Journal article
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
The Lancet (British edition), Vol.390(10100), pp.1211-1259
09/16/2017
DOI: 10.1016/S0140-6736(17)32154-2
PMCID: PMC5605509
PMID: 28919117
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. Copyright (C) The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.
Details
- Title: Subtitle
- 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
- Creators
- Theo Vos - University of WashingtonAmanuel Alemu Abajobir - The University of QueenslandCristiana AbbafatiKaja M. Abbas - Virginia TechKalkidan Hassen AbateFoad Abd-Allah - Cairo UniversityAbdishakur M. Abdulle - New York University Abu DhabiTeshome Abuka AbeboSemaw Ferede Abera - Mekelle UniversityVictor Aboyans - Dupuytren Univ Hosp, Limoges, FranceLaith J. Abu-Raddad - Weill Cornell Med Coll Qatar, Infect Dis Epidemiol Grp, Doha, QatarIlana N. Ackerman - Monash UniversityAbdu Abdullahi Adamu - Ctr Infect Dis Res, Kano, NigeriaOlatunji Adetokunboh - University of Cape TownMohsen Afarideh - University of TehranAshkan Afshin - University of WashingtonSanjay Kumar Agarwal - All India Inst Med Sci, New Delhi, IndiaRakesh Aggarwal - Sanjay Gandhi Postgrad Inst Med Sci, Lucknow, Uttar Pradesh, IndiaAnurag Agrawal - CSIR Inst Genom & Integrat Biol, Delhi, IndiaSutapa AgrawalAliasghar Ahmad Kiadaliri - Lund UniversityHamid Ahmadieh - Shahid Beheshti UniversityMuktar Beshir Ahmed - Jimma UniversityAmani Nidhal Aichour - University Ferhat Abbas of SetifIbtihel Aichour - Natl Inst Nursing Educ, Setif, AlgeriaMiloud Taki Eddine Aichour - High Natl Sch Vet Med, Algiers, AlgeriaSneha AiyarRufus Olusola Akinyemi - University of IbadanNadia Akseer - Hosp Sick Children, Ctr Global Child Hlth, Toronto, ON, CanadaFaris Hasan Al Lami - Baghdad Coll Med, Baghdad, IraqFares Alahdab - Mayo Clin Fdn Med Educ & Res, Rochester, MN USAZiyad Al-Aly - Washington Univ St Louis, St Louis, MO USAKhurshid Alam - The University of MelbourneNoore Alam - Dept Hlth, Brisbane, Qld, AustraliaTahiya Alam - University of WashingtonDeena Alasfoor - Minist Hlth, Al Khuwair, OmanKefyalew Addis Alene - University of GondarRaghib Ali - University of OxfordReza Alizadeh-Navaei - Mazandaran Univ Med Sci, Gastrointestinal Canc Res Ctr, Sari, IranAla'a Alkerwi - Luxembourg Inst Hlth, Strassen, LuxembourgFrancois Alla - Univ Lorraine, Sch Publ Hlth, Nancy, FrancePeter Allebeck - Karolinska InstitutetChristine Allen - University of WashingtonFatma Al-Maskari - United Arab Emirates UniversityRajaa Al-Raddadi - Joint Program Family & Community Med, Jeddah, Saudi ArabiaUbai Alsharif - Charité - Universitätsmedizin BerlinShirina Alsowaidi - United Arab Emirates UniversityKhalid A. Altirkawi - King Saud UniversityAzmeraw T. Amare - The University of AdelaideErfan Amini - University of TehranWalid Ammar - Minist Publ Hlth, Beirut, LebanonYaw Ampem Amoako - Komfo Anokye Teaching Hosp, Dept Med, Kumasi, GhanaHjalte H. Andersen - Aalborg UniversityCarl Abelardo T. Antonio - University of the Philippines ManilaPalwasha AnwariJohan Arnlov - Karolinska InstitutetAl Artaman - University of ManitobaKrishna Kumar Aryal - Nepal Hlth Res Council, Kathmandu, NepalHamid Asayesh - Qom Univ Med Sci, Sch Paramed, Dept Med Emergency, Qom, IranSolomon W. Asgedom - Mekelle UniversityReza Assadi - Mashhad Univ Med Sci, Mashhad, IranTesfay Mehari Atey - Mekelle UniversityNiguse Tadele Atnafu - Mizan Tepi UniversitySachin R. Atre - Johns Hopkins UniversityLeticia Avila-Burgos - Natl Inst Publ Hlth, Cuernavaca, Morelos, MexicoEuripide Frinel G. Arthur Avokpaho - Inst Rech Clin Benin, Cotonou, BeninAshish Awasthi - Indian Inst Publ Hlth, Gandhinagar, IndiaBeatriz Paulina Ayala Quintanilla - La Trobe UniversityHuda Omer Ba Saleem - ADEN University PanamáUmar Bacha - Univ Management & Technol, Sch Hlth Sci, Lahore, PakistanAlaa Badawi - University of TorontoKalpana BalakrishnanAmitava Banerjee - Farr InstituteMarlena S. Bannick - University of WashingtonAleksandra Barac - University of BelgradeRyan M. Barber - University of WashingtonSuzanne L. Barker-Collo - University of AucklandTill Baernighausen - Harvard UniversitySimon Barquera - Natl Inst Publ Hlth, Cuernavaca, Morelos, MexicoLars Barregard - University of GothenburgLope H. Barrero - Pontificia Univ Javeriana, Sch Engn, Dept Ind Engn, Bogota, ColombiaSanjay Basu - Stanford UniversityBob Battista - Doctor Evidence, Santa Monica, CA USAKatherine E. Battle - University of OxfordBernhard T. Baune - The University of AdelaideShahrzad Bazargan-Hejazi - Drew UniversityJustin Beardsley - University of OxfordNeeraj Bedi - Coll Publ Hlth & Trop Med, Jazan, Saudi ArabiaEttore Beghi - IRCCS, Ist Ric Farmacol Mario Negri, Milan, ItalyYannick Bejot - Univ Burgundy, Univ Hosp, Dijon, FranceBayu Begashaw Bekele - University of GondarMichelle L. Bell - University of New HavenDerrick A. Bennett - University of OxfordIsabela M. Bensenor - Univ Sao Paulo, Sao Paulo, BrazilJennifer Benson - University of WashingtonAdugnaw Berhane - Debre Berhan UniversityDerbew Fikadu Berhe - Mekelle UniversityEduardo Bernabe - Kings Coll London, London, EnglandBalem Demtsu Betsu - Mekelle UniversityMircea Beuran - Carol Davila Univ Med & Pharm, Bucharest, RomaniaGBD 2016 Disease and Injury Incidence and Prevalence CollaboratorsDavid C Schwebel (Contributor) - Research Administration
- Resource Type
- Journal article
- Publication Details
- The Lancet (British edition), Vol.390(10100), pp.1211-1259
- DOI
- 10.1016/S0140-6736(17)32154-2
- PMID
- 28919117
- PMCID
- PMC5605509
- NLM abbreviation
- Lancet
- ISSN
- 0140-6736
- eISSN
- 1474-547X
- Publisher
- Elsevier
- Number of pages
- 49
- Grant note
- ES/J023299/1 / Economic and Social Research Council; UK Research & Innovation (UKRI); Economic & Social Research Council (ESRC) ES/J023299/1 / ESRC; UK Research & Innovation (UKRI); Economic & Social Research Council (ESRC) MC_UU_12017/13; MC_UP_A620_1015; MC_UU_12017/15; U1475000002; MC_UP_A620_1014; MC_UU_12011/1; MR/K00669X/1; MC_UU_12011/2; U1475000001; MC_U147585819; MR/K013351/1; G0400491; MC_U147585827; MR/K010174/1B; MC_U147585824 / Medical Research Council; UK Research & Innovation (UKRI); Medical Research Council UK (MRC) Bill AMP; Melinda Gates Foundation; CGIAR National Institute on Aging; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute on Aging (NIA) MR/K013351/1; MR/K00669X/1; MC_UP_A620_1015; MC_UU_12017/13; MC_UU_12011/2; MC_U147585827; MC_UU_12017/15; G0400491; MC_U147585819 / MRC; UK Research & Innovation (UKRI); Medical Research Council UK (MRC) NF-SI-0508-10082; CDF-2011-04-048; NF-SI-0513-10085 / National Institute for Health Research; National Institutes of Health Research (NIHR) National Institute of Mental Health of the National Institutes of Health; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute of Mental Health (NIMH) SPHSU13; SPHSU15; SCAF/15/02 / Chief Scientist Office; Chief Scientist Office - Scotland
- Language
- English
- Date published
- 09/16/2017
- Academic Unit
- Research Administration
- Record Identifier
- 9984949182802771
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