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Browsing by Author "Liang, Xiaofeng (26662590300)"

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    Child and adolescent health from 1990 to 2015: Findings from the global burden of diseases, injuries, and risk factors 2015 study
    (2017)
    Kassebaum, Nicholas (57202562224)
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    Kyu, Hmwe Hmwe (57217040073)
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    Zoeckler, Leo (57203905510)
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    Olsen, Helen Elizabeth (57203080494)
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    Thomas, Katie (56239717800)
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    Pinho, Christine (57212482983)
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    Bhutta, Zulfiqar A. (24342648300)
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    Dandona, Lalit (7007017243)
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    Ferrari, Alize (57195348907)
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    Ghiwot, Tsegaye Tewelde (57195446566)
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    Hay, Simon I. (7101875313)
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    Kinfu, Yohannes (12770281900)
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    Liang, Xiaofeng (26662590300)
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    Lopez, Alan (7401455668)
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    Malta, Deborah Carvalho (15835283500)
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    Mokdad, Ali H. (7004813962)
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    Naghavi, Mohsen (57207906323)
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    Patton, George C. (7102184358)
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    Salomon, Joshua (56745638600)
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    Sartorius, Benn (12788526800)
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    Topor-Madry, Roman (57211182892)
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    Vollset, Stein Emil (57196315778)
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    Werdecker, Andrea (57208964895)
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    Whiteford, Harvey A. (55906494000)
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    Abate, Kalkidan Hasen (57207943858)
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    Abbas, Kaja (57190285707)
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    Damtew, Solomon Abrha (58991324800)
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    Ahmed, Muktar Beshir (57207802317)
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    Akseer, Nadia (57207801968)
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    Al-Raddadi, Rajaa (57219673720)
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    Alemayohu, Mulubirhan Assefa (57203080528)
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    Altirkawi, Khalid (57202762923)
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    Abajobir, Amanuel Alemu (57203613441)
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    Amare, Azmeraw T. (57202220009)
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    Antonio, Carl A.T. (55247644500)
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    Arnlov, Johan (6602512227)
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    Artaman, Al (57217223811)
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    Asayesh, Hamid (55334322800)
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    Avokpaho, Euripide Frinel G. Arthur (57209842037)
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    Awasthi, Ashish (57200155811)
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    Quintanilla, Beatriz Paulina Ayala (55598298700)
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    Bacha, Umar (57200173721)
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    Betsu, Balem Demtsu (57196316128)
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    Barac, Aleksandra (55550748700)
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    Barnighausen, Till Winfried (23011726900)
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    Baye, Estifanos (57211220426)
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    Bedi, Neeraj (57988442200)
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    Bensenor, Isabela M. (7004830338)
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    Berhane, Adugnaw (57200410735)
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    Bernabe, Eduardo (57194696150)
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    Bernal, Oscar Alberto (44060935600)
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    Beyene, Addisu Shunu (57209036705)
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    Biadgilign, Sibhatu (57195448180)
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    Bikbov, Boris (57219957158)
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    Boyce, Cheryl Anne (7005306160)
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    Brazinova, Alexandra (57216996405)
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    Hailu, Gessessew Bugssa (57219637263)
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    Carter, Austin (57201756395)
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    Castaneda-Orjuela, Carlos A. (35769124700)
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    Catala-Lopez, Ferran (57202553733)
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    Charlson, Fiona J. (57191632086)
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    Chitheer, Abdulaal A. (57209314488)
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    Choi, Jee-Young Jasmine (57209706428)
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    Ciobanu, Liliana G. (57201603453)
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    Crump, John (57202595111)
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    Dandona, Rakhi (57203043697)
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    Dellavalle, Robert P. (7003806771)
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    Deribew, Amare (25625914400)
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    DeVeber, Gabrielle (57204345472)
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    Dicker, Daniel (57196026676)
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    Ding, Eric L. (54413849800)
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    Dubey, Manisha (57219898654)
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    Endries, Amanuel Yesuf (57216324852)
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    Erskine, Holly E. (57202798676)
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    Faraon, Emerito Jose Aquino (57195414019)
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    Faro, Andre (36770969600)
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    Farzadfar, Farshad (57195049611)
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    Fernandes, Joao C. (35274726800)
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    Fijabi, Daniel Obadare (56133163100)
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    Fitzmaurice, Christina (57212628757)
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    Fleming, Thomas D. (57222727747)
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    Flor, Luisa Sorio (54414102000)
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    Foreman, Kyle J. (57209064414)
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    Franklin, Richard C. (7201428429)
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    Fraser, Maya S. (57202561859)
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    Frostad, Joseph J. (57222306717)
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    Fullman, Nancy (57211064970)
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    Gebregergs, Gebremedhin Berhe (57078990000)
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    Gebru, Alemseged Aregay (57196196083)
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    Geleijnse, Johanna M. (35195702500)
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    Gibney, Katherine B. (57202564104)
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    Yihdego, Mahari Gidey (57194541914)
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    Ginawi, Ibrahim Abdelmageem Mohamed (57192378390)
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    Gishu, Melkamu Dedefo (57202568734)
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    Gizachew, Tessema Assefa (57194547996)
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    Glaser, Elizabeth (56133254300)
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    Gold, Audra L. (57194129483)
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    Goldberg, Ellen (57191842703)
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    Gona, Philimon (57219703762)
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    Goto, Atsushi (36339255500)
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    Gugnani, Harish Chander (7005567008)
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    Jiang, Guohong (56984997300)
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    Gupta, Rajeev (55705295300)
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    Tesfay, Fisaha Haile (57203977293)
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    Hankey, Graeme J. (7102816661)
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    Havmoeller, Rasmus (57212075728)
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    Hijar, Martha (57216555124)
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    Horino, Masako (57195769276)
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    Hosgood, H. Dean (56353204400)
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    Hu, Guoqing (57218106596)
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    Jacobsen, Kathryn H. (26029163100)
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    Jakovljevic, Mihajlo B. (14318929700)
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    Jayaraman, Sudha P. (57204716526)
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    Jha, Vivekanand (7005119423)
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    Jibat, Tariku (57212368830)
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    Johnson, Catherine O. (57212301236)
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    Jonas, Jost (7202492953)
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    Kasaeian, Amir (57195540738)
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    Kawakami, Norito (35377339000)
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    Keiyoro, Peter N. (57203177260)
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    Khalil, Ibrahim (58255049500)
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    Khang, Young-Ho (57198904674)
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    Khubchandani, Jagdish (57211720011)
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    Kiadaliri, Aliasghar A. Ahmad (57199100665)
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    Kieling, Christian (57218820714)
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    Kim, Daniel (57223019104)
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    Kissoon, Niranjan (7006364038)
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    Knibbs, Luke D. (16313525200)
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    Koyanagi, Ai (57197741912)
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    Krohn, Kristopher J. (57194138806)
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    Defo, Barthelemy Kuate (6602271655)
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    Bicer, Burcu Kucuk (57204528360)
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    Kulikoff, Rachel (57192649345)
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    Kumar, G. Anil (57139550500)
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    Lal, Dharmesh Kumar (57222488984)
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    Lam, Hilton Y. (35484312600)
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    Larson, Heidi J. (57223681247)
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    Larsson, Anders (56381985300)
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    Laryea, Dennis Odai (57201281307)
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    Leung, Janni (57214397752)
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    Lim, Stephen S. (57201800433)
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    Lo, Loon-Tzian (57214204231)
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    Lo, Warren D. (8964933400)
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    Looker, Katharine J. (57202553673)
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    Lotufo, Paulo A. (7003331101)
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    El Razek, Hassan Magdy Abd (57195948755)
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    Malekzadeh, Reza (7005197760)
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    Shifti, Desalegn Markos (57210741352)
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    Mazidi, Mohsen (57203231746)
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    Meaney, Peter A. (57208635601)
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    Meles, Kidanu Gebremariam (57951018400)
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    Memiah, Peter (57217207827)
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    Mendoza, Walter (57216905642)
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    Mengistie, Mubarek Abera (56045752700)
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    Mengistu, Gebremichael Welday (57225351270)
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    Mensah, George A. (57196028147)
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    Miller, Ted R. (7403948600)
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    Mock, Charles (7005790549)
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    Mohammadi, Alireza (56720095000)
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    Mohammed, Shafiu (57838689000)
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    Monasta, Lorenzo (7801520497)
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    Mueller, Ulrich (8512347500)
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    Nagata, Chie (50061824800)
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    Naheed, Aliya (57202560989)
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    Nguyen, Grant (57191591002)
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    Le Nguyen, Quyen (57204521771)
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    Nsoesie, Elaine (57222955478)
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    Oh, In-Hwan (57204090669)
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    Okoro, Anselm (54682112200)
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    Olusanya, Jacob Olusegun (57222488860)
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    Olusanya, Bolajoko O. (57218504682)
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    Ortiz, Alberto (7201911399)
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    Paudel, Deepak (57207871851)
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    Pereira, David M. (57200690024)
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    Perico, Norberto (56481931200)
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    Petzold, Max (7003628893)
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    Phillips, Michael Robert (57202563610)
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    Polanczyk, Guilherme V. (6507552141)
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    Pourmalek, Farshad (8309390500)
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    Qorbani, Mostafa (24831040300)
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    Rafay, Anwar (57212263323)
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    Rahimi-Movaghar, Vafa (6507646446)
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    Rahman, Mahfuzar (35571661300)
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    Rai, Rajesh Kumar (51864423900)
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    Ram, Usha (26653819000)
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    Rankin, Zane (57200251742)
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    Remuzzi, Giuseppe (56466188600)
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    Renzaho, Andre M.N. (6505786588)
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    Roba, Hirbo Shore (57200684844)
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    Rojas-Rueda, David (57203642966)
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    Ronfani, Luca (6602565620)
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    Sagar, Rajesh (26643103100)
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    Sanabria, Juan Ramon (7006262917)
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    Mohammed, Muktar Sano Kedir (57226235199)
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    Santos, Itamar S. (57198312911)
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    Satpathy, Maheswar (57202563691)
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    Sawhney, Monika (57220001947)
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    Schottker, Ben (37665918200)
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    Schwebel, David C. (6603681532)
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    Scott, James G. (57218307442)
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    Sepanlou, Sadaf G. (36248136000)
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    Shaheen, Amira (57202560956)
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    Shaikh, Masood Ali (57203122601)
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    She, June (59865584200)
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    Shiri, Rahman (57200737050)
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    Shiue, Ivy (35811219800)
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    Sigfusdottir, Inga Dora (57195363778)
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    Singh, Jasvinder (7404421736)
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    Silpakit, Naris (57202401404)
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    Smith, Alison (57191843859)
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    Sreeramareddy, Chandrashekhar (57212263335)
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    Stanaway, Jeffrey D. (57201210928)
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    Stein, Dan J. (55769747595)
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    Steiner, Caitlyn (57205358084)
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    Sufiyan, Muawiyyah Babale (58294633600)
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    Swaminathan, Soumya (7102380757)
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    Tabares-Seisdedos, Rafael (6602981102)
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    Tabb, Karen M. (51162023700)
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    Tadese, Fentaw (57190805861)
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    Tavakkoli, Mohammad (57202524239)
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    Taye, Bineyam (57210469900)
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    Teeple, Stephanie (57191850890)
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    Tegegne, Teketo Kassaw (57216998561)
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    Shifa, Girma Temam (57211793093)
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    Terkawi, Abdullah Sulieman (57211144258)
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    Thomas, Bernadette (7401507541)
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    Thomson, Alan J. (57969994200)
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    Tobe-Gai, Ruoyan (57209276611)
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    Tonelli, Marcello (7103102534)
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    Tran, Bach Xuan (57209107515)
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    Troeger, Christopher (57195223624)
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    Ukwaja, Kingsley N. (57202824584)
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    Uthman, Olalekan (23026328100)
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    Vasankari, Tommi (57189653936)
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    Venketasubramanian, Narayanaswamy (56804702100)
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    Vlassov, Vasiliy Victorovich (57211633239)
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    Weiderpass, Elisabete (57205018947)
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    Weintraub, Robert (7006079405)
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    Gebrehiwot, Solomon Weldemariam (57194550425)
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    Westerman, Ronny (57218361023)
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    Williams, Hywel C. (23500447000)
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    Wolfe, Charles D.A. (57202754705)
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    Woodbrook, Rachel (57200298006)
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    Yano, Yuichiro (57196965200)
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    Yonemoto, Naohiro (57204947657)
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    Yoon, Seok-Jun (24823148900)
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    Younis, Mustafa Z. (8549393000)
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    Yu, Chuanhua (57201889726)
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    El Sayed Zaki, Maysaa (57203666922)
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    Zegeye, Elias Asfaw (57209171278)
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    Zuhlke, Liesl Joanna (57209027746)
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    Murray, Christopher J.L. (57224556036)
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    Vos, Theo (57223885848)
    IMPORTANCE: Comprehensive and timely monitoring of disease burden in all age groups, including children and adolescents, is essential for improving population health. OBJECTIVE: To quantify and describe levels and trends of mortality and nonfatal health outcomes among children and adolescents from 1990 to 2015 to provide a framework for policy discussion. EVIDENCE REVIEW: Cause-specific mortality and nonfatal health outcomes were analyzed for 195 countries and territories by age group, sex, and year from 1990 to 2015 using standardized approaches for data processing and statistical modeling, with subsequent analysis of the findings to describe levels and trends across geography and time among children and adolescents 19 years or younger. A composite indicator of income, education, and fertility was developed (Socio-demographic Index [SDI]) for each geographic unit and year, which evaluates the historical association between SDI and health loss. FINDINGS: Global child and adolescent mortality decreased from 14.18 million (95% uncertainty interval [UI], 14.09 million to 14.28 million) deaths in 1990 to 7.26 million (95% UI, 7.14 million to 7.39 million) deaths in 2015, but progress has been unevenly distributed. Countries with a lower SDI had a larger proportion of mortality burden (75%) in 2015 than was the case in 1990 (61%). Most deaths in 2015 occurred in South Asia and sub-Saharan Africa. Global trends were driven by reductions in mortality owing to infectious, nutritional, and neonatal disorders, which in the aggregate led to a relative increase in the importance of noncommunicable diseases and injuries in explaining global disease burden. The absolute burden of disability in children and adolescents increased 4.3%(95%UI, 3.1%-5.6%) from 1990 to 2015, with much of the increase owing to population growth and improved survival for children and adolescents to older ages. Other than infectious conditions, many top causes of disability are associated with long-term sequelae of conditions present at birth (eg, neonatal disorders, congenital birth defects, and hemoglobinopathies) and complications of a variety of infections and nutritional deficiencies. Anemia, developmental intellectual disability, hearing loss, epilepsy, and vision loss are important contributors to childhood disability that can arise from multiple causes. Maternal and reproductive health remains a key cause of disease burden in adolescent females, especially in lower-SDI countries. In low-SDI countries, mortality is the primary driver of health loss for children and adolescents, whereas disability predominates in higher-SDI locations; the specific pattern of epidemiological transition varies across diseases and injuries. CONCLUSIONS AND RELEVANCE: Consistent international attention and investment have led to sustained improvements in causes of health loss among children and adolescents in many countries, although progress has been uneven. The persistence of infectious diseases in some countries, coupled with ongoing epidemiologic transition to injuries and noncommunicable diseases, require all countries to carefully evaluate and implement appropriate strategies to maximize the health of their children and adolescents and for the international community to carefully consider which elements of child and adolescent health should be monitored. © 2017 American Medical Association. All rights reserved.
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    Erratum: Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017 (The Lancet (2018) 392(10159) (1923–1994), (S0140673618322256), (10.1016/S0140-6736(18)32225-6))
    (2019)
    Stanaway, Jeffrey D. (57201210928)
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    Afshin, Ashkan (57217465455)
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    Gakidou, Emmanuela (57202567277)
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    Lim, Stephen S. (7404081544)
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    Abate, Degu (57204237665)
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    Abate, Kalkidan Hassen (57207943858)
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    Abbafati, Cristiana (54917122400)
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    Abbasi, Nooshin (57212442022)
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    Abbastabar, Hedayat (57212441848)
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    Abd-Allah, Foad (36503428900)
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    Abdela, Jemal (57200613000)
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    Abdelalim, Ahmed (7801307783)
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    Abdollahpour, Ibrahim (36997151900)
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    Abdulkader, Rizwan Suliankatchi (57195295816)
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    Abebe, Molla (57211131124)
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    Abebe, Zegeye (57193002719)
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    Abera, Semaw F. (57205180598)
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    Abil, Olifan Zewdie (57204558002)
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    Abraha, Haftom Niguse (57195289877)
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    Abrham, Aklilu Roba (57202704637)
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    Abu-Raddad, Laith Jamal (14032724700)
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    Abu-Rmeileh, Niveen M.E. (57216675148)
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    Accrombessi, Manfred Mario Kokou (55353650500)
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    Acharya, Dilaram (56770895600)
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    Acharya, Pawan (56435749900)
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    Adamu, Abdu A. (57202024381)
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    Adane, Akilew Awoke (56993205300)
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    Adebayo, Oladimeji M. (57194329853)
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    Adedoyin, Rufus Adesoji (55947572800)
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    Adekanmbi, Victor (53463192900)
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    Ademi, Zanfina (32867460300)
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    Adetokunboh, Olatunji O. (56598104300)
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    Adib, Mina G. (57204560513)
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    Admasie, Amha (56609274200)
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    Adsuar, Jose C. (21738958900)
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    Afanvi, Kossivi Agbelenko (57189844785)
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    Afarideh, Mohsen (56227034300)
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    Agarwal, Gina (57220151944)
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    Aggarwal, Anju (36665699700)
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    Aghayan, Sargis Aghasi (57202646096)
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    Agrawal, Anurag (59030333500)
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    Agrawal, Sutapa (57202841733)
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    Ahmadi, Alireza (56336080700)
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    Ahmadi, Mehdi (16644923000)
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    Ahmadieh, Hamid (57203677679)
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    Ahmed, Muktar Beshir (57207802317)
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    Aichour, Amani Nidhal (57195486768)
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    Aichour, Ibtihel (57195485980)
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    Aichour, Miloud Taki Eddine (57195488258)
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    Akbari, Mohammad Esmaeil (56666938200)
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    Akinyemiju, Tomi (57202561503)
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    Akseer, Nadia (57207801968)
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    Al-Aly, Ziyad (9738161500)
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    Al-Eyadhy, Ayman (24554080400)
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    Al-Mekhlafi, Hesham M. (8625547100)
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    Alahdab, Fares (55135922900)
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    Alam, Khurshid (57203681299)
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    Alam, Samiah (57208071722)
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    Alam, Tahiya (57205589820)
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    Alashi, Alaa (57190305608)
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    Alavian, Seyed Moayed (55103199900)
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    Alene, Kefyalew Addis (57202583764)
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    Ali, Komal (57201650740)
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    Ali, Syed Mustafa (57188688612)
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    Alijanzadeh, Mehran (56236864700)
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    Alizadeh-Navaei, Reza (36024974700)
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    Aljunid, Syed Mohamed (6504304159)
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    Alkerwi, Ala’a (57197724313)
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    Alla, François (6701580827)
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    Alsharif, Ubai (57211633255)
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    Altirkawi, Khalid (57202762923)
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    Alvis-Guzman, Nelson (57210741239)
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    Amare, Azmeraw T. (57202220009)
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    Ammar, Walid (57208159281)
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    Anber, Nahla Hamed (57202351369)
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    Anderson, Jason A. (57204563525)
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    Andrei, Catalina Liliana (36543507200)
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    Androudi, Sofia (6603286512)
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    Animut, Megbaru Debalkie (57204558749)
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    Anjomshoa, Mina (57204563282)
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    Ansha, Mustafa Geleto (57195329453)
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    Antó, Josep M. (56196020900)
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    Antonio, Carl Abelardo T. (55247644500)
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    Anwari, Palwasha (57217465526)
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    Appiah, Lambert Tetteh (26643827800)
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    Appiah, Seth Christopher Yaw (57204569403)
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    Arabloo, Jalal (57208760927)
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    Aremu, Olatunde (57214958833)
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    Ärnlöv, Johan (6602512227)
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    Artaman, Al (57217223811)
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    Aryal, Krishna K. (57203859052)
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    Asayesh, Hamid (55334322800)
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    Ataro, Zerihun (57204563849)
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    Ausloos, Marcel (7101798907)
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    Avokpaho, Euripide F.G.A. (57209842037)
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    Awasthi, Ashish (58420926700)
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    Siddiqi, Tariq J. (57193718539)
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    Sigfusdottir, Inga Dora (57214359118)
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    Sigurvinsdottir, Rannveig (56006396200)
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    Silveira, Dayane Gabriele Alves (57190284103)
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    Singh, Jasvinder A. (7404421736)
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    Spinelli, Angela (7102473362)
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    Vasankari, Tommi Juhani (23096834700)
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    Venkateswaran, Vidhya (59829999400)
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    Venketasubramanian, Narayanaswamy (56804702100)
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    Villafaina, Santos (57195804127)
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    Violante, Francesco S. (7003555890)
    Background The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017 comparative risk assessment (CRA) is a comprehensive approach to risk factor quantification that offers a useful tool for synthesising evidence on risks and risk–outcome associations. With each annual GBD study, we update the GBD CRA to incorporate improved methods, new risks and risk–outcome pairs, and new data on risk exposure levels and risk–outcome associations. Methods We used the CRA framework developed for previous iterations of GBD to estimate levels and trends in exposure, attributable deaths, and attributable disability-adjusted life-years (DALYs), by age group, sex, year, and location for 84 behavioural, environmental and occupational, and metabolic risks or groups of risks from 1990 to 2017. This study included 476 risk–outcome pairs that met the GBD study criteria for convincing or probable evidence of causation. We extracted relative risk and exposure estimates from 46 749 randomised controlled trials, cohort studies, household surveys, census data, satellite data, and other sources. We used statistical models to pool data, adjust for bias, and incorporate covariates. Using the counterfactual scenario of theoretical minimum risk exposure level (TMREL), we estimated the portion of deaths and DALYs that could be attributed to a given risk. We explored the relationship between development and risk exposure by modelling the relationship between the Socio-demographic Index (SDI) and risk-weighted exposure prevalence and estimated expected levels of exposure and risk-attributable burden by SDI. Finally, we explored temporal changes in risk-attributable DALYs by decomposing those changes into six main component drivers of change as follows: (1) population growth; (2) changes in population age structures; (3) changes in exposure to environmental and occupational risks; (4) changes in exposure to behavioural risks; (5) changes in exposure to metabolic risks; and (6) changes due to all other factors, approximated as the risk-deleted death and DALY rates, where the risk-deleted rate is the rate that would be observed had we reduced the exposure levels to the TMREL for all risk factors included in GBD 2017. Findings In 2017, 34·1 million (95% uncertainty interval [UI] 33·3–35·0) deaths and 1·21 billion (1·14–1·28) DALYs were attributable to GBD risk factors. Globally, 61·0% (59·6–62·4) of deaths and 48·3% (46·3–50·2) of DALYs were attributed to the GBD 2017 risk factors. When ranked by risk-attributable DALYs, high systolic blood pressure (SBP) was the leading risk factor, accounting for 10·4 million (9·39–11·5) deaths and 218 million (198–237) DALYs, followed by smoking (7·10 million [6·83–7·37] deaths and 182 million [173–193] DALYs), high fasting plasma glucose (6·53 million [5·23–8·23] deaths and 171 million [144–201] DALYs), high body-mass index (BMI; 4·72 million [2·99–6·70] deaths and 148 million [98·6–202] DALYs), and short gestation for birthweight (1·43 million [1·36–1·51] deaths and 139 million [131–147] DALYs). In total, risk-attributable DALYs declined by 4·9% (3·3–6·5) between 2007 and 2017. In the absence of demographic changes (ie, population growth and ageing), changes in risk exposure and risk-deleted DALYs would have led to a 23·5% decline in DALYs during that period. Conversely, in the absence of changes in risk exposure and risk-deleted DALYs, demographic changes would have led to an 18·6% increase in DALYs during that period. The ratios of observed risk exposure levels to exposure levels expected based on SDI (O/E ratios) increased globally for unsafe drinking water and household air pollution between 1990 and 2017. This result suggests that development is occurring more rapidly than are changes in the underlying risk structure in a population. Conversely, nearly universal declines in O/E ratios for smoking and alcohol use indicate that, for a given SDI, exposure to these risks is declining. In 2017, the leading Level 4 risk factor for age-standardised DALY rates was high SBP in four super-regions: central Europe, eastern Europe, and central Asia; north Africa and Middle East; south Asia; and southeast Asia, east Asia, and Oceania. The leading risk factor in the high-income super-region was smoking, in Latin America and Caribbean was high BMI, and in sub-Saharan Africa was unsafe sex. O/E ratios for unsafe sex in sub-Saharan Africa were notably high, and those for alcohol use in north Africa and the Middle East were notably low. Interpretation By quantifying levels and trends in exposures to risk factors and the resulting disease burden, this assessment offers insight into where past policy and programme efforts might have been successful and highlights current priorities for public health action. Decreases in behavioural, environmental, and occupational risks have largely offset the effects of population growth and ageing, in relation to trends in absolute burden. Conversely, the combination of increasing metabolic risks and population ageing will probably continue to drive the increasing trends in non-communicable diseases at the global level, which presents both a public health challenge and opportunity. We see considerable spatiotemporal heterogeneity in levels of risk exposure and risk-attributable burden. Although levels of development underlie some of this heterogeneity, O/E ratios show risks for which countries are overperforming or underperforming relative to their level of development. As such, these ratios provide a benchmarking tool to help to focus local decision making. Our findings reinforce the importance of both risk exposure monitoring and epidemiological research to assess causal connections between risks and health outcomes, and they highlight the usefulness of the GBD study in synthesising data to draw comprehensive and robust conclusions that help to inform good policy and strategic health planning. Copyright © 2018 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.
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    Erratum: Global, regional, national, and selected subnational levels of stillbirths, neonatal, infant, and under-5 mortality, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015 (The Lancet (2016) 388(10053) (1725–1774)(S0140673616315756)(10.1016/S0140-6736(16)31575-6))
    (2017)
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    Murray, Christopher J L (55481130700)
    GBD 2015 Child Mortality Collaborators. Global, regional, national, and selected subnational levels of stillbirths, neonatal, infant, and under-5 mortality, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet 2016; 388: 1725–74—In this Article, Mohsen Naghavi, Michael J Kutz, Chantal Huynh, Samer Hamidi, Addisu Shunu Beyene, and Stephen S Lim should have been listed as authors. The affiliation details for Simon I Hay have been updated. The funding statement for Simon I Hay has been added. These corrections have been made to the online version as of Jan 5, 2017. © 2017 Elsevier Ltd
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    Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990-2013: A systematic analysis for the Global Burden of Disease Study 2013
    (2015)
    Naghavi, Mohsen (57207906323)
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    Yun Jin, Kim (57190155872)
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    Zamakhshary, Mohammed Fouad (22837435200)
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    Zeeb, Hajo (57203073012)
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    Zhang, Yong (55891238500)
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    Zhao, Yong (59798995400)
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    Zheng, Yingfeng (58918045300)
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    Zhu, Jun (56215097100)
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    Zhu, Shankuan (7404391225)
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    Zonies, David (6507066392)
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    Zou, Xiao Nong (57216284159)
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    Zunt, Joseph R. (6602746216)
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    Vos, Theo (57223885848)
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    Lopez, Alan D. (7401455668)
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    Murray, Christopher J.L. (55481130700)
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    Alcalá-Cerra, G. (35769097100)
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    Hu, H. (55740738900)
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    Karam, N. (57221993192)
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    Sabin, N. (57202568454)
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    Temesgen, A.M. (56541894900)
    Background Up-to-date evidence on levels and trends for age-sex-specific all-cause and cause-specific mortality is essential for the formation of global, regional, and national health policies. In the Global Burden of Disease Study 2013 (GBD 2013) we estimated yearly deaths for 188 countries between 1990, and 2013. We used the results to assess whether there is epidemiological convergence across countries. Methods We estimated age-sex-specific all-cause mortality using the GBD 2010 methods with some refinements to improve accuracy applied to an updated database of vital registration, survey, and census data. We generally estimated cause of death as in the GBD 2010. Key improvements included the addition of more recent vital registration data for 72 countries, an updated verbal autopsy literature review, two new and detailed data systems for China, and more detail for Mexico, UK, Turkey, and Russia. We improved statistical models for garbage code redistribution. We used six different modelling strategies across the 240 causes; cause of death ensemble modelling (CODEm) was the dominant strategy for causes with sufficient information. Trends for Alzheimer's disease and other dementias were informed by meta-regression of prevalence studies. For pathogen-specific causes of diarrhoea and lower respiratory infections we used a counterfactual approach. We computed two measures of convergence (inequality) across countries: the average relative difference across all pairs of countries (Gini coefficient) and the average absolute difference across countries. To summarise broad findings, we used multiple decrement life-tables to decompose probabilities of death from birth to exact age 15 years, from exact age 15 years to exact age 50 years, and from exact age 50 years to exact age 75 years, and life expectancy at birth into major causes. For all quantities reported, we computed 95% uncertainty intervals (UIs). We constrained cause-specific fractions within each age-sex-country-year group to sum to all-cause mortality based on draws from the uncertainty distributions. Findings Global life expectancy for both sexes increased from 65·3 years (UI 65·0-65·6) in 1990, to 71·5 years (UI 71·0-71·9) in 2013, while the number of deaths increased from 47·5 million (UI 46·8-48·2) to 54·9 million (UI 53·6-56·3) over the same interval. Global progress masked variation by age and sex: for children, average absolute differences between countries decreased but relative differences increased. For women aged 25-39 years and older than 75 years and for men aged 20-49 years and 65 years and older, both absolute and relative differences increased. Decomposition of global and regional life expectancy showed the prominent role of reductions in age-standardised death rates for cardiovascular diseases and cancers in high-income regions, and reductions in child deaths from diarrhoea, lower respiratory infections, and neonatal causes in low-income regions. HIV/AIDS reduced life expectancy in southern sub-Saharan Africa. For most communicable causes of death both numbers of deaths and age-standardised death rates fell whereas for most non-communicable causes, demographic shifts have increased numbers of deaths but decreased age-standardised death rates. Global deaths from injury increased by 10·7%, from 4·3 million deaths in 1990 to 4·8 million in 2013; but age-standardised rates declined over the same period by 21%. For some causes of more than 100 000 deaths per year in 2013, age-standardised death rates increased between 1990 and 2013, including HIV/AIDS, pancreatic cancer, atrial fibrillation and flutter, drug use disorders, diabetes, chronic kidney disease, and sickle-cell anaemias. Diarrhoeal diseases, lower respiratory infections, neonatal causes, and malaria are still in the top five causes of death in children younger than 5 years. The most important pathogens are rotavirus for diarrhoea and pneumococcus for lower respiratory infections. Country-specific probabilities of death over three phases of life were substantially varied between and within regions. Interpretation For most countries, the general pattern of reductions in age-sex specific mortality has been associated with a progressive shift towards a larger share of the remaining deaths caused by non-communicable disease and injuries. Assessing epidemiological convergence across countries depends on whether an absolute or relative measure of inequality is used. Nevertheless, age-standardised death rates for seven substantial causes are increasing, suggesting the potential for reversals in some countries. Important gaps exist in the empirical data for cause of death estimates for some countries; for example, no national data for India are available for the past decade. Funding Bill & Melinda Gates Foundation. © 2015 Elsevier Ltd.
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    Publication
    Global, regional, and national age-sex specific mortality for 264 causes of death, 1980–2016: a systematic analysis for the Global Burden of Disease Study 2016
    (2017)
    Naghavi, Mohsen (57207906323)
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    Zegeye, Elias Asfaw (57209171278)
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    Zenebe, Zerihun Menlkalew (57200737185)
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    Zhang, Anthony Lin (56391112900)
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    Lopez, Alan D. (7401455668)
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    Murray, Christopher J.L. (55481130700)
    Background: Monitoring levels and trends in premature mortality is crucial to understanding how societies can address prominent sources of early death. The Global Burden of Disease 2016 Study (GBD 2016) provides a comprehensive assessment of cause-specifc mortality for 264 causes in 195 locations from 1980 to 2016. This assessment includes evaluation of the expected epidemiological transition with changes in development and where local patterns deviate from these trends. Methods: We estimated cause-specifc deaths and years of life lost (YLLs) by age, sex, geography, and year. YLLs were calculated from the sum of each death multiplied by the standard life expectancy at each age. We used the GBD cause of death database composed of: vital registration (VR) data corrected for under-registration and garbage coding; national and subnational verbal autopsy (VA) studies corrected for garbage coding; and other sources including surveys and surveillance systems for specifc causes such as maternal mortality. To facilitate assessment of quality, we reported on the fraction of deaths assigned to GBD Level 1 or Level 2 causes that cannot be underlying causes of death (major garbage codes) by location and year. Based on completeness, garbage coding, cause list detail, and time periods covered, we provided an overall data quality rating for each location with scores ranging from 0 stars (worst) to 5 stars (best). We used robust statistical methods including the Cause of Death Ensemble model (CODEm) to generate estimates for each location, year, age, and sex. We assessed observed and expected levels and trends of cause-specifc deaths in relation to the Socio-demographic Index (SDI), a summary indicator derived from measures of average income per capita, educational attainment, and total fertility, with locations grouped into quintiles by SDI. Relative to GBD 2015, we expanded the GBD cause hierarchy by 18 causes of death for GBD 2016. Findings: The quality of available data varied by location. Data quality in 25 countries rated in the highest category (5 stars), while 48, 30, 21, and 44 countries were rated at each of the succeeding data quality levels. Vital registration or verbal autopsy data were not available in 27 countries, resulting in the assignment of a zero value for data quality. Deaths from non-communicable diseases (NCDs) represented 72·3% (95% uncertainty interval [UI] 71·2-73·2) of deaths in 2016 with 19·3% (18·5-20·4) of deaths in that year occurring from communicable, maternal, neonatal, and nutritional (CMNN) diseases and a further 8·43% (8·00-8·67) from injuries. Although age-standardised rates of death from NCDs decreased globally between 2006 and 2016, total numbers of these deaths increased; both numbers and age-standardised rates of death from CMNN causes decreased in the decade 2006-16 - age-standardised rates of deaths from injuries decreased but total numbers varied little. In 2016, the three leading global causes of death in children under-5 were lower respiratory infections, neonatal preterm birth complications, and neonatal encephalopathy due to birth asphyxia and trauma, combined resulting in 1·80 million deaths (95% UI 1·59 million to 1·89 million). Between 1990 and 2016, a profound shift toward deaths at older ages occurred with a 178% (95% UI 176-181) increase in deaths in ages 90-94 years and a 210% (208-212) increase in deaths older than age 95 years. The ten leading causes by rates of age-standardised YLL signifcantly decreased from 2006 to 2016 (median annualised rate of change was a decrease of 2·89%); the median annualised rate of change for all other causes was lower (a decrease of 1·59%) during the same interval. Globally, the fve leading causes of total YLLs in 2016 were cardiovascular diseases; diarrhoea, lower respiratory infections, and other common infectious diseases; neoplasms; neonatal disorders; and HIV/AIDS and tuberculosis. At a fner level of disaggregation within cause groupings, the ten leading causes of total YLLs in 2016 were ischaemic heart disease, cerebrovascular disease, lower respiratory infections, diarrhoeal diseases, road injuries, malaria, neonatal preterm birth complications, HIV/AIDS, chronic obstructive pulmonary disease, and neonatal encephalopathy due to birth asphyxia and trauma. Ischaemic heart disease was the leading cause of total YLLs in 113 countries for men and 97 countries for women. Comparisons of observed levels of YLLs by countries, relative to the level of YLLs expected on the basis of SDI alone, highlighted distinct regional patterns including the greater than expected level of YLLs from malaria and from HIV/AIDS across sub-Saharan Africa; diabetes mellitus, especially in Oceania; interpersonal violence, notably within Latin America and the Caribbean; and cardiomyopathy and myocarditis, particularly in eastern and central Europe. The level of YLLs from ischaemic heart disease was less than expected in 117 of 195 locations. Other leading causes of YLLs for which YLLs were notably lower than expected included neonatal preterm birth complications in many locations in both south Asia and southeast Asia, and cerebrovascular disease in western Europe. Interpretation: The past 37 years have featured declining rates of communicable, maternal, neonatal, and nutritional diseases across all quintiles of SDI, with faster than expected gains for many locations relative to their SDI. A global shift towards deaths at older ages suggests success in reducing many causes of early death. YLLs have increased globally for causes such as diabetes mellitus or some neoplasms, and in some locations for causes such as drug use disorders, and confict and terrorism. Increasing levels of YLLs might refect outcomes from conditions that required high levels of care but for which efective treatments remain elusive, potentially increasing costs to health systems. Copyright © 2017 The Author(s). Published by Elsevier Ltd.
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    Publication
    Global, regional, and national age-sex-specific mortality and life expectancy, 1950-2017: A systematic analysis for the Global Burden of Disease Study 2017
    (2018)
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    ;
    Si, Si (56706979500)
    Background: Assessments of age-specifc mortality and life expectancy have been done by the UN Population Division, Department of Economics and Social Afairs (UNPOP), the United States Census Bureau, WHO, and as part of previous iterations of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD). Previous iterations of the GBD used population estimates from UNPOP, which were not derived in a way that was internally consistent with the estimates of the numbers of deaths in the GBD. The present iteration of the GBD, GBD 2017, improves on previous assessments and provides timely estimates of the mortality experience of populations globally. Methods: The GBD uses all available data to produce estimates of mortality rates between 1950 and 2017 for 23 age groups, both sexes, and 918 locations, including 195 countries and territories and subnational locations for 16 countries. Data used include vital registration systems, sample registration systems, household surveys (complete birth histories, summary birth histories, sibling histories), censuses (summary birth histories, household deaths), and Demographic Surveillance Sites. In total, this analysis used 8259 data sources. Estimates of the probability of death between birth and the age of 5 years and between ages 15 and 60 years are generated and then input into a model life table system to produce complete life tables for all locations and years. Fatal discontinuities and mortality due to HIV/AIDS are analysed separately and then incorporated into the estimation. We analyse the relationship between age-specifc mortality and development status using the Socio-demographic Index, a composite measure based on fertility under the age of 25 years, education, and income. There are four main methodological improvements in GBD 2017 compared with GBD 2016: 622 additional data sources have been incorporated; new estimates of population, generated by the GBD study, are used; statistical methods used in diferent components of the analysis have been further standardised and improved; and the analysis has been extended backwards in time by two decades to start in 1950. Findings: Globally, 18·7% (95% uncertainty interval 18·4-19·0) of deaths were registered in 1950 and that proportion has been steadily increasing since, with 58·8% (58·2-59·3) of all deaths being registered in 2015. At the global level, between 1950 and 2017, life expectancy increased from 48·1 years (46·5-49·6) to 70·5 years (70·1-70·8) for men and from 52·9 years (51·7-54·0) to 75·6 years (75·3-75·9) for women. Despite this overall progress, there remains substantial variation in life expectancy at birth in 2017, which ranges from 49·1 years (46·5-51·7) for men in the Central African Republic to 87·6 years (86·9-88·1) among women in Singapore. The greatest progress across age groups was for children younger than 5 years; under-5 mortality dropped from 216·0 deaths (196·3-238·1) per 1000 livebirths in 1950 to 38·9 deaths (35·6-42·83) per 1000 livebirths in 2017, with huge reductions across countries. Nevertheless, there were still 5·4 million (5·2-5·6) deaths among children younger than 5 years in the world in 2017. Progress has been less pronounced and more variable for adults, especially for adult males, who had stagnant or increasing mortality rates in several countries. The gap between male and female life expectancy between 1950 and 2017, while relatively stable at the global level, shows distinctive patterns across super-regions and has consistently been the largest in central Europe, eastern Europe, and central Asia, and smallest in south Asia. Performance was also variable across countries and time in observed mortality rates compared with those expected on the basis of development. Interpretation: This analysis of age-sex-specifc mortality shows that there are remarkably complex patterns in population mortality across countries. The fndings of this study highlight global successes, such as the large decline in under-5 mortality, which refects signifcant local, national, and global commitment and investment over several decades. However, they also bring attention to mortality patterns that are a cause for concern, particularly among adult men and, to a lesser extent, women, whose mortality rates have stagnated in many countries over the time period of this study, and in some cases are increasing. © 2018 The Author(s).
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    Global, regional, and national cancer incidence, mortality, years of life lost, years lived with disability, and disability-adjusted life-years for 32 cancer groups, 1990 to 2015: A Systematic Analysis for the Global Burden of Disease Study Global Burden of Disease Cancer Collaboration
    (2017)
    Fitzmaurice, Christina (57212628757)
    ;
    Allen, Christine (57200170678)
    ;
    Barber, Ryan M. (57202560423)
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    Barregard, Lars (57226221232)
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    Bhutta, Zulfiqar A. (24342648300)
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    Brenner, Hermann (7201832825)
    ;
    Dicker, Daniel J. (57196026676)
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    Chimed-Orchir, Odgerel (57217262222)
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    Dandona, Rakhi (57203043697)
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    Dandona, Lalit (7007017243)
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    Fleming, Tom (57222727747)
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    Forouzanfar, Mohammad H. (57202562738)
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    Hancock, Jamie (57202975481)
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    Hay, Roderick J. (56785229200)
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    Hunter-Merrill, Rachel (36671231500)
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    Huynh, Chantal (57202556112)
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    Hosgood, H. Dean (56353204400)
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    Johnson, Catherine O. (57212301236)
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    Jonas, Jost B. (7202492953)
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    Khubchandani, Jagdish (57211720011)
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    Kumar, G. Anil (57139550500)
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    Kutz, Michael (57195617315)
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    Lan, Qing (56682598900)
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    Larson, Heidi J. (57223681247)
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    Liang, Xiaofeng (26662590300)
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    Lim, Stephen S. (57201800433)
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    Lopez, Alan D. (7401455668)
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    MacIntyre, Michael F. (57202561757)
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    Marczak, Laurie (57200295553)
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    Marquez, Neal (57200287617)
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    Mokdad, Ali H. (7004813962)
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    Pinho, Christine (57212482983)
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    Pourmalek, Farshad (8309390500)
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    Salomon, Joshua A. (56745638600)
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    Sanabria, Juan Ramon (7006262917)
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    Sandar, Logan (57202561352)
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    Sartorius, Benn (12788526800)
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    Schwartz, Stephen M. (57199222173)
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    Shackelford, Katya A. (57202959163)
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    Shibuya, Kenji (8948057900)
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    Stanaway, Jeff (57201210928)
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    Steiner, Caitlyn (57205358084)
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    Sun, Jiandong (55547135892)
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    Takahashi, Ken (55741242600)
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    Vollset, Stein Emil (57196315778)
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    Vos, Theo (57223885848)
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    Wagner, Joseph A. (56990441500)
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    Wang, Haidong (16507828100)
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    Westerman, Ronny (57218361023)
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    Zeeb, Hajo (57203073012)
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    Zoeckler, Leo (57203905510)
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    Abd-Allah, Foad (36503428900)
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    Ahmed, Muktar Beshir (57207802317)
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    Alabed, Samer (58021637200)
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    Alam, Noore K. (57202437697)
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    Aldhahri, Saleh Fahed (57190287615)
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    Alem, Girma (57219674356)
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    Alemayohu, Mulubirhan Assefa (57203080528)
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    Ali, Raghib (57196506541)
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    Al-Raddadi, Rajaa (57219673720)
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    Amare, Azmeraw (57202220009)
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    Amoako, Yaw (44960986700)
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    Artaman, Al (57217223811)
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    Asayesh, Hamid (55334322800)
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    Atnafu, Niguse (57140833400)
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    Awasthi, Ashish (58420926700)
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    Saleem, Huda Ba (57211004875)
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    Barac, Aleksandra (55550748700)
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    Bedi, Neeraj (57988442200)
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    Bensenor, Isabela (7004830338)
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    Berhane, Adugnaw (57200410735)
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    Bernabé, Eduardo (57194696150)
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    Betsu, Balem (57196316128)
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    Binagwaho, Agnes (8314417100)
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    Boneya, Dube (57194067231)
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    Campos-Nonato, Ismael (57203424784)
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    Castañeda-Orjuela, Carlos (35769124700)
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    Catalá-López, Ferrán (57202553733)
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    Chiang, Peggy (59846886500)
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    Chibueze, Chioma (57244744000)
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    Chitheer, Abdulaal (57209314488)
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    Choi, Jee-Young (59890752700)
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    Cowie, Benjamin (57202566182)
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    Damtew, Solomon (58991324800)
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    Das Neves, José (57208073193)
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    Dey, Suhojit (25958052600)
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    Dharmaratne, Samath (57216324802)
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    Dhillon, Preet (57201002943)
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    Ding, Eric (54413849800)
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    Driscoll, Tim (7005928308)
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    Ekwueme, Donatus (56664774000)
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    Endries, Aman Yesuf (57216324852)
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    Farvid, Maryam (8273562500)
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    Farzadfar, Farshad (57195049611)
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    Fernandes, Joao (35274726800)
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    Fischer, Florian (55508208800)
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    Ghiwot, Tsegaye Tewelde (57195446566)
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    Gebru, Alemseged (57196196083)
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    Gopalani, Sameer (57190277891)
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    Hailu, Alemayehu (57225733572)
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    Horino, Masako (57195769276)
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    Horita, Nobuyuki (57217110823)
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    Husseini, Abdullatif (57221681109)
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    Huybrechts, Inge (13406113100)
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    Inoue, Manami (57202880842)
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    Islami, Farhad (56926442900)
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    Jakovljevic, Mihajlo (14318929700)
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    James, Spencer (57202557998)
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    Javanbakht, Mehdi (57204619886)
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    Jee, Sun Ha (16039275900)
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    Kasaeian, Amir (57195540738)
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    Kedir, Muktar Sano (57226235199)
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    Khader, Yousef S. (55654192600)
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    Khang, Young-Ho (57198904674)
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    Kim, Daniel (57223019104)
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    Leigh, James (7202089604)
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    Linn, Shai (7102590173)
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    Lunevicius, Raimundas (57216165063)
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    El Razek, Hassan Magdy Abd (57195948755)
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    Malekzadeh, Reza (7005197760)
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    Malta, Deborah Carvalho (15835283500)
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    Marcenes, Wagner (7005668102)
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    Markos, Desalegn (57210741352)
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    Melaku, Yohannes A. (57203122720)
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    Meles, Kidanu G (57951018400)
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    Mendoza, Walter (57216905642)
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    Mengiste, Desalegn Tadese (57196316791)
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    Meretoja, Tuomo J. (57219008708)
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    Miller, Ted R. (7403948600)
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    Mohammad, Karzan Abdulmuhsin (57205300378)
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    Mohammadi, Alireza (56720095000)
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    Mohammed, Shafiu (57838689000)
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    Moradi-Lakeh, Maziar (35617421300)
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    Nagel, Gabriele (7103201623)
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    Nand, Devina (55575672100)
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    Le Nguyen, Quyen (57204521771)
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    Nolte, Sandra (24073274400)
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    Ogbo, Felix A. (57217186813)
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    Oladimeji, Kelechi E. (57194580686)
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    Oren, Eyal (36815569400)
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    Pa, Mahesh (57212735186)
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    Park, Eun-Kee (57216814178)
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    Pereira, David M (57200690024)
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    Plass, Dietrich (57217142114)
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    Qorbani, Mostafa (24831040300)
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    Radfar, Amir (57194428768)
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    Rafay, Anwar (57212263323)
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    Rahman, Mahfuzar (35571661300)
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    Rana, Saleem M. (57204884092)
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    Søreide, Kjetil (9233319000)
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    Satpathy, Maheswar (57202563691)
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    Sawhney, Monika (57217153893)
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    Sepanlou, Sadaf G. (36248136000)
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    Shaikh, Masood Ali (57203122601)
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    She, Jun (57209122131)
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    Shiue, Ivy (35811219800)
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    Shore, Hirbo Roba (57200684844)
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    Shrime, Mark G. (57221973854)
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    So, Samuel (7102397384)
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    Soneji, Samir (57204096389)
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    Stathopoulou, Vasiliki (57195644148)
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    Stroumpoulis, Konstantinos (57211777127)
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    Sufiyan, Muawiyyah Babale (58294633600)
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    Sykes, Bryan L. (57211183396)
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    Tabarés-Seisdedos, Rafael (6602981102)
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    Tadese, Fentaw (57190805861)
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    Tedla, Bemnet Amare (57211142920)
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    Tessema, Gizachew Assefa (57196316304)
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    Thakur, J.S. (57204002123)
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    Tran, Bach Xuan (57209107515)
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    Ukwaja, Kingsley Nnanna (57202824584)
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    Chudi Uzochukwu, Benjamin S. (57194422038)
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    Vlassov, Vasiliy Victorovich (57211633239)
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    Weiderpass, Elisabete (57205018947)
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    Wubshet Terefe, Mamo (57194067610)
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    Yebyo, Henock Gebremedhin (57204699309)
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    Yimam, Hassen Hamid (57222997212)
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    Yonemoto, Naohiro (57204947657)
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    Younis, Mustafa Z. (8549393000)
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    Yu, Chuanhua (57208140344)
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    Zaidi, Zoubida (57197376721)
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    Zaki, Maysaa El Sayed (57203666922)
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    Zenebe, Zerihun Menlkalew (57200737185)
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    Murray, Christopher J. L. (57224556036)
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    Naghavi, Mohsen (57207906323)
    IMPORTANCE: Cancer is the second leading cause of death worldwide. Current estimates on the burden of cancer are needed for cancer control planning. OBJECTIVE: To estimate mortality, incidence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs) for 32 cancers in 195 countries and territories from 1990 to 2015. EVIDENCE REVIEW: Cancer mortality was estimated using vital registration system data, cancer registry incidence data (transformed to mortality estimates using separately estimated mortality to incidence [MI] ratios), and verbal autopsy data. Cancer incidence was calculated by dividing mortality estimates through the modeled MI ratios. To calculate cancer prevalence, MI ratios were used to model survival. To calculate YLDs, prevalence estimates were multiplied by disability weights. The YLLs were estimated by multiplying age-specific cancer deaths by the reference life expectancy. DALYs were estimated as the sum of YLDs and YLLs. A sociodemographic index (SDI) was created for each location based on income per capita, educational attainment, and fertility. Countries were categorized by SDI quintiles to summarize results. FINDINGS: In 2015, there were 17.5 million cancer cases worldwide and 8.7 million deaths. Between 2005 and 2015, cancer cases increased by 33%, with population aging contributing 16%, population growth 13%, and changes in age-specific rates contributing 4%. For men, the most common cancer globally was prostate cancer (1.6 million cases). Tracheal, bronchus, and lung cancer was the leading cause of cancer deaths and DALYs in men (1.2 million deaths and 25.9 million DALYs). For women, the most common cancer was breast cancer (2.4 million cases). Breast cancer was also the leading cause of cancer deaths and DALYs for women (523 000 deaths and 15.1 million DALYs). Overall, cancer caused 208.3 million DALYs worldwide in 2015 for both sexes combined. Between 2005 and 2015, age-standardized incidence rates for all cancers combined increased in 174 of 195 countries or territories. Age-standardized death rates (ASDRs) for all cancers combined decreased within that timeframe in 140 of 195 countries or territories. Countries with an increase in the ASDR due to all cancers were largely located on the African continent. Of all cancers, deaths between 2005 and 2015 decreased significantly for Hodgkin lymphoma (-6.1% [95% uncertainty interval (UI), -10.6% to -1.3%]). The number of deaths also decreased for esophageal cancer, stomach cancer, and chronic myeloid leukemia, although these results were not statistically significant. CONCLUSION AND RELEVANCE: As part of the epidemiological transition, cancer incidence is expected to increase in the future, further straining limited health care resources. Appropriate allocation of resources for cancer prevention, early diagnosis, and curative and palliative care requires detailed knowledge of the local burden of cancer. The GBD 2015 study results demonstrate that progress is possible in the war against cancer. However, the major findings also highlight an unmet need for cancer prevention efforts, including tobacco control, vaccination, and the promotion of physical activity and a healthy diet. Copyright 2017 American Medical Association. All rights reserved.
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    Global, regional, and national cancer incidence, mortality, years of life lost, years lived with disability, and disability-adjusted life-years for 32 cancer groups, 1990 to 2015: A Systematic Analysis for the Global Burden of Disease Study Global Burden of Disease Cancer Collaboration
    (2017)
    Fitzmaurice, Christina (57212628757)
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    Allen, Christine (57200170678)
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    Barber, Ryan M. (57202560423)
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    Barregard, Lars (57226221232)
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    Bhutta, Zulfiqar A. (24342648300)
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    Brenner, Hermann (7201832825)
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    Dicker, Daniel J. (57196026676)
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    Chimed-Orchir, Odgerel (57217262222)
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    Dandona, Rakhi (57203043697)
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    Dandona, Lalit (7007017243)
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    Fleming, Tom (57222727747)
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    Forouzanfar, Mohammad H. (57202562738)
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    Hancock, Jamie (57202975481)
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    Hay, Roderick J. (56785229200)
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    Hunter-Merrill, Rachel (36671231500)
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    Huynh, Chantal (57202556112)
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    Hosgood, H. Dean (56353204400)
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    Johnson, Catherine O. (57212301236)
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    Jonas, Jost B. (7202492953)
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    Khubchandani, Jagdish (57211720011)
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    Kumar, G. Anil (57139550500)
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    Kutz, Michael (57195617315)
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    Lan, Qing (56682598900)
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    Larson, Heidi J. (57202559142)
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    Liang, Xiaofeng (26662590300)
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    Lim, Stephen S. (57201800433)
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    Lopez, Alan D. (7401455668)
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    MacIntyre, Michael F. (57202561757)
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    Marczak, Laurie (57200295553)
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    Marquez, Neal (57200287617)
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    Mokdad, Ali H. (7004813962)
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    Pinho, Christine (57212482983)
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    Pourmalek, Farshad (8309390500)
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    Salomon, Joshua A. (56745638600)
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    Sanabria, Juan Ramon (7006262917)
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    Sandar, Logan (57202561352)
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    Sartorius, Benn (12788526800)
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    Schwartz, Stephen M. (57199222173)
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    Shackelford, Katya A. (57202959163)
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    Shibuya, Kenji (8948057900)
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    Stanaway, Jeff (57201210928)
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    Steiner, Caitlyn (57205358084)
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    Sun, Jiandong (55547135892)
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    Takahashi, Ken (55741242600)
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    Vollset, Stein Emil (57196315778)
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    Vos, Theo (57223885848)
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    Wagner, Joseph A. (56990441500)
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    Wang, Haidong (16507828100)
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    Westerman, Ronny (57218361023)
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    Zeeb, Hajo (57203073012)
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    Zoeckler, Leo (57203905510)
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    Abd-Allah, Foad (36503428900)
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    Ahmed, Muktar Beshir (57207802317)
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    Alabed, Samer (58021637200)
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    Alam, Noore K. (57202437697)
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    Aldhahri, Saleh Fahed (57190287615)
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    Alem, Girma (57219674356)
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    Alemayohu, Mulubirhan Assefa (57203080528)
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    Ali, Raghib (57196506541)
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    Al-Raddadi, Rajaa (57219673720)
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    Amare, Azmeraw (57202220009)
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    Amoako, Yaw (44960986700)
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    Artaman, Al (57217223811)
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    Asayesh, Hamid (55334322800)
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    Atnafu, Niguse (57140833400)
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    Awasthi, Ashish (58420926700)
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    Saleem, Huda Ba (57211004875)
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    Barac, Aleksandra (55550748700)
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    Bedi, Neeraj (57988442200)
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    Bensenor, Isabela (7004830338)
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    Berhane, Adugnaw (57200410735)
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    Bernabé, Eduardo (57194696150)
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    Betsu, Balem (57196316128)
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    Binagwaho, Agnes (8314417100)
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    Boneya, Dube (57194067231)
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    Campos-Nonato, Ismael (57203424784)
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    Castañeda-Orjuela, Carlos (35769124700)
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    Catalá-López, Ferrán (57202553733)
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    Chiang, Peggy (59846886500)
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    Chibueze, Chioma (57244744000)
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    Chitheer, Abdulaal (57209314488)
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    Choi, Jee-Young (59890752700)
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    Cowie, Benjamin (57202566182)
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    Damtew, Solomon (58991324800)
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    Das Neves, José (57208073193)
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    Dey, Suhojit (25958052600)
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    Dharmaratne, Samath (57216324802)
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    Dhillon, Preet (57201002943)
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    Ding, Eric (54413849800)
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    Driscoll, Tim (7005928308)
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    Ekwueme, Donatus (56664774000)
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    Endries, Aman Yesuf (57216324852)
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    Farvid, Maryam (8273562500)
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    Farzadfar, Farshad (57195049611)
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    Fernandes, Joao (35274726800)
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    Fischer, Florian (55508208800)
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    Ghiwot, Tsegaye Tewelde (57195446566)
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    Gebru, Alemseged (57196196083)
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    Gopalani, Sameer (57190277891)
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    Hailu, Alemayehu (57225733572)
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    Horino, Masako (57195769276)
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    Horita, Nobuyuki (57217110823)
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    Husseini, Abdullatif (57221681109)
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    Huybrechts, Inge (13406113100)
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    Inoue, Manami (57202880842)
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    Islami, Farhad (56926442900)
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    Jakovljevic, Mihajlo (14318929700)
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    James, Spencer (57202557998)
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    Javanbakht, Mehdi (57204619886)
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    Jee, Sun Ha (16039275900)
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    Kasaeian, Amir (57195540738)
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    Kedir, Muktar Sano (57226235199)
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    Khader, Yousef S. (55654192600)
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    Khang, Young-Ho (57198904674)
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    Kim, Daniel (57223019104)
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    Leigh, James (7202089604)
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    Linn, Shai (7102590173)
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    Lunevicius, Raimundas (57216165063)
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    El Razek, Hassan Magdy Abd (57195948755)
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    Malekzadeh, Reza (7005197760)
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    Malta, Deborah Carvalho (15835283500)
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    Marcenes, Wagner (7005668102)
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    Markos, Desalegn (57210741352)
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    Melaku, Yohannes A. (57203122720)
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    Meles, Kidanu G (57951018400)
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    Mendoza, Walter (57216905642)
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    Mengiste, Desalegn Tadese (57196316791)
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    Meretoja, Tuomo J. (57219008708)
    ;
    Miller, Ted R. (7403948600)
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    Mohammad, Karzan Abdulmuhsin (57205300378)
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    Mohammadi, Alireza (56720095000)
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    Mohammed, Shafiu (57838689000)
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    Moradi-Lakeh, Maziar (35617421300)
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    Nagel, Gabriele (7103201623)
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    Nand, Devina (55575672100)
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    Le Nguyen, Quyen (57204521771)
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    Nolte, Sandra (24073274400)
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    Ogbo, Felix A. (57217186813)
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    Oladimeji, Kelechi E. (57194580686)
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    Oren, Eyal (36815569400)
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    Pa, Mahesh (57212735186)
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    Park, Eun-Kee (57216814178)
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    Pereira, David M (57200690024)
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    Plass, Dietrich (57217142114)
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    Qorbani, Mostafa (24831040300)
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    Radfar, Amir (57194428768)
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    Rafay, Anwar (57212263323)
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    Rahman, Mahfuzar (35571661300)
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    Rana, Saleem M. (57204884092)
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    Søreide, Kjetil (9233319000)
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    Satpathy, Maheswar (57202563691)
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    Sawhney, Monika (57217153893)
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    Sepanlou, Sadaf G. (36248136000)
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    Shaikh, Masood Ali (57203122601)
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    She, Jun (57209122131)
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    Shiue, Ivy (35811219800)
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    Shore, Hirbo Roba (57200684844)
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    Shrime, Mark G. (57221973854)
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    So, Samuel (7102397384)
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    Soneji, Samir (57204096389)
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    Stathopoulou, Vasiliki (57195644148)
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    Stroumpoulis, Konstantinos (57211777127)
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    Sufiyan, Muawiyyah Babale (58294633600)
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    Sykes, Bryan L. (57211183396)
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    Tabarés-Seisdedos, Rafael (6602981102)
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    Tadese, Fentaw (57190805861)
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    Tedla, Bemnet Amare (57211142920)
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    Tessema, Gizachew Assefa (57196316304)
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    Thakur, J.S. (57204002123)
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    Tran, Bach Xuan (57209107515)
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    Ukwaja, Kingsley Nnanna (57202824584)
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    Chudi Uzochukwu, Benjamin S. (57194422038)
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    Vlassov, Vasiliy Victorovich (57211633239)
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    Weiderpass, Elisabete (57205018947)
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    Wubshet Terefe, Mamo (57194067610)
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    Yebyo, Henock Gebremedhin (57204699309)
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    Yimam, Hassen Hamid (57222997212)
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    Yonemoto, Naohiro (57204947657)
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    Younis, Mustafa Z. (8549393000)
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    Yu, Chuanhua (57208140344)
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    Zaidi, Zoubida (57197376721)
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    Zaki, Maysaa El Sayed (57203666922)
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    Zenebe, Zerihun Menlkalew (57200737185)
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    Murray, Christopher J. L. (57224556036)
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    Naghavi, Mohsen (57207906323)
    IMPORTANCE: Cancer is the second leading cause of death worldwide. Current estimates on the burden of cancer are needed for cancer control planning. OBJECTIVE: To estimate mortality, incidence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs) for 32 cancers in 195 countries and territories from 1990 to 2015. EVIDENCE REVIEW: Cancer mortality was estimated using vital registration system data, cancer registry incidence data (transformed to mortality estimates using separately estimated mortality to incidence [MI] ratios), and verbal autopsy data. Cancer incidence was calculated by dividing mortality estimates through the modeled MI ratios. To calculate cancer prevalence, MI ratios were used to model survival. To calculate YLDs, prevalence estimates were multiplied by disability weights. The YLLs were estimated by multiplying age-specific cancer deaths by the reference life expectancy. DALYs were estimated as the sum of YLDs and YLLs. A sociodemographic index (SDI) was created for each location based on income per capita, educational attainment, and fertility. Countries were categorized by SDI quintiles to summarize results. FINDINGS: In 2015, there were 17.5 million cancer cases worldwide and 8.7 million deaths. Between 2005 and 2015, cancer cases increased by 33%, with population aging contributing 16%, population growth 13%, and changes in age-specific rates contributing 4%. For men, the most common cancer globally was prostate cancer (1.6 million cases). Tracheal, bronchus, and lung cancer was the leading cause of cancer deaths and DALYs in men (1.2 million deaths and 25.9 million DALYs). For women, the most common cancer was breast cancer (2.4 million cases). Breast cancer was also the leading cause of cancer deaths and DALYs for women (523 000 deaths and 15.1 million DALYs). Overall, cancer caused 208.3 million DALYs worldwide in 2015 for both sexes combined. Between 2005 and 2015, age-standardized incidence rates for all cancers combined increased in 174 of 195 countries or territories. Age-standardized death rates (ASDRs) for all cancers combined decreased within that timeframe in 140 of 195 countries or territories. Countries with an increase in the ASDR due to all cancers were largely located on the African continent. Of all cancers, deaths between 2005 and 2015 decreased significantly for Hodgkin lymphoma (-6.1% [95% uncertainty interval (UI), -10.6% to -1.3%]). The number of deaths also decreased for esophageal cancer, stomach cancer, and chronic myeloid leukemia, although these results were not statistically significant. CONCLUSION AND RELEVANCE: As part of the epidemiological transition, cancer incidence is expected to increase in the future, further straining limited health care resources. Appropriate allocation of resources for cancer prevention, early diagnosis, and curative and palliative care requires detailed knowledge of the local burden of cancer. The GBD 2015 study results demonstrate that progress is possible in the war against cancer. However, the major findings also highlight an unmet need for cancer prevention efforts, including tobacco control, vaccination, and the promotion of physical activity and a healthy diet. Copyright 2017 American Medical Association. All rights reserved.
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    Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016
    (2017)
    Gakidou, Emmanuela (57202567277)
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    Afshin, Ashkan (57217465455)
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    Abajobir, Amanuel Alemu (57203613441)
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    Abate, Kalkidan Hassen (57207943858)
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    Abbafati, Cristiana (54917122400)
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    Abbas, Kaja M. (57190285707)
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    Abd-Allah, Foad (36503428900)
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    Abdulle, Abdishakur M. (6603592018)
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    Abera, Semaw Ferede (57205180598)
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    Aboyans, Victor (56214736500)
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    Abu-Raddad, Laith J. (14032724700)
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    Abu-Rmeileh, Niveen M.E. (57216675148)
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    Abyu, Gebre Yitayih (57190277969)
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    Adedeji, Isaac Akinkunmi (57208456508)
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    Adetokunboh, Olatunji (56598104300)
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    Afarideh, Mohsen (56227034300)
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    Agrawal, Sutapa (57202841733)
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    Bulto, Lemma Negesa Bulto (57196074547)
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    Baumgarner, Blair R. (57208560663)
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    Cahuana-Hurtado, Lucero (57207890731)
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    Carrero, Juan Jesus (16834646800)
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    Castañeda-Orjuela, Carlos A. (35769124700)
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    Catalá-López, Ferrán (57202553733)
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    Cercy, Kelly (57208777587)
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    Chang, Hsing-Yi (7407523087)
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    Charlson, Fiona J. (57191632086)
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    Chisumpa, Vesper Hichilombwe (56761895800)
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    Chitheer, Abdulaal A. (57209314488)
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    Christensen, Hanne (57202099623)
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    Christopher, Devasahayam Jesudas (57209863533)
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    Cirillo, Massimo (35247478400)
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    Cohen, Aaron J. (7404780942)
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    Comfort, Haley (57218875721)
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    Criqui, Michael H. (7005209601)
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    Dandona, Lalit (7007017243)
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    Das Neves, José (57208073193)
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    Degenhardt, Louisa (7004040033)
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    Dellavalle, Robert P. (7003806771)
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    Deribe, Kebede (57193912587)
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    Dharmaratne, Samath D. (57216324802)
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    Ding, Eric L. (54413849800)
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    Djalalinia, Shirin (37113718000)
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    Do, Huyen Phuc (57200737094)
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    Dokova, Klara (57201523771)
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    Doku, David Teye (36015210300)
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    Dorsey, E. Ray (23102496300)
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    Driscoll, Tim R. (7005928308)
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    Dubey, Manisha (57219898654)
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    Duncan, Bruce Bartholow (35476478500)
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    Duncan, Sarah (57199417426)
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    Ebert, Natalie (20333943200)
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    El-Khatib, Ziad Ziad (54908919000)
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    Enayati, Ahmadali (6507139052)
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    Endries, Aman Yesuf (57216324852)
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    Ermakov, Sergey Petrovich (7006796196)
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    Erskine, Holly E. (57202798676)
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    Eshrati, Babak (16030619200)
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    Eskandarieh, Sharareh (57211720158)
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    Esteghamati, Alireza (11240321100)
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    Estep, Kara (57216550964)
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    Faraon, Emerito Jose Aquino (57195414019)
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    Farinha, Carla Sofia E. Sa (57190279273)
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    Faro, André (36770969600)
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    Farzadfar, Farshad (57195049611)
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    Fay, Kairsten (57217858217)
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    Feigin, Valery L. (57203677957)
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    Fereshtehnejad, Seyed-Mohammad (57202557520)
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    Fernandes, João C. (35274726800)
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    Ferrari, Alize J. (57195348907)
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    Feyissa, Tesfaye Regassa (57222562476)
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    Filip, Irina (55570061400)
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    Fischer, Florian (55508208800)
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    Fitzmaurice, Christina (57212628757)
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    Flaxman, Abraham D. (6602883567)
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    Foigt, Nataliya (57216998893)
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    Foreman, Kyle J. (57209064414)
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    Frostad, Joseph J. (57222306717)
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    Fullman, Nancy (57211064970)
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    Fürst, Thomas (57208431345)
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    Furtado, Joao M. (36801755000)
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    Ganji, Morsaleh (57211874807)
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    Garcia-Basteiro, Alberto L. (57200187168)
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    Gebrehiwot, Tsegaye Tewelde (57216482917)
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    Geleijnse, Johanna M. (35195702500)
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    Geleto, Ayele (57204564615)
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    Gemechu, Bikila Lencha (57201195568)
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    Katikireddi, Srinivasa Vittal (6508254091)
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    Koyanagi, Ai (57197741912)
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    Sufiyan, Muawiyyah Babale (58294633600)
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    Sykes, Bryan L. (57211183396)
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    Varughese, Santosh (22942817500)
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    Vasankari, Tommi (57200592416)
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    Veerman, Lennert J. (8222114200)
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    Venkateswaran, Vidhya (59829999400)
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    Venketasubramanian, Narayanaswamy (56804702100)
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    Violante, Francesco S. (7003555890)
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    Wallin, Mitchell T. (57201573668)
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    Wang, Yuan-Pang (8576812100)
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    Woodbrook, Rachel (57200298006)
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    Workicho, Abdulhalik (56720337100)
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    Wulf Hanson, Sarah (57212263269)
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    Xavier, Denis (55403963100)
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    Xu, Gelin (57203583113)
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    Yadgir, Simon (57192837280)
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    Yakob, Bereket (57203811497)
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    Yan, Lijing L. (57198311895)
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    Yaseri, Mehdi (23029507000)
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    Yimam, Hassen Hamid (57196325590)
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    Yip, Paul (7102503720)
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    Yonemoto, Naohiro (57204947657)
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    Yoon, Seok-Jun (24823148900)
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    Yotebieng, Marcel (26325950800)
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    Younis, Mustafa Z. (8549393000)
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    Zaidi, Zoubida (57197376721)
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    El Sayed Zaki, Maysaa (57203666922)
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    Zavala-Arciniega, Luis (57196083471)
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    Zhang, Xueying (56283378700)
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    Zimsen, Stephanie Raman M. (57196078433)
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    Zipkin, Ben (57200737130)
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    Zodpey, Sanjay (7003415080)
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    Lim, Stephen S. (57201800433)
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    Murray, Christopher J.L. (55481130700)
    Background: The Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of risk factor exposure and attributable burden of disease. By providing estimates over a long time series, this study can monitor risk exposure trends critical to health surveillance and inform policy debates on the importance of addressing risks in context. Methods: We used the comparative risk assessment framework developed for previous iterations of GBD to estimate levels and trends in exposure, attributable deaths, and attributable disability-adjusted life-years (DALYs), by age group, sex, year, and location for 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks from 1990 to 2016. This study included 481 risk-outcome pairs that met the GBD study criteria for convincing or probable evidence of causation. We extracted relative risk (RR) and exposure estimates from 22 717 randomised controlled trials, cohorts, pooled cohorts, household surveys, census data, satellite data, and other sources, according to the GBD 2016 source counting methods. Using the counterfactual scenario of theoretical minimum risk exposure level (TMREL), we estimated the portion of deaths and DALYs that could be attributed to a given risk. Finally, we explored four drivers of trends in attributable burden: population growth, population ageing, trends in risk exposure, and all other factors combined. Findings: Since 1990, exposure increased significantly for 30 risks, did not change significantly for four risks, and decreased significantly for 31 risks. Among risks that are leading causes of burden of disease, child growth failure and household air pollution showed the most significant declines, while metabolic risks, such as body-mass index and high fasting plasma glucose, showed significant increases. In 2016, at Level 3 of the hierarchy, the three leading risk factors in terms of attributable DALYs at the global level for men were smoking (124.1 million DALYs [95% UI 111.2 million to 137.0 million]), high systolic blood pressure (122.2 million DALYs [110.3 million to 133.3 million], and low birthweight and short gestation (83.0 million DALYs [78.3 million to 87.7 million]), and for women, were high systolic blood pressure (89.9 million DALYs [80.9 million to 98.2 million]), high body-mass index (64.8 million DALYs [44.4 million to 87.6 million]), and high fasting plasma glucose (63.8 million DALYs [53.2 million to 76.3 million]). In 2016 in 113 countries, the leading risk factor in terms of attributable DALYs was a metabolic risk factor. Smoking remained among the leading five risk factors for DALYs for 109 countries, while low birthweight and short gestation was the leading risk factor for DALYs in 38 countries, particularly in sub-Saharan Africa and South Asia. In terms of important drivers of change in trends of burden attributable to risk factors, between 2006 and 2016 exposure to risks explains an 9.3% (6.9-11.6) decline in deaths and a 10.8% (8.3-13.1) decrease in DALYs at the global level, while population ageing accounts for 14.9% (12.7-17.5) of deaths and 6.2% (3.9-8.7) of DALYs, and population growth for 12.4% (10.1-14.9) of deaths and 12.4% (10.1-14.9) of DALYs. The largest contribution of trends in risk exposure to disease burden is seen between ages 1 year and 4 years, where a decline of 27.3% (24.9-29.7) of the change in DALYs between 2006 and 2016 can be attributed to declines in exposure to risks. Interpretation: Increasingly detailed understanding of the trends in risk exposure and the RRs for each risk-outcome pair provide insights into both the magnitude of health loss attributable to risks and how modification of risk exposure has contributed to health trends. Metabolic risks warrant particular policy attention, due to their large contribution to global disease burden, increasing trends, and variable patterns across countries at the same level of development. GBD 2016 findings show that, while it has huge potential to improve health, risk modification has played a relatively small part in the past decade. © The Author(s). Published by Elsevier Ltd.
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    Publication
    Global, regional, and national deaths, prevalence, disability-adjusted life years, and years lived with disability for chronic obstructive pulmonary disease and asthma, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015
    (2017)
    Soriano, Joan B. (7101973935)
    ;
    Abajobir, Amanuel Alemu (57203613441)
    ;
    Abate, Kalkidan Hassen (57207943858)
    ;
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    Wan, Xia (57197110584)
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    Yano, Yuichiro (57196965200)
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    Yimam, Hassen Hamid (57196325590)
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    Yonemoto, Naohiro (57204947657)
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    Yu, Chuanhua (57208140344)
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    Zaidi, Zoubida (57197376721)
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    Sayed Zaki, Maysaa El (57203666922)
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    Lopez, Alan D. (7401455668)
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    Murray, Christopher J. L. (55481130700)
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    Vos, Theo (57223885848)
    Background Chronic obstructive pulmonary disease (COPD) and asthma are common diseases with a heterogeneous distribution worldwide. Here, we present methods and disease and risk estimates for COPD and asthma from the Global Burden of Diseases, Injuries, and Risk Factors (GBD) 2015 study. The GBD study provides annual updates on estimates of deaths, prevalence, and disability-adjusted life years (DALYs), a summary measure of fatal and non-fatal disease outcomes, for over 300 diseases and injuries, for 188 countries from 1990 to the most recent year. Methods We estimated numbers of deaths due to COPD and asthma using the GBD Cause of Death Ensemble modelling (CODEm) tool. First, we analysed data from vital registration and verbal autopsy for the aggregate category of all chronic respiratory diseases. Subsequently, models were run for asthma and COPD relying on covariates to predict rates in countries that have incomplete or no vital registration data. Disease estimates for COPD and asthma were based on systematic reviews of published papers, unpublished reports, surveys, and health service encounter data from the USA. We used the Global Initiative of Chronic Obstructive Lung Disease spirometry-based definition as the reference for COPD and a reported diagnosis of asthma with current wheeze as the definition of asthma. We used a Bayesian meta-regression tool, DisMod-MR 2.1, to derive estimates of prevalence and incidence. We estimated population-attributable fractions for risk factors for COPD and asthma from exposure data, relative risks, and a theoretical minimum exposure level. Results were stratified by Socio-demographic Index (SDI), a composite measure of income per capita, mean years of education over the age of 15 years, and total fertility rate. Findings In 2015, 3·2 million people (95% uncertainty interval [UI] 3·1 million to 3·3 million) died from COPD worldwide, an increase of 11·6% (95% UI 5·3 to 19·8) compared with 1990. There was a decrease in age-standardised death rate of 41·9% (37·7 to 45·1) but this was counteracted by population growth and ageing of the global population. From 1990 to 2015, the prevalence of COPD increased by 44·2% (41·7 to 46·6), whereas age-standardised prevalence decreased by 14·7% (13·5 to 15·9). In 2015, 0·40 million people (0·36 million to 0·44 million) died from asthma, a decrease of 26·7% (−7·2 to 43·7) from 1990, and the age-standardised death rate decreased by 58·8% (39·0 to 69·0). The prevalence of asthma increased by 12·6% (9·0 to 16·4), whereas the age-standardised prevalence decreased by 17·7% (15·1 to 19·9). Age-standardised DALY rates due to COPD increased until the middle range of the SDI before reducing sharply. Age-standardised DALY rates due to asthma in both sexes decreased monotonically with rising SDI. The relation between with SDI and DALY rates due to asthma was attributed to variation in years of life lost (YLLs), whereas DALY rates due to COPD varied similarly for YLLs and years lived with disability across the SDI continuum. Smoking and ambient particulate matter were the main risk factors for COPD followed by household air pollution, occupational particulates, ozone, and secondhand smoke. Together, these risks explained 73·3% (95% UI 65·8 to 80·1) of DALYs due to COPD. Smoking and occupational asthmagens were the only risks quantified for asthma in GBD, accounting for 16·5% (14·6 to 18·7) of DALYs due to asthma. Interpretation Asthma was the most prevalent chronic respiratory disease worldwide in 2015, with twice the number of cases of COPD. Deaths from COPD were eight times more common than deaths from asthma. In 2015, COPD caused 2·6% of global DALYs and asthma 1·1% of global DALYs. Although there are laudable international collaborative efforts to make surveys of asthma and COPD more comparable, no consensus exists on case definitions and how to measure disease severity for population health measurements like GBD. Comparisons between countries and over time are important, as much of the chronic respiratory burden is either preventable or treatable with affordable interventions. Funding Bill & Melinda Gates Foundation. © 2017 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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    Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016
    (2017)
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    Yu, Chuanhua (57201889726)
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    Zipkin, Ben (57200737130)
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    Zuhlke, Liesl Joanna (57209027746)
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    Murray, Christopher J. L. (55481130700)
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    Adedji, I.A. (57207919805)
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    Murdoch, M.E. (57202097865)
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    Bryane, C.E.G. (57207920084)
    Background: Measurement of changes in health across locations is useful to compare and contrast changing epidemiological patterns against health system performance and identify specific needs for resource allocation in research, policy development, and programme decision making. Using the Global Burden of Diseases, Injuries, and Risk Factors Study 2016, we drew from two widely used summary measures to monitor such changes in population health: disability-adjusted life-years (DALYs) and healthy life expectancy (HALE). We used these measures to track trends and benchmark progress compared with expected trends on the basis of the Socio-demographic Index (SDI). Methods: We used results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 for all-cause mortality, cause-specific mortality, and non-fatal disease burden to derive HALE and DALYs by sex for 195 countries and territories from 1990 to 2016. We calculated DALYs by summing years of life lost and years of life lived with disability for each location, age group, sex, and year. We estimated HALE using age-specific death rates and years of life lived with disability per capita. We explored how DALYs and HALE difered from expected trends when compared with the SDI: the geometric mean of income per person, educational attainment in the population older than age 15 years, and total fertility rate. Findings: The highest globally observed HALE at birth for both women and men was in Singapore, at 75·2 years (95% uncertainty interval 71·9-78·6) for females and 72·0 years (68·8-75·1) for males. The lowest for females was in the Central African Republic (45·6 years [42·0-49·5]) and for males was in Lesotho (41·5 years [39·0-44·0]). From 1990 to 2016, global HALE increased by an average of 6·24 years (5·97-6·48) for both sexes combined. Global HALE increased by 6·04 years (5·74-6·27) for males and 6·49 years (6·08-6·77) for females, whereas HALE at age 65 years increased by 1·78 years (1·61-1·93) for males and 1·96 years (1·69-2·13) for females. Total global DALYs remained largely unchanged from 1990 to 2016 (-2·3% [-5·9 to 0·9]), with decreases in communicable, maternal, neonatal, and nutritional (CMNN) disease DALYs ofset by increased DALYs due to non-communicable diseases (NCDs). The exemplars, calculated as the fve lowest ratios of observed to expected age-standardised DALY rates in 2016, were Nicaragua, Costa Rica, the Maldives, Peru, and Israel. The leading three causes of DALYs globally were ischaemic heart disease, cerebrovascular disease, and lower respiratory infections, comprising 16·1% of all DALYs. Total DALYs and age-standardised DALY rates due to most CMNN causes decreased from 1990 to 2016. Conversely, the total DALY burden rose for most NCDs; however, age-standardised DALY rates due to NCDs declined globally. Interpretation: At a global level, DALYs and HALE continue to show improvements. At the same time, we observe that many populations are facing growing functional health loss. Rising SDI was associated with increases in cumulative years of life lived with disability and decreases in CMNN DALYs ofset by increased NCD DALYs. Relative compression of morbidity highlights the importance of continued health interventions, which has changed in most locations in pace with the gross domestic product per person, education, and family planning. The analysis of DALYs and HALE and their relationship to SDI represents a robust framework with which to benchmark location-specific health performance. Country-specific drivers of disease burden, particularly for causes with higher-than-expected DALYs, should inform health policies, health system improvement initiatives, targeted prevention eforts, and development assistance for health, including fnancial and research investments for all countries, regardless of their level of sociodemographic development. The presence of countries that substantially outperform others suggests the need for increased scrutiny for proven examples of best practices, which can help to extend gains, whereas the presence of underperforming countries suggests the need for devotion of extra attention to health systems that need more robust support. © The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.
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    Global, regional, and national disability-adjusted life-years (DALYs) for 359 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990-2017: A systematic analysis for the Global Burden of Disease Study 2017
    (2018)
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    Winkler, Andrea Sylvia (58323746700)
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    Woolf, Anthony D. (7102882171)
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    Xavier, Denis (55403963100)
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    Yahyazadeh Jabbari, Seyed Hossein (26029029100)
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    Yu, Chuanhua (57208140344)
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    Zaman, Sojib Bin (57193070058)
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    Zamani, Mohammad (57096222300)
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    Zandian, Hamed (57205175627)
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    Zar, Heather J. (7006236599)
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    Zenebe, Zerihun Menlkalew (57200737185)
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    Zipkin, Ben (57200737130)
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    Zhou, Maigeng (57054557200)
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    Zodpey, Sanjay (7003415080)
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    Zucker, Inbar (47461733200)
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    Zuhlke, Liesl Joanna (57209027746)
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    Murray, Christopher J.L. (55481130700)
    Background: How long one lives, how many years of life are spent in good and poor health, and how the population's state of health and leading causes of disability change over time all have implications for policy, planning, and provision of services. We comparatively assessed the patterns and trends of healthy life expectancy (HALE), which quantifies the number of years of life expected to be lived in good health, and the complementary measure of disability-adjusted lifeyears (DALYs), a composite measure of disease burden capturing both premature mortality and prevalence and severityof ill health, for 359 diseases and injuries for 195 countries and territories over the past 28 years. Methods We used data for age-speci?c mortality rates, years of life lost (YLLs) due to premature mortality, and years lived with disability (YLDs) from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017 to calculate HALE and DALYs from 1990 to 2017. We calculated HALE using age-specific mortality rates and YLDs per capita for each location, age, sex, and year. We calculated DALYs for 359 causes as the sum of YLLs and YLDs. We assessed how observed HALE and DALYs differed by country and sex from expected trends based on Sociodemographic Index (SDI). We also analysed HALE by decomposing years of life gained into years spent in good health and in poor health, between 1990 and 2017, and extra years lived by females compared with males. Findings Globally, from 1990 to 2017, life expectancy at birth increased by 7·4 years (95% uncertainty interval 7·1-7·8), from 65·6 years (65·3-65·8) in 1990 to 73·0 years (72·7-73·3) in 2017. The increase in years of life varied from 5·1 years (5·0-5·3) in high SDI countries to 12·0 years (11·3-12·8) in low SDI countries. Of the additional years of life expected at birth, 26·3% (20·1-33·1) were expected to be spent in poor health in high SDI countries compared with 11·7% (8·8-15·1) in low-middle SDI countries. HALE at birth increased by 6·3 years (5·9-6·7), from 57·0 years (54·6-59·1) in 1990 to 63·3 years (60·5-65·7) in 2017. The increase varied from 3·8 years (3·4-4·1) in high SDI countries to 10·5 years (9·8-11·2) in low SDI countries. Even larger variations in HALE than these were observed between countries, ranging from 1·0 year (0·4-1·7) in Saint Vincent and the Grenadines (62·4 years [59·9-64·7] in 1990 to 63·5 years [60·9-65·8] in 2017) to 23·7 years (21·9-25·6) in Eritrea (30·7 years [28·9-32·2] in 1990 to 54·4 years [51·5-57·1] in 2017). In most countries, the increase in HALE was smaller than the increase in overall life expectancy, indicating more years lived in poor health. In 180 of 195 countries and territories, females were expected to live longer than males in 2017, with extra years lived varying from 1·4 years (0·6-2·3) in Algeria to 11·9 years (10·9-12·9) in Ukraine. Of the extra years gained, the proportion spent in poor health varied largely across countries, with less than 20% of additional years spent in poor health in Bosnia and Herzegovina, Burundi, and Slovakia, whereas in Bahrain all the extra years were spent in poor health. In 2017, the highest estimate of HALE at birth was in Singapore for both females (75·8 years [72·4-78·7]) and males (72·6 years [69·8-75·0]) and the lowest estimates were in Central African Republic (47·0 years [43·7-50·2] for females and 42·8 years [40·1-45·6] for males). Globally, in 2017, the ?ve leading causes of DALYs were neonatal disorders, ischaemic heart disease, stroke, lower respiratory infections, and chronic obstructive pulmonary disease. Between 1990 and 2017, age-standardised DALY rates decreased by 41·3% (38·8-43·5) for communicable diseases and by 49·8% (47·9-51·6) for neonatal disorders. For non-communicable diseases, global DALYs increased by 40·1% (36·8-43·0), although age-standardised DALY rates decreased by 18·1% (16·0-20·2). Interpretation With increasing life expectancy in most countries, the question of whether the additional years of life gained are spent in good health or poor health has been increasingly relevant because of the potential policy implications, such as health-care provisions and extending retirement ages. In some locations, a large proportion of those additional years are spent in poor health. Large inequalities in HALE and disease burden exist across countries in different SDI quintiles and between sexes. The burden of disabling conditions has serious implications for health system planning and health-related expenditures. Despite the progress made in reducing the burden of communicable diseases and neonatal disorders in low SDI countries, the speed of this progress could be increased by scaling up proven interventions. The global trends among non-communicable diseases indicate that more effort is needed to maximise HALE, such as risk prevention and attention to upstream determinants of health. Copyright © 2018 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.
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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
    (2017)
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    Van Boven, Job F.M. (53464198500)
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    Varughese, Santosh (22942817500)
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    Vasankari, Tommi (23096834700)
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    Venkatesh, S. (57201538443)
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    Venketasubramanian, Narayanaswamy (56804702100)
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    Vidavalur, Ramesh (57201445172)
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    Violante, Francesco S. (7003555890)
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    Vladimirov, Sergey K. (57195959162)
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    Vlassov, Vasiliy Victorovich (57211633239)
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    Vollset, Stein Emil (57196315778)
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    Wadilo, Fiseha (57194049305)
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    Wakayo, Tolassa (57205609717)
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    Wang, Yuan-Pang (8576812100)
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    Weaver, Marcia (7201548872)
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    Weichenthal, Scott (57202555239)
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    Weiderpass, Elisabete (57205018947)
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    Weintraub, Robert G. (7006079405)
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    Werdecker, Andrea (57208964895)
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    Westerman, Ronny (57218361023)
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    Whiteford, Harvey A. (55906494000)
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    Wijeratne, Tissa (14051317700)
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    Wiysonge, Charles Shey (6507441509)
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    Wolfe, Charles D.A. (57202754705)
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    Woodbrook, Rachel (57200298006)
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    Woolf, Anthony D. (7102882171)
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    Workicho, Abdulhalik (56720337100)
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    Wulf Hanson, Sarah (57212263269)
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    Xavier, Denis (55403963100)
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    Xu, Gelin (57203583113)
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    Yadgir, Simon (57192837280)
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    Yaghoubi, Mohsen (56402926900)
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    Yakob, Bereket (57203811497)
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    Yan, Lijing L. (35933756700)
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    Yano, Yuichiro (57196965200)
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    Ye, Pengpeng (57202839295)
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    Yimam, Hassen Hamid (57196325590)
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    Yip, Paul (7102503720)
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    Yonemoto, Naohiro (57204947657)
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    Yoon, Seok-Jun (24823148900)
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    Yotebieng, Marcel (26325950800)
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    Younis, Mustafa Z. (8549393000)
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    Zaidi, Zoubida (57197376721)
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    Zaki, Maysaa El Sayed (57203666922)
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    Zegeye, Elias Asfaw (57209171278)
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    Zenebe, Zerihun Menlkalew (57200737185)
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    Zhang, Xueying (56283378700)
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    Zhou, Maigeng (57054557200)
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    Zipkin, Ben (57200737130)
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    Zodpey, Sanjay (7003415080)
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    Zuhlke, Liesl Joanna (57209027746)
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    Murray, Christopher J.L. (55481130700)
    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. © The Author(s). Published by Elsevier Ltd.
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    Publication
    Global, regional, and national levels and causes of maternal mortality during 1990-2013: A systematic analysis for the Global Burden of Disease Study 2013
    (2014)
    Kassebaum, Nicholas J. (55522621100)
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    Bertozzi-Villa, Amelia (57192900191)
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    Coggeshall, Megan S. (56132969600)
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    Shackelford, Katya A. (57202959163)
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    Steiner, Caitlyn (57205358084)
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    Heuton, Kyle R. (57202568555)
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    Gonzalez-Medina, Diego (57202595524)
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    Barber, Ryan (57202560423)
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    Huynh, Chantal (57202556112)
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    Dicker, Daniel (57196026676)
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    Wolock, Timothy M. (57210784314)
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    Ding, Eric L. (54413849800)
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    Dorrington, Rob E. (6701373086)
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    Driscoll, Tim R. (7005928308)
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    Fereshtehnejad, Seyed-Mohammad (57202557520)
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    França, Elisabeth B. (16031258100)
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    Gaffikin, Lynne (6701866671)
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    Gankpé, Fortuné Gbètoho (57201341525)
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    Garcia, Ana C. (12753360300)
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    Gibney, Katherine B. (57202564104)
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    Glaser, Elizabeth L. (56133254300)
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    Goginashvili, Ketevan (57201663258)
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    González-Castell, Dinorah (55820748500)
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    Goto, Atsushi (36339255500)
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    Gugnani, Harish Chander (7005567008)
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    Gupta, Rahul (56453686300)
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    Gupta, Rajeev (55705295300)
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    Hafezi-Nejad, Nima (57216814261)
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    Hankey, Graeme J. (7102816661)
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    Harb, Hilda L. (57221443122)
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    Havmoeller, Rasmus (57212075728)
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    Hay, Simon I. (7101875313)
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    Pi, Ileana B. Heredia (56133570600)
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    Hoek, Hans W. (57202570421)
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    Hosgood, H Dean (56353204400)
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    Hoy, Damian G. (8553772600)
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    Idrisov, Bulat T. (57208773503)
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    Innos, Kaire (57217314902)
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    Inoue, Manami (8889234100)
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    Jacobsen, Kathryn H. (26029163100)
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    Jahangir, Eiman (22634545400)
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    Jee, Sun Ha (16039275900)
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    Jensen, Paul N. (57224209864)
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    Jha, Vivekanand (7005119423)
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    Jiang, Guohong (56984997300)
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    Jonas, Jost B. (7202492953)
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    Juel, Knud (7005077250)
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    Kabagambe, Edmond Kato (6602704484)
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    Kan, Haidong (7101602991)
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    Karam, Nadim E. (57221993192)
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    Kemp, Andrew H. (57218313462)
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    Kengne, Andre Pascal (7801322838)
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    Kereselidze, Maia (55659152900)
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    Khalifa, Shams Eldin Ali Hassan (59831217100)
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    Khan, Ejaz Ahmed (57218791274)
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    Khang, Young-Ho (57198904674)
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    Knibbs, Luke (16313525200)
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    Defo, Barthelemy Kuate (6602271655)
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    Kulkarni, Chanda (59869378300)
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    Kulkarni, Veena S. (57200084922)
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    Kumar, G. Anil (57139550500)
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    Kumar, Kaushalendra (59070501700)
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    Kumar, Ravi B. (59600303400)
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    Kwan, Gene (57194535368)
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    Lai, Taavi (57196395162)
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    Lam, Hilton (35484312600)
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    Lansingh, Van C. (57194598546)
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    Larsson, Anders (36818888800)
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    Lee, Jong-Tae (57196083400)
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    Leigh, James (7202089604)
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    Leinsalu, Mall (6603447541)
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    Leung, Ricky (56276497100)
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    Li, Xiaohong (36627308700)
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    Li, Yichong (57218426673)
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    Li, Yongmei (56147667800)
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    Liang, Juan (57198351058)
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    Liang, Xiaofeng (26662590300)
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    Lim, Stephen S. (7404081544)
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    Lipshultz, Steven E. (7006950713)
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    London, Stephanie J. (56988756100)
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    Lotufo, Paulo A. (7003331101)
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    Ma, Jixiang (57219562158)
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    Silberberg, Donald H. (57223420256)
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    Sposato, Luciano A. (25640261000)
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    Sreeramareddy, Chandrashekhar T. (57212263335)
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    Stroumpoulis, Konstantinos (57211777127)
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    Talongwa, Roberto Tchio (57195568335)
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    Tan, Feng (56429971500)
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    Tirschwell, David L. (7003788101)
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    Towbin, Jeffrey A. (7102520568)
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    Tran, Bach X. (57209107515)
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    Tsilimbaris, Miltiadis (6701721894)
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    Uchendu, Uche S. (56328470200)
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    Ukwaja, Kingsley N. (57202824584)
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    Undurraga, Eduardo A. (57204092789)
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    Uzun, Selen Begüm (57200327315)
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    Vallely, Andrew J. (21744114400)
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    Van Gool, Coen H. (57217153933)
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    Vasankari, Tommi J. (57189653936)
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    Vavilala, Monica S. (7004076648)
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    Venketasubramanian, N. (56804702100)
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    Villalpando, Salvador (7005159171)
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    Violante, Francesco S. (7003555890)
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    Vlassov, Vasiliy Victorovich (57211633239)
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    Vos, Theo (57223885848)
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    Waller, Stephen (57201445180)
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    Wang, Haidong (16507828100)
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    Wang, Linhong (59088832100)
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    Wang, Xiao Rong (59881699400)
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    Wang, Yanping (57215440165)
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    Weichenthal, Scott (57202555239)
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    Weiderpass, Elisabete (57205018947)
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    Weintraub, Robert G. (7006079405)
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    Westerman, Ronny (57218361023)
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    Wilkinson, James D. (57207903571)
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    Woldeyohannes, Solomon Meseret (57195461619)
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    Wong, John Q. (56491997300)
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    Wordofa, Muluemebet Abera (57211398351)
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    Xu, Gelin (14049536200)
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    Yang, Yang C. (39763666500)
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    Yano, Yuichiro (57196965200)
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    Yentur, Gokalp Kadri (57211728019)
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    Yip, Paul (7102503720)
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    Yonemoto, Naohiro (57204947657)
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    Yoon, Seok-Jun (24823148900)
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    Younis, Mustafa Z. (8549393000)
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    Yu, Chuanhua (57201889726)
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    Jin, Kim Yun (57211086375)
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    El Sayed Zaki, Maysaa (57203666922)
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    Zhao, Yong (59798995400)
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    Zheng, Yingfeng (58918045300)
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    Zhou, Maigeng (57054557200)
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    Zhu, Jun (56215097100)
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    Zou, Xiao Nong (57216284159)
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    Lopez, Alan D. (7401455668)
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    Naghavi, Mohsen (57207906323)
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    Murray, Christopher J.L. (55481130700)
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    Lozano, Rafael (7102198442)
    Background The fifth Millennium Development Goal (MDG 5) established the goal of a 75% reduction in the maternal mortality ratio (MMR; number of maternal deaths per 100 000 livebirths) between 1990 and 2015. We aimed to measure levels and track trends in maternal mortality, the key causes contributing to maternal death, and timing of maternal death with respect to delivery. Methods We used robust statistical methods including the Cause of Death Ensemble model (CODEm) to analyse a database of data for 7065 site-years and estimate the number of maternal deaths from all causes in 188 countries between 1990 and 2013. We estimated the number of pregnancy-related deaths caused by HIV on the basis of a systematic review of the relative risk of dying during pregnancy for HIV-positive women compared with HIV-negative women. We also estimated the fraction of these deaths aggravated by pregnancy on the basis of a systematic review. To estimate the numbers of maternal deaths due to nine diff erent causes, we identified 61 sources from a systematic review and 943 site-years of vital registration data. We also did a systematic review of reports about the timing of maternal death, identifying 142 sources to use in our analysis. We developed estimates for each country for 1990-2013 using Bayesian meta-regression. We estimated 95% uncertainty intervals (UIs) for all values. Findings 292 982 (95% UI 261 017-327 792) maternal deaths occurred in 2013, compared with 376 034 (343 483-407 574) in 1990. The global annual rate of change in the MMR was -0.3% (-1.1 to 0.6) from 1990 to 2003, and -2.7% (-3.9 to -1.5) from 2003 to 2013, with evidence of continued acceleration. MMRs reduced consistently in south, east, and southeast Asia between 1990 and 2013, but maternal deaths increased in much of sub-Saharan Africa during the 1990s. 2070 (1290-2866) maternal deaths were related to HIV in 2013, 0.4% (0.2-0.6) of the global total. MMR was highest in the oldest age groups in both 1990 and 2013. In 2013, most deaths occurred intrapartum or postpartum. Causes varied by region and between 1990 and 2013. We recorded substantial variation in the MMR by country in 2013, from 956.8 (685.1-1262.8) in South Sudan to 2.4 (1.6-3.6) in Iceland. Interpretation Global rates of change suggest that only 16 countries will achieve the MDG 5 target by 2015. Accelerated reductions since the Millennium Declaration in 2000 coincide with increased development assistance for maternal, newborn, and child health. Setting of targets and associated interventions for after 2015 will need careful consideration of regions that are making slow progress, such as west and central Africa. Funding Bill & Melinda Gates Foundation.
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    Publication
    Global, regional, national, and selected subnational levels of stillbirths, neonatal, infant, and under-5 mortality, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015
    (2016)
    Wang, Haidong (16507828100)
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    Murray, Christopher J L (55481130700)
    Background Established in 2000, Millennium Development Goal 4 (MDG4) catalysed extraordinary political, financial, and social commitments to reduce under-5 mortality by two-thirds between 1990 and 2015. At the country level, the pace of progress in improving child survival has varied markedly, highlighting a crucial need to further examine potential drivers of accelerated or slowed decreases in child mortality. The Global Burden of Disease 2015 Study (GBD 2015) provides an analytical framework to comprehensively assess these trends for under-5 mortality, age-specific and cause-specific mortality among children under 5 years, and stillbirths by geography over time. Methods Drawing from analytical approaches developed and refined in previous iterations of the GBD study, we generated updated estimates of child mortality by age group (neonatal, post-neonatal, ages 1–4 years, and under 5) for 195 countries and territories and selected subnational geographies, from 1980–2015. We also estimated numbers and rates of stillbirths for these geographies and years. Gaussian process regression with data source adjustments for sampling and non-sampling bias was applied to synthesise input data for under-5 mortality for each geography. Age-specific mortality estimates were generated through a two-stage age–sex splitting process, and stillbirth estimates were produced with a mixed-effects model, which accounted for variable stillbirth definitions and data source-specific biases. For GBD 2015, we did a series of novel analyses to systematically quantify the drivers of trends in child mortality across geographies. First, we assessed observed and expected levels and annualised rates of decrease for under-5 mortality and stillbirths as they related to the Soci-demographic Index (SDI). Second, we examined the ratio of recorded and expected levels of child mortality, on the basis of SDI, across geographies, as well as differences in recorded and expected annualised rates of change for under-5 mortality. Third, we analysed levels and cause compositions of under-5 mortality, across time and geographies, as they related to rising SDI. Finally, we decomposed the changes in under-5 mortality to changes in SDI at the global level, as well as changes in leading causes of under-5 deaths for countries and territories. We documented each step of the GBD 2015 child mortality estimation process, as well as data sources, in accordance with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER). Findings Globally, 5·8 million (95% uncertainty interval [UI] 5·7–6·0) children younger than 5 years died in 2015, representing a 52·0% (95% UI 50·7–53·3) decrease in the number of under-5 deaths since 1990. Neonatal deaths and stillbirths fell at a slower pace since 1990, decreasing by 42·4% (41·3–43·6) to 2·6 million (2·6–2·7) neonatal deaths and 47·0% (35·1–57·0) to 2·1 million (1·8-2·5) stillbirths in 2015. Between 1990 and 2015, global under-5 mortality decreased at an annualised rate of decrease of 3·0% (2·6–3·3), falling short of the 4·4% annualised rate of decrease required to achieve MDG4. During this time, 58 countries met or exceeded the pace of progress required to meet MDG4. Between 2000, the year MDG4 was formally enacted, and 2015, 28 additional countries that did not achieve the 4·4% rate of decrease from 1990 met the MDG4 pace of decrease. However, absolute levels of under-5 mortality remained high in many countries, with 11 countries still recording rates exceeding 100 per 1000 livebirths in 2015. Marked decreases in under-5 deaths due to a number of communicable diseases, including lower respiratory infections, diarrhoeal diseases, measles, and malaria, accounted for much of the progress in lowering overall under-5 mortality in low-income countries. Compared with gains achieved for infectious diseases and nutritional deficiencies, the persisting toll of neonatal conditions and congenital anomalies on child survival became evident, especially in low-income and low-middle-income countries. We found sizeable heterogeneities in comparing observed and expected rates of under-5 mortality, as well as differences in observed and expected rates of change for under-5 mortality. At the global level, we recorded a divergence in observed and expected levels of under-5 mortality starting in 2000, with the observed trend falling much faster than what was expected based on SDI through 2015. Between 2000 and 2015, the world recorded 10·3 million fewer under-5 deaths than expected on the basis of improving SDI alone. Interpretation Gains in child survival have been large, widespread, and in many places in the world, faster than what was anticipated based on improving levels of development. Yet some countries, particularly in sub-Saharan Africa, still had high rates of under-5 mortality in 2015. Unless these countries are able to accelerate reductions in child deaths at an extraordinary pace, their achievement of proposed SDG targets is unlikely. Improving the evidence base on drivers that might hasten the pace of progress for child survival, ranging from cost-effective intervention packages to innovative financing mechanisms, is vital to charting the pathways for ultimately ending preventable child deaths by 2030. Funding Bill & Melinda Gates Foundation. © 2016 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY license.
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    Health effects of overweight and obesity in 195 countries over 25 years
    (2017)
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    Werdecker, Andrea (57208964895)
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    Yonemoto, Naohiro (57204947657)
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    Yonga, Gerald (57203907041)
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    Zaidi, Zoubida (57197376721)
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    Zenebe, Zerihun M. (57200737185)
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    Zipkin, Ben (57200737130)
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    Murray, Christopher J.L. (57224556036)
    BACKGROUND: Although the rising pandemic of obesity has received major attention in many countries, the effects of this attention on trends and the disease burden of obesity remain uncertain. METHODS: We analyzed data from 68.5 million persons to assess the trends in the prevalence of overweight and obesity among children and adults between 1980 and 2015. Using the Global Burden of Disease study data and methods, we also quantified the burden of disease related to high body-mass index (BMI), according to age, sex, cause, and BMI in 195 countries between 1990 and 2015. RESULTS: In 2015, a total of 107.7 million children and 603.7 million adults were obese. Since 1980, the prevalence of obesity has doubled in more than 70 countries and has continuously increased in most other countries. Although the prevalence of obesity among children has been lower than that among adults, the rate of increase in childhood obesity in many countries has been greater than the rate of increase in adult obesity. High BMI accounted for 4.0 million deaths globally, nearly 40% of which occurred in persons who were not obese. More than two thirds of deaths related to high BMI were due to cardiovascular disease. The disease burden related to high BMI has increased since 1990; however, the rate of this increase has been attenuated owing to decreases in underlying rates of death from cardiovascular disease. CONCLUSIONS: The rapid increase in the prevalence and disease burden of elevated BMI highlights the need for continued focus on surveillance of BMI and identification, implementation, and evaluation of evidence-based interventions to address this problem. (Funded by the Bill and Melinda Gates Foundation.) Copyright © 2017 Massachusetts Medical Society.
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    Publication
    Healthcare access and quality index based on mortality from causes amenable to personal health care in 195 countries and territories, 1990-2015: A novel analysis from the global burden of disease study 2015
    (2017)
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    Murray, Christopher J.L. (55481130700)
    Background National levels of personal health-care access and quality can be approximated by measuring mortality rates from causes that should not be fatal in the presence of effective medical care (ie, amenable mortality). Previous analyses of mortality amenable to health care only focused on high-income countries and faced several methodological challenges. In the present analysis, we use the highly standardised cause of death and risk factor estimates generated through the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) to improve and expand the quantification of personal health-care access and quality for 195 countries and territories from 1990 to 2015. Methods We mapped the most widely used list of causes amenable to personal health care developed by Nolte and McKee to 32 GBD causes. We accounted for variations in cause of death certification and misclassifications through the extensive data standardisation processes and redistribution algorithms developed for GBD. To isolate the effects of personal health-care access and quality, we risk-standardised cause-specific mortality rates for each geography-year by removing the joint effects of local environmental and behavioural risks, and adding back the global levels of risk exposure as estimated for GBD 2015. We employed principal component analysis to create a single, interpretable summary measure-the Healthcare Quality and Access (HAQ) Index-on a scale of 0 to 100. The HAQ Index showed strong convergence validity as compared with other health-system indicators, including health expenditure per capita (r=0·88), an index of 11 universal health coverage interventions (r=0·83), and human resources for health per 1000 (r=0·77). We used free disposal hull analysis with bootstrapping to produce a frontier based on the relationship between the HAQ Index and the Socio-demographic Index (SDI), a measure of overall development consisting of income per capita, average years of education, and total fertility rates. This frontier allowed us to better quantify the maximum levels of personal health-care access and quality achieved across the development spectrum, and pinpoint geographies where gaps between observed and potential levels have narrowed or widened over time. Findings Between 1990 and 2015, nearly all countries and territories saw their HAQ Index values improve; nonetheless, the difference between the highest and lowest observed HAQ Index was larger in 2015 than in 1990, ranging from 28·6 to 94·6. Of 195 geographies, 167 had statistically significant increases in HAQ Index levels since 1990, with South Korea, Turkey, Peru, China, and the Maldives recording among the largest gains by 2015. Performance on the HAQ Index and individual causes showed distinct patterns by region and level of development, yet substantial heterogeneities emerged for several causes, including cancers in highest-SDI countries; chronic kidney disease, diabetes, diarrhoeal diseases, and lower respiratory infections among middle-SDI countries; and measles and tetanus among lowest-SDI countries. While the global HAQ Index average rose from 40·7 (95% uncertainty interval, 39·0-42·8) in 1990 to 53·7 (52·2-55·4) in 2015, far less progress occurred in narrowing the gap between observed HAQ Index values and maximum levels achieved; at the global level, the difference between the observed and frontier HAQ Index only decreased from 21·2 in 1990 to 20·1 in 2015. If every country and territory had achieved the highest observed HAQ Index by their corresponding level of SDI, the global average would have been 73·8 in 2015. Several countries, particularly in eastern and western sub-Saharan Africa, reached HAQ Index values similar to or beyond their development levels, whereas others, namely in southern sub-Saharan Africa, the Middle East, and south Asia, lagged behind what geographies of similar development attained between 1990 and 2015. Interpretation This novel extension of the GBD Study shows the untapped potential for personal health-care access and quality improvement across the development spectrum. Amid substantive advances in personal health care at the national level, heterogeneous patterns for individual causes in given countries or territories suggest that few places have consistently achieved optimal health-care access and quality across health-system functions and therapeutic areas. This is especially evident in middle-SDI countries, many of which have recently undergone or are currently experiencing epidemiological transitions. The HAQ Index, if paired with other measures of health-system characteristics such as intervention coverage, could provide a robust avenue for tracking progress on universal health coverage and identifying local priorities for strengthening personal health-care quality and access throughout the world. Copyright © The Author(s). Published by Elsevier Ltd.
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    Publication
    Measuring progress from 1990 to 2017 and projecting attainment to 2030 of the health-related Sustainable Development Goals for 195 countries and territories: a systematic analysis for the Global Burden of Disease Study 2017
    (2018)
    Lozano, Rafael (7102198442)
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    Schwendicke, Falk (55639536600)
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    Sepanlou, Sadaf G. (36248136000)
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    Serván-Mori, Edson (57202594826)
    Background: Efforts to establish the 2015 baseline and monitor early implementation of the UN Sustainable Development Goals (SDGs) highlight both great potential for and threats to improving health by 2030. To fully deliver on the SDG aim of “leaving no one behind”, it is increasingly important to examine the health-related SDGs beyond national-level estimates. As part of the Global Burden of Diseases, Injuries, and Risk Factors Study 2017 (GBD 2017), we measured progress on 41 of 52 health-related SDG indicators and estimated the health-related SDG index for 195 countries and territories for the period 1990–2017, projected indicators to 2030, and analysed global attainment. Methods: We measured progress on 41 health-related SDG indicators from 1990 to 2017, an increase of four indicators since GBD 2016 (new indicators were health worker density, sexual violence by non-intimate partners, population census status, and prevalence of physical and sexual violence [reported separately]). We also improved the measurement of several previously reported indicators. We constructed national-level estimates and, for a subset of health-related SDGs, examined indicator-level differences by sex and Socio-demographic Index (SDI) quintile. We also did subnational assessments of performance for selected countries. To construct the health-related SDG index, we transformed the value for each indicator on a scale of 0–100, with 0 as the 2·5th percentile and 100 as the 97·5th percentile of 1000 draws calculated from 1990 to 2030, and took the geometric mean of the scaled indicators by target. To generate projections through 2030, we used a forecasting framework that drew estimates from the broader GBD study and used weighted averages of indicator-specific and country-specific annualised rates of change from 1990 to 2017 to inform future estimates. We assessed attainment of indicators with defined targets in two ways: first, using mean values projected for 2030, and then using the probability of attainment in 2030 calculated from 1000 draws. We also did a global attainment analysis of the feasibility of attaining SDG targets on the basis of past trends. Using 2015 global averages of indicators with defined SDG targets, we calculated the global annualised rates of change required from 2015 to 2030 to meet these targets, and then identified in what percentiles the required global annualised rates of change fell in the distribution of country-level rates of change from 1990 to 2015. We took the mean of these global percentile values across indicators and applied the past rate of change at this mean global percentile to all health-related SDG indicators, irrespective of target definition, to estimate the equivalent 2030 global average value and percentage change from 2015 to 2030 for each indicator. Findings: The global median health-related SDG index in 2017 was 59·4 (IQR 35·4–67·3), ranging from a low of 11·6 (95% uncertainty interval 9·6–14·0) to a high of 84·9 (83·1–86·7). SDG index values in countries assessed at the subnational level varied substantially, particularly in China and India, although scores in Japan and the UK were more homogeneous. Indicators also varied by SDI quintile and sex, with males having worse outcomes than females for non-communicable disease (NCD) mortality, alcohol use, and smoking, among others. Most countries were projected to have a higher health-related SDG index in 2030 than in 2017, while country-level probabilities of attainment by 2030 varied widely by indicator. Under-5 mortality, neonatal mortality, maternal mortality ratio, and malaria indicators had the most countries with at least 95% probability of target attainment. Other indicators, including NCD mortality and suicide mortality, had no countries projected to meet corresponding SDG targets on the basis of projected mean values for 2030 but showed some probability of attainment by 2030. For some indicators, including child malnutrition, several infectious diseases, and most violence measures, the annualised rates of change required to meet SDG targets far exceeded the pace of progress achieved by any country in the recent past. We found that applying the mean global annualised rate of change to indicators without defined targets would equate to about 19% and 22% reductions in global smoking and alcohol consumption, respectively; a 47% decline in adolescent birth rates; and a more than 85% increase in health worker density per 1000 population by 2030. Interpretation: The GBD study offers a unique, robust platform for monitoring the health-related SDGs across demographic and geographic dimensions. Our findings underscore the importance of increased collection and analysis of disaggregated data and highlight where more deliberate design or targeting of interventions could accelerate progress in attaining the SDGs. Current projections show that many health-related SDG indicators, NCDs, NCD-related risks, and violence-related indicators will require a concerted shift away from what might have driven past gains—curative interventions in the case of NCDs—towards multisectoral, prevention-oriented policy action and investments to achieve SDG aims. Notably, several targets, if they are to be met by 2030, demand a pace of progress that no country has achieved in the recent past. The future is fundamentally uncertain, and no model can fully predict what breakthroughs or events might alter the course of the SDGs. What is clear is that our actions—or inaction—today will ultimately dictate how close the world, collectively, can get to leaving no one behind by 2030. Funding: Bill & Melinda Gates Foundation. © 2018 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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    Population and fertility by age and sex for 195 countries and territories, 1950–2017: a systematic analysis for the Global Burden of Disease Study 2017
    (2018)
    Murray, Christopher J.L. (55481130700)
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    Background: Population estimates underpin demographic and epidemiological research and are used to track progress on numerous international indicators of health and development. To date, internationally available estimates of population and fertility, although useful, have not been produced with transparent and replicable methods and do not use standardised estimates of mortality. We present single-calendar year and single-year of age estimates of fertility and population by sex with standardised and replicable methods. Methods: We estimated population in 195 locations by single year of age and single calendar year from 1950 to 2017 with standardised and replicable methods. We based the estimates on the demographic balancing equation, with inputs of fertility, mortality, population, and migration data. Fertility data came from 7817 location-years of vital registration data, 429 surveys reporting complete birth histories, and 977 surveys and censuses reporting summary birth histories. We estimated age-specific fertility rates (ASFRs; the annual number of livebirths to women of a specified age group per 1000 women in that age group) by use of spatiotemporal Gaussian process regression and used the ASFRs to estimate total fertility rates (TFRs; the average number of children a woman would bear if she survived through the end of the reproductive age span [age 10–54 years] and experienced at each age a particular set of ASFRs observed in the year of interest). Because of sparse data, fertility at ages 10–14 years and 50–54 years was estimated from data on fertility in women aged 15–19 years and 45–49 years, through use of linear regression. Age-specific mortality data came from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017 estimates. Data on population came from 1257 censuses and 761 population registry location-years and were adjusted for underenumeration and age misreporting with standard demographic methods. Migration was estimated with the GBD Bayesian demographic balancing model, after incorporating information about refugee migration into the model prior. Final population estimates used the cohort-component method of population projection, with inputs of fertility, mortality, and migration data. Population uncertainty was estimated by use of out-of-sample predictive validity testing. With these data, we estimated the trends in population by age and sex and in fertility by age between 1950 and 2017 in 195 countries and territories. Findings: From 1950 to 2017, TFRs decreased by 49·4% (95% uncertainty interval [UI] 46·4–52·0). The TFR decreased from 4·7 livebirths (4·5–4·9) to 2·4 livebirths (2·2–2·5), and the ASFR of mothers aged 10–19 years decreased from 37 livebirths (34–40) to 22 livebirths (19–24) per 1000 women. Despite reductions in the TFR, the global population has been increasing by an average of 83·8 million people per year since 1985. The global population increased by 197·2% (193·3–200·8) since 1950, from 2·6 billion (2·5–2·6) to 7·6 billion (7·4–7·9) people in 2017; much of this increase was in the proportion of the global population in south Asia and sub-Saharan Africa. The global annual rate of population growth increased between 1950 and 1964, when it peaked at 2·0%; this rate then remained nearly constant until 1970 and then decreased to 1·1% in 2017. Population growth rates in the southeast Asia, east Asia, and Oceania GBD super-region decreased from 2·5% in 1963 to 0·7% in 2017, whereas in sub-Saharan Africa, population growth rates were almost at the highest reported levels ever in 2017, when they were at 2·7%. The global average age increased from 26·6 years in 1950 to 32·1 years in 2017, and the proportion of the population that is of working age (age 15–64 years) increased from 59·9% to 65·3%. At the national level, the TFR decreased in all countries and territories between 1950 and 2017; in 2017, TFRs ranged from a low of 1·0 livebirths (95% UI 0·9–1·2) in Cyprus to a high of 7·1 livebirths (6·8–7·4) in Niger. The TFR under age 25 years (TFU25; number of livebirths expected by age 25 years for a hypothetical woman who survived the age group and was exposed to current ASFRs) in 2017 ranged from 0·08 livebirths (0·07–0·09) in South Korea to 2·4 livebirths (2·2–2·6) in Niger, and the TFR over age 30 years (TFO30; number of livebirths expected for a hypothetical woman ageing from 30 to 54 years who survived the age group and was exposed to current ASFRs) ranged from a low of 0·3 livebirths (0·3–0·4) in Puerto Rico to a high of 3·1 livebirths (3·0–3·2) in Niger. TFO30 was higher than TFU25 in 145 countries and territories in 2017. 33 countries had a negative population growth rate from 2010 to 2017, most of which were located in central, eastern, and western Europe, whereas population growth rates of more than 2·0% were seen in 33 of 46 countries in sub-Saharan Africa. In 2017, less than 65% of the national population was of working age in 12 of 34 high-income countries, and less than 50% of the national population was of working age in Mali, Chad, and Niger. Interpretation: Population trends create demographic dividends and headwinds (ie, economic benefits and detriments) that affect national economies and determine national planning needs. Although TFRs are decreasing, the global population continues to grow as mortality declines, with diverse patterns at the national level and across age groups. To our knowledge, this is the first study to provide transparent and replicable estimates of population and fertility, which can be used to inform decision making and to monitor progress. Funding: Bill & Melinda Gates Foundation. © 2018 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license

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