Abstract
Background Non-fatal outcomes of disease and injury increasingly detract from the ability of the world's population to live in full health, a trend largely attributable to an epidemiological transition in many countries from causes affecting children, to non-communicable diseases (NCDs) more common in adults. For the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015), we estimated the incidence, prevalence, and years lived with disability for diseases and injuries at the global, regional, and national scale over the period of 1990 to 2015.
Methods We estimated incidence and prevalence by age, sex, cause, year, and geography with a wide range of updated and standardised analytical procedures. Improvements from GBD 2013 included the addition of new data sources, updates to literature reviews for 85 causes, and the identification and inclusion of additional studies published up to November, 2015, to expand the database used for estimation of non-fatal outcomes to 60 900 unique data sources. Prevalence and incidence by cause and sequelae were determined with DisMod-MR 2.1, an improved version of the DisMod-MR Bayesian meta-regression tool first developed for GBD 2010 and GBD 2013. For some causes, we used alternative modelling strategies where the complexity of the disease was not suited to DisMod-MR 2.1 or where incidence and prevalence needed to be determined from other data. For GBD 2015 we created a summary indicator that combines measures of income per capita, educational attainment, and fertility (the Socio-demographic Index [SDI]) and used it to compare observed patterns of health loss to the expected pattern for countries or locations with similar SDI scores.
Findings We generated 9.3 billion estimates from the various combinations of prevalence, incidence, and YLDs for causes, sequelae, and impairments by age, sex, geography, and year. In 2015, two causes had acute incidences in excess of 1 billion: upper respiratory infections (17.2 billion, 95% uncertainty interval [UI] 15.4-19.2 billion) and diarrhoeal diseases (2.39 billion, 2.30-2.50 billion). Eight causes of chronic disease and injury each affected more than 10% of the world's population in 2015: permanent caries, tension-type headache, iron-deficiency anaemia, age-related and other hearing loss, migraine, genital herpes, refraction and accommodation disorders, and ascariasis. The impairment that affected the greatest number of people in 2015 was anaemia, with 2.36 billion (2.35-2.37 billion) individuals affected. The second and third leading impairments by number of individuals affected were hearing loss and vision loss, respectively. Between 2005 and 2015, there was little change in the leading causes of years lived with disability (YLDs) on a global basis. NCDs accounted for 18 of the leading 20 causes of age-standardised YLDs on a global scale. Where rates were decreasing, the rate of decrease for YLDs was slower than that of years of life lost (YLLs) for nearly every cause included in our analysis. For low SDI geographies, Group 1 causes typically accounted for 20-30% of total disability, largely attributable to nutritional deficiencies, malaria, neglected tropical diseases, HIV/AIDS, and tuberculosis. Lower back and neck pain was the leading global cause of disability in 2015 in most countries. The leading cause was sense organ disorders in 22 countries in Asia and Africa and one in central Latin America; diabetes in four countries in Oceania; HIV/AIDS in three southern sub-Saharan African countries; collective violence and legal intervention in two north African and Middle Eastern countries; iron-deficiency anaemia in Somalia and Venezuela; depression in Uganda; onchoceriasis in Liberia; and other neglected tropical diseases in the Democratic Republic of the Congo.
Interpretation Ageing of the world's population is increasing the number of people living with sequelae of diseases and injuries. Shifts in the epidemiological profile driven by socioeconomic change also contribute to the continued increase in years lived with disability (YLDs) as well as the rate of increase in YLDs. Despite limitations imposed by gaps in data availability and the variable quality of the data available, the standardised and comprehensive approach of the GBD study provides opportunities to examine broad trends, compare those trends between countries or subnational geographies, benchmark against locations at similar stages of development, and gauge the strength or weakness of the estimates available. Copyright (C) The Author(s). Published by Elsevier Ltd.
Original language | English |
---|---|
Pages (from-to) | 1545-1602 |
Number of pages | 58 |
Journal | The Lancet |
Volume | 388 |
Issue number | 10053 |
Early online date | 6 Oct 2016 |
DOIs | |
Publication status | Published - 8 Oct 2016 |
Keywords
- EBOLA HEMORRHAGIC-FEVER
- SELF-RATED HEALTH
- ALZHEIMERS-DISEASE
- MENTAL-HEALTH
- PLASMODIUM-FALCIPARUM
- ANCHORING VIGNETTES
- UNITED-STATES
- VIRUS DISEASE
- HIV INCIDENCE
- DEMENTIA
Access to Document
- 10.1016/S0140-6736(16)31678-6Licence: CC BY
- Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015
Copyright © The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY license. https://creativecommons.org/licenses/by/4.0/
Final published version, 2.71 MBLicence: CC BY
Fingerprint
Dive into the research topics of 'Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015'. Together they form a unique fingerprint.Cite this
- APA
- Standard
- Harvard
- Vancouver
- Author
- BIBTEX
- RIS
Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990-2015 : a systematic analysis for the Global Burden of Disease Study 2015. / Vos, Theo; Allen, Christine; Arora, Megha et al.
In: The Lancet, Vol. 388, No. 10053, 08.10.2016, p. 1545-1602.Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990-2015
T2 - a systematic analysis for the Global Burden of Disease Study 2015
AU - Vos, Theo
AU - Allen, Christine
AU - Arora, Megha
AU - Barber, Ryan M.
AU - Bhutta, Zulfiqar A.
AU - Brown, Alexandria
AU - Carter, Austin
AU - Casey, Daniel C.
AU - Charlson, Fiona J.
AU - Chen, Alan Z.
AU - Coggeshall, Megan
AU - Cornaby, Leslie
AU - Dandona, Lalit
AU - Dicker, Daniel J.
AU - Dilegge, Tina
AU - Erskine, Holly E.
AU - Ferrari, Alize J.
AU - Fitzmaurice, Christina
AU - Fleming, Tom
AU - Forouzanfar, Mohammad H.
AU - Fullman, Nancy
AU - Gething, Peter W.
AU - Goldberg, Ellen M.
AU - Graetz, Nicholas
AU - Haagsma, Juanita A.
AU - Johnson, Catherine O.
AU - Kassebaum, Nicholas J.
AU - Kawashima, Toana
AU - Kemmer, Laura
AU - Khalil, Ibrahim A.
AU - Kinfu, Yohannes
AU - Kyu, Hmwe H.
AU - Leung, Janni
AU - Liang, Xiaofeng
AU - Lim, Stephen S.
AU - Lopez, Alan D.
AU - Lozano, Rafael
AU - Marczak, Laurie
AU - Mensah, George A.
AU - Mokdad, Ali H.
AU - Naghavi, Mohsen
AU - Nguyen, Grant
AU - Nsoesie, Elaine
AU - Olsen, Helen
AU - Pigott, David M.
AU - Pinho, Christine
AU - Rankin, Zane
AU - Reinig, Nikolas
AU - Salomon, Joshua A.
AU - Sandar, Logan
AU - Smith, Alison
AU - Stanaway, Jeffrey
AU - Steiner, Caitlyn
AU - Teeple, Stephanie
AU - Thomas, Bernadette A.
AU - Troeger, Christopher
AU - Wagner, Joseph A.
AU - Wang, Haidong
AU - Wanga, Valentine
AU - Whiteford, Harvey A.
AU - Zoeckler, Leo
AU - Abajobir, Amanuel Alemu
AU - Abate, Kalkidan Hassen
AU - Abbafati, Cristiana
AU - Abbas, Kaja M.
AU - Abd-Allah, Foad
AU - Abraham, Biju
AU - Abubakar, Ibrahim
AU - Abu-Raddad, Laith J.
AU - Abu-Rmeileh, Niveen M. E.
AU - Ackerman, Ilana N.
AU - Adebiyi, Akindele Olupelumi
AU - Ademi, Zanfina
AU - Adou, Arsene Kouablan
AU - Afanvi, Kossivi Agbelenko
AU - Agardh, Emilie Elisabet
AU - Agarwal, Arnav
AU - Kiadaliri, Aliasghar Ahmad
AU - Ahmadieh, Hamid
AU - Ajala, Oluremi N.
AU - Akinyemi, Rufus Olusola
AU - Akseer, Nadia
AU - Al-Aly, Ziyad
AU - Alam, Khurshid
AU - Alam, Noore K. M.
AU - Aldhahri, Saleh Fahed
AU - Alegretti, Miguel Angel
AU - Alemu, Zewdie Aderaw
AU - Alexander, Lily T.
AU - Alhabib, Samia
AU - Ali, Raghib
AU - Alkerwi, Ala'a
AU - Alla, Francois
AU - Allebeck, Peter
AU - Al-Raddadi, Rajaa
AU - Alsharif, Ubai
AU - Altirkawi, Khalid A.
AU - Alvis-Guzman, Nelson
AU - Amare, Azmeraw T.
AU - Amberbir, Alemayehu
AU - Amini, Heresh
AU - Ammar, Walid
AU - Amrock, Stephen Marc
AU - Andersen, Hjalte H.
AU - Anderson, Gregory M.
AU - Anderson, Benjamin
AU - Antonio, Carl Abelardo T.
AU - Aregay, Atsede Fantahun
AU - Arnlov, Johan
AU - Al Artaman, [Unknown]
AU - Asayesh, Hamid
AU - Assadi, Reza
AU - Atique, Suleman
AU - Avokpaho, Euripide Frinel G. Arthur
AU - Awasthi, Ashish
AU - Quintanilla, Beatriz Paulina Ayala
AU - Azzopardi, Peter
AU - Bacha, Umar
AU - Badawi, Alaa
AU - Balakrishnan, Kalpana
AU - Banerjee, Amitava
AU - Barac, Aleksandra
AU - Barker-Collo, Suzanne L.
AU - Barnighausen, Till
AU - Barregard, Lars
AU - Barrero, Lope H.
AU - Basu, Arindam
AU - Bazargan-Hejazi, Shahrzad
AU - Bell, Brent
AU - Bell, Michelle L.
AU - Bennett, Derrick A.
AU - Bensenor, Isabela M.
AU - Benzian, Habib
AU - Berhane, Adugnaw
AU - Bernabe, Eduardo
AU - Betsu, Balem Demtsu
AU - Beyene, Addisu Shunu
AU - Bhala, Neeraj
AU - Bhatt, Samir
AU - Biadgilign, Sibhatu
AU - Bienhofff, Kelly
AU - Bikbov, Boris
AU - Biryukov, Stan
AU - Bisanzio, Donal
AU - Bjertness, Espen
AU - Blore, Jed
AU - Borschmann, Rohan
AU - Boufous, Soufiane
AU - Brainin, Michael
AU - Brazinova, Alexandra
AU - Breitborde, Nicholas J. K.
AU - Brown, Jonathan
AU - Buchbinder, Rachelle
AU - Buckle, Geoffrey Colin
AU - Butt, Zahid A.
AU - Calabria, Bianca
AU - Ricardo Campos-Nonato, Ismael
AU - Cesar Campuzano, Julio
AU - Carabin, Helene
AU - Cardenas, Rosario
AU - Carpenter, David O.
AU - Carrero, Juan Jesus
AU - Castaneda-Orjuela, Carlos A.
AU - Castillo Rivas, Jacqueline
AU - Catala-Lopez, Ferran
AU - Chang, Jung-Chen
AU - Chiang, Peggy Pei-Chia
AU - Chibueze, Chioma Ezinne
AU - Chisumpa, Vesper Hichilombwe
AU - Choi, Jee-Young Jasmine
AU - Chowdhury, Rajiv
AU - Christensen, Hanne
AU - Christopher, Devasahayam Jesudas
AU - Ciobanu, Liliana G.
AU - Cirillo, Massimo
AU - Coates, Matthew M.
AU - Colquhoun, Samantha M.
AU - Cooper, Cyrus
AU - Cortinovis, Monica
AU - Crump, John A.
AU - Damtew, Solomon Abrha
AU - Dandona, Rakhi
AU - Daoud, Farah
AU - Dargan, Paul I.
AU - das Neves, Jose
AU - Davey, Gail
AU - Davis, Adrian C.
AU - De Leo, Diego
AU - Degenhardt, Louisa
AU - Del Gobbo, Liana C.
AU - Dellavalle, Robert P.
AU - Deribe, Kebede
AU - Deribew, Amare
AU - Derrett, Sarah
AU - Des Jarlais, Don C.
AU - Dharmaratne, Samath D.
AU - Dhillon, Preet K.
AU - Diaz-Torne, Cesar
AU - Ding, Eric L.
AU - Driscoll, Tim R.
AU - Duan, Leilei
AU - Dubey, Manisha
AU - Duncan, Bruce Bartholow
AU - Ebrahimi, Hedyeh
AU - Ellenbogen, Richard G.
AU - Elyazar, Iqbal
AU - Endres, Matthias
AU - Endries, Aman Yesuf
AU - Ermakov, Sergey Petrovich
AU - Eshrati, Babak
AU - Estep, Kara
AU - Farid, Talha A.
AU - Sofia e Sa Farinha, Carla
AU - Faro, Andre
AU - Farvid, Maryam S.
AU - Farzadfar, Farshad
AU - Feigin, Valery L.
AU - Felson, David T.
AU - Fereshtehnejad, Seyed-Mohammad
AU - Fernandes, Jefferson G.
AU - Fernandes, Joao C.
AU - Fischer, Florian
AU - Fitchett, Joseph R. A.
AU - Foreman, Kyle
AU - Fowkes, Gerry R.
AU - Fox, Jordan
AU - Franklin, Richard C.
AU - Friedman, Joseph
AU - Frostad, Joseph
AU - Furst, Thomas
AU - Futran, Neal D.
AU - Gabbe, Belinda
AU - Ganguly, Parthasarathi
AU - Gankpe, Fortune Gbetoho
AU - Gebre, Teshome
AU - Gebrehiwot, Tsegaye Tewelde
AU - Gebremedhin, Amanuel Tesfay
AU - Geleijnse, Johanna M.
AU - Gessner, Bradford D.
AU - Gibney, Katherine B.
AU - Ginawi, Ibrahim Abdelmageem Mohamed
AU - Giref, Ababi Zergaw
AU - Giroud, Maurice
AU - Gishu, Melkamu Dedefo
AU - Glaser, Elizabeth
AU - Godwin, William W.
AU - Gomez-Dantes, Hector
AU - Gona, Philimon
AU - Goodridge, Amador
AU - Gopalani, Sameer Vali
AU - Gotay, Carolyn C.
AU - Goto, Atsushi
AU - Gouda, Hebe N.
AU - Grainger, Rebecca
AU - Greaves, Felix
AU - Guillemin, Francis
AU - Guo, Yuming
AU - Gupta, Rahul
AU - Gupta, Rajeev
AU - Gupta, Vipin
AU - Gutierrez, Reyna A.
AU - Haile, Demewoz
AU - Hailu, Alemayehu Desalegne
AU - Hailu, Gessessew Bugssa
AU - Halasa, Yara A.
AU - Hamadeh, Randah Ribhi
AU - Hamidi, Samer
AU - Hammami, Mouhanad
AU - Hancock, Jamie
AU - Handal, Alexis J.
AU - Hankey, Graeme J.
AU - Hao, Yuantao
AU - Harb, Hilda L.
AU - Harikrishnan, Sivadasanpillai
AU - Maria Haro, Josep
AU - Havmoeller, Rasmus
AU - Hay, Roderick J.
AU - Beatriz Heredia-Pi, Ileana
AU - Heydarpour, Pouria
AU - Hoek, Hans W.
AU - Horino, Masako
AU - Horita, Nobuyuki
AU - Hosgood, H. Dean
AU - Hoy, Damian G.
AU - Htet, Aung Soe
AU - Huang, Hsiang
AU - Huang, John J.
AU - Huynh, Chantal
AU - Iannarone, Marissa
AU - Iburg, Kim Moesgaard
AU - Innos, Kaire
AU - Inoue, Manami
AU - Iyer, Veena J.
AU - Jacobsen, Kathryn H.
AU - Jahanmehr, Nader
AU - Jakovljevic, Mihajlo B.
AU - Javanbakht, Mehdi
AU - Jayatilleke, Achala Upendra
AU - Jee, Sun Ha
AU - Jeemon, Panniyammakal
AU - Jensen, Paul N.
AU - Jiang, Ying
AU - Jibat, Tariku
AU - Jimenez-Corona, Aida
AU - Jin, Ye
AU - Jonas, Jost B.
AU - Kabir, Zubair
AU - Kalkonde, Yogeshwar
AU - Kamal, Ritul
AU - Kan, Haidong
AU - Karch, Andre
AU - Karema, Corine Kakizi
AU - Karimkhani, Chante
AU - Kasaeian, Amir
AU - Kaul, Anil
AU - Kawakami, Norito
AU - Karimkhani, Chante
AU - Kasaeian, Amir
AU - Kaul, Anil
AU - Kawakami, Norito
AU - Keiyoro, Peter Njenga
AU - Kemp, Andrew Haddon
AU - Keren, Andre
AU - Kesavachandran, Chandrasekharan Nair
AU - Khader, Yousef Saleh
AU - Khaiff, Abdur Rahman
AU - Khaiff, Ejaz Ahmad
AU - Khang, Young-Ho
AU - Khera, Sahil
AU - Khoja, Tawfik Ahmed Muthafer
AU - Khubchandani, Jagdish
AU - Kieling, Christian
AU - Kim, Pauline
AU - Kim, Cho-il
AU - Kim, Daniel
AU - Kim, Yun Jin
AU - Kissoon, Niranjan
AU - Knibbs, Luke D.
AU - Knudsen, Ann Kristin
AU - Kokubo, Yoshihiro
AU - Kolte, Dhaval
AU - Kopec, Jacek A.
AU - Kosen, Soewarta
AU - Kotsakis, Georgios A.
AU - Koul, Parvaiz A.
AU - Koyanagi, Ai
AU - Kravchenko, Michael
AU - Defo, Barthelemy Kuate
AU - Bicer, Burcu Kucuk
AU - Kudom, Andreas A.
AU - Kuipers, Ernst J.
AU - Kumar, G. Anil
AU - Kutz, Michael
AU - Kwan, Gene F.
AU - Lal, Aparna
AU - Lalloo, Ratilal
AU - Lallukka, Tea
AU - Lam, Hilton
AU - Lam, Jennifer O.
AU - Langan, Sinead M.
AU - Larsson, Anders
AU - Lavados, Pablo M.
AU - Leasher, Janet L.
AU - Leigh, James
AU - Leung, Ricky
AU - Levi, Miriam
AU - Li, Yichong
AU - Li, Yongmei
AU - Liang, Juan
AU - Liu, Shiwei
AU - Liu, Yang
AU - Lloyd, Belinda K.
AU - Lo, Warren D.
AU - Logroscino, Giancarlo
AU - Looker, Katharine J.
AU - Lotufo, Paulo A.
AU - Lunevicius, Raimundas
AU - Lyons, Ronan A.
AU - Mackay, Mark T.
AU - Abd El Razek, Mohammed Magdy
AU - Mahdavi, Mandi
AU - Majdan, Marek
AU - Majeed, Azeem
AU - Malekzadeh, Reza
AU - Marcenes, Wagner
AU - Margolis, David Joel
AU - Martinez-Raga, Jose
AU - Masiye, Felix
AU - Massano, Joao
AU - McGarvey, Stephen Theodore
AU - McGrath, John J.
AU - McKee, Martin
AU - McMahon, Brian J.
AU - Meaney, Peter A.
AU - Mehari, Alem
AU - Meija-Rodriguez, Fabiola
AU - Mekonnen, Alemayehu B.
AU - Melaku, Yohannes Adama
AU - Memiah, Peter
AU - Memish, Ziad A.
AU - Mendoza, Walter
AU - Meretoja, Atte
AU - Meretoja, Tuomo J.
AU - Mhimbira, Francis Apolinary
AU - Miller, Ted R.
AU - Mills, Edward J.
AU - Mirarefin, Mojde
AU - Mitchell, Philip B.
AU - Mock, Charles N.
AU - Mohammadi, Alireza
AU - Mohammed, Shafiu
AU - Monasta, Lorenzo
AU - Montanez Hernandez, Julio Cesar
AU - Montico, Marcella
AU - Mooney, Meghan D.
AU - Moradi-Lakeh, Maziar
AU - Morawska, Lidia
AU - Mueller, Ulrich O.
AU - Mullany, Erin
AU - Mumford, John Everett
AU - Murdoch, Michele E.
AU - Nachega, Jean B.
AU - Nagel, Gabriele
AU - Naheed, Aliya
AU - Naldi, Luigi
AU - Nangia, Vinay
AU - Newton, John N.
AU - Ng, Marie
AU - Ngalesoni, Frida Namnyak
AU - Quyen Le Nguyen, [Unknown]
AU - Nisar, Muhammad Imran
AU - Nkamedjie Pete, Patrick Martial
AU - Nona, Joan M.
AU - Norheim, Ole F.
AU - Norman, Rosana E.
AU - Norrving, Bo
AU - Nunes, Bruno P.
AU - Ogbo, Felix Akpojene
AU - Oh, In-Hwan
AU - Ohkubo, Takayoshi
AU - Olivares, Pedro R.
AU - Olusanya, Bolajoko Olubukunola
AU - Olusanya, Jacob Olusegun
AU - Ortiz, Alberto
AU - Osman, Majdi
AU - Ota, Erika
AU - Mahesh, P. A.
AU - Park, Eun-Kee
AU - Parsaeian, Mahboubeh
AU - de Azeredo Passos, Valeria Maria
AU - Paternina Caicedo, Angel J.
AU - Patten, Scott B.
AU - Patton, George C.
AU - Pereira, David M.
AU - Perez-Padilla, Rogelio
AU - Perico, Norberto
AU - Pesudovs, Konrad
AU - Petzold, Max
AU - Phillips, Michael Robert
AU - Piel, Frederic B.
AU - Pillay, Julian David
AU - Pishgar, Farhad
AU - Plass, Dietrich
AU - Platts-Mills, James A.
AU - Polinder, Suzanne
AU - Pond, Constance D.
AU - Popova, Svetlana
AU - Poulton, Richie G.
AU - Pourmalek, Farshad
AU - Prabhakaran, Dorairaj
AU - Prasad, Noela M.
AU - Qorbani, Mostafa
AU - Rabiee, Rynaz H. S.
AU - Radfar, Amir
AU - Rafay, Anwar
AU - Rahimi, Kazem
AU - Rahimi-Movaghar, Vafa
AU - Rahman, Mahfuzar
AU - Rahman, Mohammad Hifz Ur
AU - Rahman, Sajjad Ur
AU - Rai, Rajesh Kumar
AU - Rajsic, Sasa
AU - Ram, Usha
AU - Rao, Puja
AU - Refaat, Amany H.
AU - Reitsma, Marissa B.
AU - Remuzzi, Giuseppe
AU - Resnikofff, Serge
AU - Reynolds, Alex
AU - Ribeiro, Antonio L.
AU - Rios Blancas, Maria Jesus
AU - Rolm, Hirbo Shore
AU - Rojas-Rueda, David
AU - Ronfani, Luca
AU - Roshandel, Gholamreza
AU - Roth, Gregory A.
AU - Rothenbacher, Dietrich
AU - Roy, Ambuj
AU - Sagar, Rajesh
AU - Sahathevan, Ramesh
AU - Sanabria, Juan R.
AU - Dolores Sanchez-Nino, Maria
AU - Santos, Itamar S.
AU - Santos, Joao Vasco
AU - Sarmiento-Suarez, Rodrigo
AU - Sartorius, Benn
AU - Satpathy, Maheswar
AU - Savic, Miloje
AU - Sawhney, Monika
AU - Schaub, Michael P.
AU - Schmidt, Maria Ines
AU - Schneider, Ione J. C.
AU - Schottker, Ben
AU - Schwebel, David C.
AU - Scott, James G.
AU - Seedat, Soraya
AU - Sepanlou, Sadaf G.
AU - Servan-Mori, Edson E.
AU - Shackelford, Katya A.
AU - Shaheen, Amira
AU - Shaikh, Masood Ali
AU - Sharma, Rajesh
AU - Sharma, Upasana
AU - Shen, Jiabin
AU - Shepard, Donald S.
AU - Sheth, Kevin N.
AU - Shibuya, Kenji
AU - Shin, Min-Jeong
AU - Shiri, Rahman
AU - Shiue, Ivy
AU - Shrime, Mark G.
AU - Sigfusdottir, Inga Dora
AU - Silva, Diego Augusto Santos
AU - Alves Silveira, Dayane Gabriele
AU - Singh, Abhishek
AU - Singh, Jasvinder A.
AU - Singh, Om Prakash
AU - Singh, Prashant Kumar
AU - Sivonda, Anna
AU - Skirbekk, Vegard
AU - Skogen, Jens Christoffer
AU - Sligar, Amber
AU - Silwa, Karen
AU - Soljak, Michael
AU - Soreide, Kjetil
AU - Soriano, Joan B.
AU - Sposato, Luciano A.
AU - Sreeramareddy, Chandrashekhar T.
AU - Stathopoulou, Vasiliki
AU - Steel, Nicholas
AU - Stein, Dan J.
AU - Steiner, Timothy J.
AU - Steinke, Sabine
AU - Stovner, Lars
AU - Stroumpoulis, Konstantinos
AU - Sunguya, Bruno F.
AU - Sur, Patrick
AU - Swaminathan, Soumya
AU - Sykes, Bryan L.
AU - Szoeke, Cassandra E. I.
AU - Tabares-Seisdedos, Rafael
AU - Takala, Jukka S.
AU - Landon, Nikhil
AU - Tanne, David
AU - Tavakkoli, Mohammad
AU - Taye, Bineyam
AU - Taylor, Hugh R.
AU - Te Ao, Braden J.
AU - Tedla, Bemnet Amare
AU - Terkawi, Abdullah Sulieman
AU - Thomson, Alan J.
AU - Thorne-Lyman, Andrew L.
AU - Thrift, Amanda G.
AU - Thurston, George D.
AU - Tobe-Gai, Ruoyan
AU - Tonelli, Marcello
AU - Topor-Madry, Roman
AU - Topouzis, Fotis
AU - Tran, Bach Xuan
AU - Dimbuene, Zacharie Tsala
AU - Tsilimbaris, Miltiadis
AU - Tura, Abera Kenay
AU - Tuzcu, Emin Murat
AU - Tyrovolas, Stefanos
AU - Ukwaja, Kingsley N.
AU - Undurraga, Eduardo A.
AU - Uneke, Chigozie Jesse
AU - Uthman, Olalekan A.
AU - van Gool, Coen H.
AU - Varakin, Yuri Y.
AU - Vasankari, Tommi
AU - Venketasubramanian, Narayanaswamy
AU - Verma, Raj Kumar
AU - Violante, Francesco S.
AU - Vladimirov, Sergey K.
AU - Vlassov, Vasiliy Victorovich
AU - Vollset, Stein Emil
AU - Wagner, Gregory R.
AU - Waller, Stephen G.
AU - Wang, Linhong
AU - Watkins, David A.
AU - Weichenthal, Scott
AU - Weiderpass, Elisabete
AU - Weintraub, Robert G.
AU - Werdecker, Andrea
AU - Westerman, Ronny
AU - White, Richard A.
AU - Williams, Hywel C.
AU - Wiysonge, Charles Shey
AU - Wolfe, Charles D. A.
AU - Won, Sungho
AU - Woodbrook, Rachel
AU - Wubshet, Mamo
AU - Xavier, Denis
AU - Xu, Gelin
AU - Yadav, Ajit Kumar
AU - Yan, Lijing L.
AU - Yano, Yuichiro
AU - Yaseri, Mehdi
AU - Ye, Pengpeng
AU - Yebyo, Henock Gebremedhin
AU - Yip, Paul
AU - Yonemoto, Naohiro
AU - Yoon, Seok-Jun
AU - Younis, Mustafa Z.
AU - Yu, Chuanhua
AU - Zaidi, Zoubida
AU - Zaki, Maysaa El Sayed
AU - Zeeb, Hajo
AU - Zhou, Maigeng
AU - Zodpey, Sanjay
AU - Zuhlke, Liesl Joanna
AU - Murray, Christopher J. L.
PY - 2016/10/8
Y1 - 2016/10/8
N2 - Background Non-fatal outcomes of disease and injury increasingly detract from the ability of the world's population to live in full health, a trend largely attributable to an epidemiological transition in many countries from causes affecting children, to non-communicable diseases (NCDs) more common in adults. For the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015), we estimated the incidence, prevalence, and years lived with disability for diseases and injuries at the global, regional, and national scale over the period of 1990 to 2015.Methods We estimated incidence and prevalence by age, sex, cause, year, and geography with a wide range of updated and standardised analytical procedures. Improvements from GBD 2013 included the addition of new data sources, updates to literature reviews for 85 causes, and the identification and inclusion of additional studies published up to November, 2015, to expand the database used for estimation of non-fatal outcomes to 60 900 unique data sources. Prevalence and incidence by cause and sequelae were determined with DisMod-MR 2.1, an improved version of the DisMod-MR Bayesian meta-regression tool first developed for GBD 2010 and GBD 2013. For some causes, we used alternative modelling strategies where the complexity of the disease was not suited to DisMod-MR 2.1 or where incidence and prevalence needed to be determined from other data. For GBD 2015 we created a summary indicator that combines measures of income per capita, educational attainment, and fertility (the Socio-demographic Index [SDI]) and used it to compare observed patterns of health loss to the expected pattern for countries or locations with similar SDI scores.Findings We generated 9.3 billion estimates from the various combinations of prevalence, incidence, and YLDs for causes, sequelae, and impairments by age, sex, geography, and year. In 2015, two causes had acute incidences in excess of 1 billion: upper respiratory infections (17.2 billion, 95% uncertainty interval [UI] 15.4-19.2 billion) and diarrhoeal diseases (2.39 billion, 2.30-2.50 billion). Eight causes of chronic disease and injury each affected more than 10% of the world's population in 2015: permanent caries, tension-type headache, iron-deficiency anaemia, age-related and other hearing loss, migraine, genital herpes, refraction and accommodation disorders, and ascariasis. The impairment that affected the greatest number of people in 2015 was anaemia, with 2.36 billion (2.35-2.37 billion) individuals affected. The second and third leading impairments by number of individuals affected were hearing loss and vision loss, respectively. Between 2005 and 2015, there was little change in the leading causes of years lived with disability (YLDs) on a global basis. NCDs accounted for 18 of the leading 20 causes of age-standardised YLDs on a global scale. Where rates were decreasing, the rate of decrease for YLDs was slower than that of years of life lost (YLLs) for nearly every cause included in our analysis. For low SDI geographies, Group 1 causes typically accounted for 20-30% of total disability, largely attributable to nutritional deficiencies, malaria, neglected tropical diseases, HIV/AIDS, and tuberculosis. Lower back and neck pain was the leading global cause of disability in 2015 in most countries. The leading cause was sense organ disorders in 22 countries in Asia and Africa and one in central Latin America; diabetes in four countries in Oceania; HIV/AIDS in three southern sub-Saharan African countries; collective violence and legal intervention in two north African and Middle Eastern countries; iron-deficiency anaemia in Somalia and Venezuela; depression in Uganda; onchoceriasis in Liberia; and other neglected tropical diseases in the Democratic Republic of the Congo.Interpretation Ageing of the world's population is increasing the number of people living with sequelae of diseases and injuries. Shifts in the epidemiological profile driven by socioeconomic change also contribute to the continued increase in years lived with disability (YLDs) as well as the rate of increase in YLDs. Despite limitations imposed by gaps in data availability and the variable quality of the data available, the standardised and comprehensive approach of the GBD study provides opportunities to examine broad trends, compare those trends between countries or subnational geographies, benchmark against locations at similar stages of development, and gauge the strength or weakness of the estimates available. Copyright (C) The Author(s). Published by Elsevier Ltd.
AB - Background Non-fatal outcomes of disease and injury increasingly detract from the ability of the world's population to live in full health, a trend largely attributable to an epidemiological transition in many countries from causes affecting children, to non-communicable diseases (NCDs) more common in adults. For the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015), we estimated the incidence, prevalence, and years lived with disability for diseases and injuries at the global, regional, and national scale over the period of 1990 to 2015.Methods We estimated incidence and prevalence by age, sex, cause, year, and geography with a wide range of updated and standardised analytical procedures. Improvements from GBD 2013 included the addition of new data sources, updates to literature reviews for 85 causes, and the identification and inclusion of additional studies published up to November, 2015, to expand the database used for estimation of non-fatal outcomes to 60 900 unique data sources. Prevalence and incidence by cause and sequelae were determined with DisMod-MR 2.1, an improved version of the DisMod-MR Bayesian meta-regression tool first developed for GBD 2010 and GBD 2013. For some causes, we used alternative modelling strategies where the complexity of the disease was not suited to DisMod-MR 2.1 or where incidence and prevalence needed to be determined from other data. For GBD 2015 we created a summary indicator that combines measures of income per capita, educational attainment, and fertility (the Socio-demographic Index [SDI]) and used it to compare observed patterns of health loss to the expected pattern for countries or locations with similar SDI scores.Findings We generated 9.3 billion estimates from the various combinations of prevalence, incidence, and YLDs for causes, sequelae, and impairments by age, sex, geography, and year. In 2015, two causes had acute incidences in excess of 1 billion: upper respiratory infections (17.2 billion, 95% uncertainty interval [UI] 15.4-19.2 billion) and diarrhoeal diseases (2.39 billion, 2.30-2.50 billion). Eight causes of chronic disease and injury each affected more than 10% of the world's population in 2015: permanent caries, tension-type headache, iron-deficiency anaemia, age-related and other hearing loss, migraine, genital herpes, refraction and accommodation disorders, and ascariasis. The impairment that affected the greatest number of people in 2015 was anaemia, with 2.36 billion (2.35-2.37 billion) individuals affected. The second and third leading impairments by number of individuals affected were hearing loss and vision loss, respectively. Between 2005 and 2015, there was little change in the leading causes of years lived with disability (YLDs) on a global basis. NCDs accounted for 18 of the leading 20 causes of age-standardised YLDs on a global scale. Where rates were decreasing, the rate of decrease for YLDs was slower than that of years of life lost (YLLs) for nearly every cause included in our analysis. For low SDI geographies, Group 1 causes typically accounted for 20-30% of total disability, largely attributable to nutritional deficiencies, malaria, neglected tropical diseases, HIV/AIDS, and tuberculosis. Lower back and neck pain was the leading global cause of disability in 2015 in most countries. The leading cause was sense organ disorders in 22 countries in Asia and Africa and one in central Latin America; diabetes in four countries in Oceania; HIV/AIDS in three southern sub-Saharan African countries; collective violence and legal intervention in two north African and Middle Eastern countries; iron-deficiency anaemia in Somalia and Venezuela; depression in Uganda; onchoceriasis in Liberia; and other neglected tropical diseases in the Democratic Republic of the Congo.Interpretation Ageing of the world's population is increasing the number of people living with sequelae of diseases and injuries. Shifts in the epidemiological profile driven by socioeconomic change also contribute to the continued increase in years lived with disability (YLDs) as well as the rate of increase in YLDs. Despite limitations imposed by gaps in data availability and the variable quality of the data available, the standardised and comprehensive approach of the GBD study provides opportunities to examine broad trends, compare those trends between countries or subnational geographies, benchmark against locations at similar stages of development, and gauge the strength or weakness of the estimates available. Copyright (C) The Author(s). Published by Elsevier Ltd.
KW - EBOLA HEMORRHAGIC-FEVER
KW - SELF-RATED HEALTH
KW - ALZHEIMERS-DISEASE
KW - MENTAL-HEALTH
KW - PLASMODIUM-FALCIPARUM
KW - ANCHORING VIGNETTES
KW - UNITED-STATES
KW - VIRUS DISEASE
KW - HIV INCIDENCE
KW - DEMENTIA
U2 - 10.1016/S0140-6736(16)31678-6
DO - 10.1016/S0140-6736(16)31678-6
M3 - Article
VL - 388
SP - 1545
EP - 1602
JO - The Lancet
JF - The Lancet
SN - 0140-6736
IS - 10053
ER -