Hospitals Birmingham NHS Foundation Trust
  • Dunedin School of Medicine
  • Postgraduate Institute of Medical Education and Research
  • Medical Center
  • A.I. Yevdokimov Moscow State University of Medicine and Dentistry
  • Academician V I Shumakov Federal Research Center of Transplantology and Artificial Organs
  • University of Sydney
  • General Directorate of Health Research
  • Tel Aviv Saurasky Medical Center
  • World Bank
  • Transport and Road Safety (TARS) Research
  • Anglia Ruskin University
  • Georgetown University
  • University for Continuing Education Krems
  • University of Cambridge
  • Faculty of Health Sciences and Social Work
  • Ohio State University
  • University of Arizona
  • German Cancer Research Center
  • University of Leicester
  • Cabrini Health
  • School of Public Health and Preventive Medicine
  • University of California at San Francisco
  • Texas A and M University
  • University of Calgary
  • Harvard University
  • University of Oklahoma Health Sciences Center
  • Telethon Kids Institute
  • Metropolitan Autonomous University
  • SUNY Albany
  • University of Perugia
  • Colombian National Health Observatory
  • Universidad Nacional de Colombia
  • Universidad Diego Portales
  • Ministry of Health
  • University of Valencia
  • Universidad de la RepblicaFacultad de Medicina
  • National Tuberculosis Institute Bangalore
  • National Taiwan University
  • University of Queensland
  • National Institute of Environmental Health Sciences (NIEHS)
  • Chinese Academy of Medical Sciences
  • General Practice and Primary Health Care Academic Centre
  • University of Occupational and Environmental Health, Japan
  • University of Copenhagen
  • Cyprus University of Technology
  • University of Salerno
  • University of the Republic
  • Ministerio de Salud
  • Murdoch Children's Research Institute
  • University of Southampton
  • Mayo Clinic Rochester, MN
  • Hospital Municipal Ramon Santamarina
  • University of California at San Diego
  • Walden University
  • Public Health Foundation of India
  • Guy's and St Thomas' NHS Foundation Trust
  • Wellcome Trust
  • UK Health Security Agency
  • Carol Davila University of Medicine and Pharmacy
  • Jacobi Medical Center
  • Griffith University Queensland
  • University of New South Wales
  • The University of Auckland
  • Department of Veterans Affairs
  • School of Public Health
  • Brighton and Sussex Medical School
  • Massey University
  • Continuum Health Partners, Inc.
  • Icahn School of Medicine at Mount Sinai
  • Africa Medical and Research Foundation in Ethiopia
  • University of Peradeniya
  • University of Liverpool
  • Iberoamerican Cochrane Centre - Biomedical Research Institute Sant Pau (IIB Sant Pau)
  • Medical University of Varna
  • University of Rochester Medical Center
  • National Center for Chronic and Noncommunicable Disease Control and Prevention
  • Harborview Injury Prevention and Research Center
  • University of Western Australia
  • University of Tripoli
  • 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
  • Endocrinology and Metabolic Research Institute
  • DHPA
  • National Institute for Stroke and Applied Neurosciences
  • Boston University
  • Care Sciences and Society (NVS)
  • German Hospital Oswaldo Cruz
  • National Academy of Medical Sciences of Ukraine
  • University of Edinburgh
  • James Cook University Queensland
  • Department of Infectious Disease Epidemiology
  • Monash University
  • School of Medicine
  • LERAS Afrique
  • CHU Hassan II
  • Wageningen University & Research
  • Agence de Médecine Préventive
  • Department of Zoology
  • Melbourne Health
  • University Hospital of Dijon
  • University of Massachusetts Boston
  • University of British Columbia
  • Tokyo Women's Medical University
  • Saint James School of Medicine
  • West Virginia Bureau for Public Health
  • Fortis Healthcare
  • New York University
  • Brandeis University
  • Arabian Gulf University
  • Wayne County Department of Health and Human Services
  • School of Public Health
  • Department of Demography and Public Health Research Institute
  • University of Barcelona
  • Karolinska Institutet
  • International Foundation for Dermatology
  • Tehran University of Medical Sciences
  • Fundacion Entornos AC
  • National Institute on Deafness and Other Communication Disorders
  • National Institute of Health Bogotá
  • Albert Einstein College of Medicine
  • London School of Hygiene and Tropical Medicine
  • Baylor College of Medicine
  • School of Population Health
  • Secretariat of the Pacific Community Noumea
  • National Institute of Public Health
  • Central South University
  • George Washington University
  • Qatar University
  • Aarhus University
  • National Institute for Health Development
  • Graduate School of Medicine
  • American Cancer Society - New York
  • George Mason University
  • Yonsei University
  • Centre for Chronic Disease Control
  • Tianjin Centers for Diseases Control and Prevention
  • Heidelberg University 
  • National Institute of Public Health
  • Fudan University
  • Helmholtz Centre for Infection Research
  • Ministry of Health
  • Case Western University Hospitals
  • All India Institute of Medical Sciences, New Delhi
  • Seattle Children's Hospital
  • Oklahoma State University
  • School of Public Health
  • National Center for Disease Control and Public Health
  • South African Medical Research Council
  • University of Cape Town
  • Hadassah University Medical Centre
  • Jordan University of Science and Technology
  • Supreme Council of Health
  • Health Services Academy Islamabad
  • Expanded Programme on Immunization
  • United Arab Emirates University
  • Seoul National University
  • Universidade Federal do Rio Grande do Sul
  • Northeastern University
  • Soonchunhyang University
  • Southern University College
  • University of Canberra
  • Norwegian Institute of Public Health
  • Aging Research Center
  • School of Public Health
  • Department of Health Registries
  • National Cerebral and Cardiovascular Center
  • NIHRD
  • Oregon Health and Science University
  • University of Montreal
  • Hacettepe University
  • Erasmus University Rotterdam
  • Dr. M.G.R Educational and Research Institute
  • Arkansas State University
  • Fourth View Consulting
  • School of Dentistry and Oral Health
  • University of Adelaide
  • Disability Prevention Research Centre
  • University of Helsinki
  • University of the Philippines
  • National Cancer Institute (NCI)
  • HelpMeSee, Inc.
  • Instituo Mexicano de Oftalmologia
  • Instituto Nacional de Epidemiologa Dr. Juan H. Jara
  • Nova Southeastern University
  • Jinan Central Hospital
  • Anolinx LLC
  • Wayne State University
  • Emory University
  • Eastern Health Clinical School
  • Eastern Health
  • University of Bari
  • University of Bristol
  • American Cancer Society
  • Australian National University
  • School of Medicine
  • Liverpool University Hospitals NHS Foundation Trust
  • Swansea University
  • Ministry of Health Singapore
  • National University of Singapore
  • Royal Children's Hospital Melbourne
  • Trnava University
  • Nemazee Hospital Shiraz University of Medical Sciences
  • Queen Mary University of London
  • University of Pennsylvania
  • University of East Ramon Magsaysay Memorial Medical Center
  • Elmhurst Hospital Center
  • Ministry of Public Health
  • School of Public Health and Family Medicine
  • AIDC EC
  • Royal Prince Alfred Hospital
  • Children’s Hospital of Philadelphia
  • Janakpuri Superspecialty Hospital
  • Thomas Jefferson University
  • National Institutes of Health
  • Helsinki University Hospital
  • Ifakara Health Institute
  • Pacific Institute for Research and Evaluation
  • Curtin University
  • University of Ottawa
  • Universiti Kebangsaan Malaysia
  • University of Salahaddin
  • University of Papua New Guinea
  • IRCCS Ospedale Infantile Burlo Garofolo - Trieste
  • University of North Texas
  • Iran University of Medical Sciences
  • Columbia University
  • National Center for Child Health and Development
  • University of Crete
  • Egerton University
  • University of Marburg
  • Okinawa Chubu Hospital
  • West Hertfordshire Hospitals NHS Trust
  • University of KwaZulu-Natal
  • Azienda Ospedaliera Papa Giovanni XXIII
  • Ministry of Health
  • Suraj Eye Institute
  • Faculty of Medicine
  • University of Oslo
  • Ministry of Health and Social Welfare
  • Aga Khan University
  • Deakin University
  • University of Bergen
  • Queensland University of Technology
  • Lund University
  • Makerere University
  • Kyung Hee University
  • Teikyo University
  • Center for Healthy Start Initiative
  • Lira Municipal Council
  • IISFundacion Jimenez Diaz-UAM
  • Christian Medical College
  • Kosin University
  • Sungkyunkwan University
  • Independent Researcher
  • University of Porto
  • Instituto Nacional de Enfermedades Respiratorias
  • Hospital Universitario Cruces
  • BioCruces Bizkaia Health Research Institute
  • Postgraduate Medical Institute
  • Flinders University
  • Aalborg University
  • Health Metrics Unit
  • University of the Witwatersrand
  • Shanghai Jiao Tong University School of Medicine
  • Federal Environment Agency
  • McGill University
  • Myungsung Medical College
  • University of Toronto
  • University of Otago
  • School of Population and Public Health
  • Fred Hollows Foundation
  • University of Illinois at Chicago
  • Contech International Health Consultants
  • Contech School of Public Health
  • Hamad Medical Corporation
  • University of Missouri
  • Center for Disease Analysis
  • Suez Canal University
  • BHVI
  • International Health and Development
  • Universidade Federal de Minas Gerais
  • Barcelona Institute for Global Health
  • Ulm University
  • Ann and Robert H. Lurie Children's Hospital of Chicago
  • Independent Researcher
  • Homi Bhabha National Institute
  • Muhimbili University of Health and Allied Sciences
  • The Park Centre for Mental Health
  • Case Western Reserve University
  • Cancer Treatment Centers of America
  • Marshall University
  • Universidade Federal de Santa Catarina
  • Division of Clinical Epidemiology and Aging Research
  • University of Alabama at Birmingham
  • Centre for Clinical Research
  • Stellenbosch University
  • An-Najah National University
  • Tufts Medical Center
  • University of Pittsburgh
  • Zhongshan Hospital
  • The University of Tokyo
  • Tachikawa Hospital
  • Finnish Institute of Occupational Health
  • Finnish Institute of Occupationel Health
  • Washington State University Spokane
  • Northumbria University
  • Reykjavík University
  • International Institute for Population Sciences
  • Hatter Institute for Cardiovascular Research in Africa
  • Dartmouth College
  • Stavanger University Hospital
  • The University of Western Ontario
  • Universiti Tunku Abdul Rahman
  • Attikon University Hospital
  • Norwegian University of Science and Technology
  • St Olavs Hospital
  • Alexandra General Hospital of Athens
  • Centre Hospitalier Public du Cotentin
  • National Institute for Research in Tuberculosis
  • Northwestern University
  • University of California, Irvine
  • University of Illinois at Urbana-Champaign
  • Sheba Medical Center at Tel Hashomer
  • Tel Aviv University
  • Swiss Tropical and Public Health Institute
  • Westchester Medical Center
  • Trimbos Institute, Netherlands Institute of Mental Health and Addiction
  • Memorial University of Newfoundland
  • University of Virginia School of Medicine
  • Outcomes Research Consortium
  • King Fahad Medical City
  • WorldFish
  • Aristotle University of Thessaloniki
  • Anjo Kosei Hospital
  • Universidade do Sul de Santa Catarina
  • Johns Hopkins University
  • Hanoi Medical University
  • Department of Medicine
  • Cleveland Clinic Foundation
  • Federal Teaching Hospital
  • Ministry of Health
  • Netherlands Leprosy Relief
  • African Population and Health Research Center
  • National Institute of Public Health and the Environment
  • Maastricht University
  • UKK Institute
  • Raffles Hospital, Singapore
  • University of Bologna
  • Higher School of Economics
  • National Institute for Occupational Safety and Health
  • Uniformed Services University of the Health Sciences
  • Institute of Basic Medical Sciences
  • Ministry of Health, Indonesia
  • Health Canada
  • Department of Medical Epidemiology and Biostatistics
  • Beijing Neurosurgical Institute
  • Institute of Medical Sociology and Social Medicine
  • Federal Institute for Population Research
  • German National Cohort Consortium
  • Royal Cornwall Hospital
  • Nanjing University
  • Duke Kunshan University
  • Jichi Medical University
  • The University of Hong Kong
  • National Center of Neurology and Psychiatry Kodaira
  • Korea University
  • Jackson State University
  • School of Public Health
  • Wuhan University
  • Mansoura University
  • Chongqing Medical University
  • Sun Yat-Sen University

Research output: Contribution to journalArticlepeer-review

1678 Scopus citations

Abstract

Background The Global Burden of Disease Study 2013 (GBD 2013) aims to bring together all available epidemiological data using a coherent measurement framework, standardised estimation methods, and transparent data sources to enable comparisons of health loss over time and across causes, age-sex groups, and countries. The GBD can be used to generate summary measures such as disability-adjusted life-years (DALYs) and healthy life expectancy (HALE) that make possible comparative assessments of broad epidemiological patterns across countries and time. These summary measures can also be used to quantify the component of variation in epidemiology that is related to sociodemographic development. Methods We used the published GBD 2013 data for age-specific mortality, years of life lost due to premature mortality (YLLs), and years lived with disability (YLDs) to calculate DALYs and HALE for 1990, 1995, 2000, 2005, 2010, and 2013 for 188 countries. We calculated HALE using the Sullivan method; 95% uncertainty intervals (UIs) represent uncertainty in age-specific death rates and YLDs per person for each country, age, sex, and year. We estimated DALYs for 306 causes for each country as the sum of YLLs and YLDs; 95% UIs represent uncertainty in YLL and YLD rates. We quantified patterns of the epidemiological transition with a composite indicator of sociodemographic status, which we constructed from income per person, average years of schooling after age 15 years, and the total fertility rate and mean age of the population. We applied hierarchical regression to DALY rates by cause across countries to decompose variance related to the sociodemographic status variable, country, and time. Findings Worldwide, from 1990 to 2013, life expectancy at birth rose by 6·2 years (95% UI 5·6-6·6), from 65·3 years (65·0-65·6) in 1990 to 71·5 years (71·0-71·9) in 2013, HALE at birth rose by 5·4 years (4·9-5·8), from 56·9 years (54·5-59·1) to 62·3 years (59·7-64·8), total DALYs fell by 3·6% (0·3-7·4), and age-standardised DALY rates per 100 000 people fell by 26·7% (24·6-29·1). For communicable, maternal, neonatal, and nutritional disorders, global DALY numbers, crude rates, and age-standardised rates have all declined between 1990 and 2013, whereas for non-communicable diseases, global DALYs have been increasing, DALY rates have remained nearly constant, and age-standardised DALY rates declined during the same period. From 2005 to 2013, the number of DALYs increased for most specific non-communicable diseases, including cardiovascular diseases and neoplasms, in addition to dengue, food-borne trematodes, and leishmaniasis; DALYs decreased for nearly all other causes. By 2013, the five leading causes of DALYs were ischaemic heart disease, lower respiratory infections, cerebrovascular disease, low back and neck pain, and road injuries. Sociodemographic status explained more than 50% of the variance between countries and over time for diarrhoea, lower respiratory infections, and other common infectious diseases; maternal disorders; neonatal disorders; nutritional deficiencies; other communicable, maternal, neonatal, and nutritional diseases; musculoskeletal disorders; and other non-communicable diseases. However, sociodemographic status explained less than 10% of the variance in DALY rates for cardiovascular diseases; chronic respiratory diseases; cirrhosis; diabetes, urogenital, blood, and endocrine diseases; unintentional injuries; and self-harm and interpersonal violence. Predictably, increased sociodemographic status was associated with a shift in burden from YLLs to YLDs, driven by declines in YLLs and increases in YLDs from musculoskeletal disorders, neurological disorders, and mental and substance use disorders. In most country-specific estimates, the increase in life expectancy was greater than that in HALE. Leading causes of DALYs are highly variable across countries. Interpretation Global health is improving. Population growth and ageing have driven up numbers of DALYs, but crude rates have remained relatively constant, showing that progress in health does not mean fewer demands on health systems. The notion of an epidemiological transition - in which increasing sociodemographic status brings structured change in disease burden - is useful, but there is tremendous variation in burden of disease that is not associated with sociodemographic status. This further underscores the need for country-specific assessments of DALYs and HALE to appropriately inform health policy decisions and attendant actions.

Original languageEnglish
Pages (from-to)2145-2191
Number of pages47
JournalThe Lancet
Volume386
Issue number10009
DOIs
StatePublished - 28 Nov 2015

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

Fingerprint

Dive into the research topics of 'Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: Quantifying the epidemiological transition'. Together they form a unique fingerprint.

Cite this