Biography
Abraham Flaxman, PhD, is an Associate Professor of Health Metrics Sciences at the Institute for Health Metrics and Evaluation (IHME) at the University of Washington. He is currently leading the development of a simulation platform to derive “what-if” results from Global Burden of Disease estimates and is engaged in methodological and operational research on verbal autopsy. Dr. Flaxman has previously designed software tools such as DisMod-MR that IHME uses to estimate the Global Burden of Disease, and the Bednet Stock-and-Flow Model, which has produced estimates of insecticide-treated net coverage in sub-Saharan Africa. This work uses Integrative Systems Modeling to combine a system dynamics model of process with a statistical model of data to bring together all available sources of information.
Prior to being named associate professor, Dr. Flaxman was an assistant professor at IHME, a Post-Graduate Fellow at IHME, and before that he was a post-doctoral fellow at Microsoft Research.
Originally from Evanston, IL, Dr. Flaxman earned his BS in Mathematics from the Massachusetts Institute of Technology. He earned his PhD in Algorithms, Combinatorics, and Optimization from Carnegie Mellon University in 2006.
Dr. Flaxman has written his popular blog, http://healthyalgorithms.com, since 2008. His posts cover mathematics, computer science, and his research at IHME.
IHME was established at the University of Washington in Seattle in 2007. Its mission is to improve health through better health evidence.
IHME COVID-19 Forecasting Team, Hay SI. COVID-19 scenarios for the United States. MedRxiv. 12 July 2020. doi:10.1101/2020.07.12.20151191.
Dieleman JL, Cao J, Chapin A, Chen C, Li Z, Liu A, Horst C, Kaldjian A, Matyasz T, Scott KW, Bui AL, Campbell M, Duber HC, Dunn AC, Flaxman AD, Fitzmaurice C, Naghavi M, Sadat N, Shieh P, Squires E, Yeung K, Murray CJL. US Health Care Spending by Payer and Health Condition, 1996–2016. JAMA. 3 March 2020. doi:10.1001/jama.2020.0734.
Charlson F, van Ommeren M, Flaxman A, Cornett J, Whiteford H, Saxena S. New WHO prevalence estimates of mental disorders in conflict settings: a systematic review and meta-analysis. The Lancet. 11 Jun 2019. doi:10.1016/S0140-6736(19)30934-1.
Moses MW, Pedroza P, Baral R, Bloom S, Brown J, Chapin A, Compton K, Eldrenkamp E, Fullman N, Mumford JE, Nandakumar V, Rosettie K, Sadat N, Shonka T, Flaxman A, Vos T, Murray CJL, Weaver MR. Funding and services needed to achieve universal health coverage: applications of global, regional, and national estimates of utilisation of outpatient visits and inpatient admissions from 1990 to 2016, and unit costs from 1995 to 2016. The Lancet Public Health. 11 Dec 2018. doi:10.1016/S2468-2667(18)30263-9.
GBD 2016 Healthcare Access and Quality Collaborators. Measuring performance on the Healthcare Access and Quality Index for 195 countries and territories and selected subnational locations: a systematic analysis from the Global Burden of Disease Study 2016. The Lancet. 23 May 2018.
Flaxman AD, Joseph JC, Murray CJL, Riley ID, Lopez AD. Performance of InSilicoVA for assigning causes of death to verbal autopsies: multisite validation study using clinical diagnostic gold standards. BMC Medicine. 19 Apr 2018; 16:56. doi: https://doi.org/10.1186/s12916-018-1039-1
Golding N, Burstein R, Longbottom J, Browne AJ, Fullman N, Osgood-Zimmerman A, Earl L, Bhatt S, Cameron E, Casey DC, Dwyer-Lindgren L, Farag TH, Flaxman AD, Fraser MS, Gething PW, Gibson HS, Graetz N, Krause LK, Kulikoff XR, Lim SS, Mappin B, Morozoff C, Reiner RC Jr, Sliger A, Smith DL, Wang H, Weiss DJ, Murray CJL, Moyes CL, Hay SI. Mapping under-5 and neonatal mortality in Africa, 2000–15: a baseline analysis for the Sustainable Development Goals. The Lancet
GBD 2016 Causes of Death Collaborators. 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. The Lancet. 14 Sept 2017: 390;1151–210.
GBD 2016 DALYs and HALE Collaborators. 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. The Lancet. 14 Sept 2017: 390;1260-344.
GBD 2016 Disease and Injury Incidence and Prevalence Collaborators. Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. The Lancet. 14 Sept 2017: 390; 1211–59.
GBD 2016 Risk Factors Collaborators. 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. The Lancet. 14 Sept 2017: 390;1345-1422.
GBD 2016 SDG Collaborators. Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries: an analysis from the Global Burden of Disease Study 2016. The Lancet. 12 Sept 2017: 390; 1423–59.
Dwyer-Lindgren L, Stubbs RW, Bertozzi-Villa A, Morozoff C, Callender C, Finegold SB, Shirude S, Flaxman AD, Laurent A, Kern E, Duchin JS, Fleming D, Mokdad AH, Murray CJL. Variation in life expectancy and mortality by cause among neighborhoods in King County, WA, USA, 1990–2014: a census tract-level analysis for the Global Burden of Disease Study 2015. Lancet Public Health. 5 Sept 2017.
Dieleman JL, Baral R, Birger M, Bui AL, Bulchis A, Chapin A, Hamavid H, Horst C, Johnson EK, Joseph J, Lavado R, Lomsadze L, Reynolds A, Squires E, Campbell M, DeCenso B, Dicker D, Flaxman AD, Gabert R, Highfill T, Naghavi M, Nightingale N, Templin T, Tobias MI, Vos T, Murray CJL. US spending on personal health care and public health, 1996–2013. JAMA. 2016 Dec 17.
Dwyer-Lindgren L, Bertozzi-Villa A, Stubbs RW, Morozoff C, Kutz MJ, Huynh C, Barber RM, Shackelford KA, Mackenbach JP, van Lenthe FJ, Flaxman AD, Naghavi M, Mokdad AH, Murray CJL. US county-level trends in mortality rates for major causes of death, 1980–2014. JAMA. 2016 Dec. doi: 10.1001/jama.2016.13645.
GBD 2015 Mortality and Causes of Death Collaborators. Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015. The Lancet. 2016 Oct 7; 388:1459–1544.
Dwyer-Lindgren L, Mackenbach JP, van Lenthe FJ, Flaxman AD, Mokdad AH. Diagnosed and undiagnosed diabetes prevalence by county in the US, 1999–2012. Diabetes Care. 2016 August 23; 39:1556–1562. doi: 10.2337/dc16-0678.
Di Giorgio L, Moses MW, Fullman N, Wollum A, Conner RO, Achan J, Achoki T, Bannon KA, Burstein R, Dansereau E, DeCenso B, Delwiche K, Duber HC, Gakidou E, Gasasira A, Haakenstad A, Hanlon M, Ikilezi G, Kisia C, Levine AJ, Maboshe M, Masiye F, Masters SH, Mphuka C, Njuguna P, Odeny TA, Okiro EA, Roberts DA, Murray CJL, Flaxman AD. The potential to expand antiretroviral therapy by improving health facility efficiency: evidence from Kenya, Uganda, and Zambia. BMC Medicine. 2016 20 July. doi: 10.1186/s12916-016-0653-
Di Giorgio L, Flaxman AD, Moses MW, Fullman N, Hanlon M, Conner RO, Wollum A, Murray CJL. Efficiency of health care production in low-resource settings: a Monte-Carlo simulation to compare the performance of Data Envelopment Analysis, Stochastic Distance Functions, and an ensemble model. PLOS ONE. 2016 Jan 26. doi: 10.1371/journal.pone.0147261.
Serina P, Riley I, Stewart A, Flaxman A, Lozano R, Mooney M, Luning R, Hernandez B, Black R, Ahuja R, Alam N, Alam SS, Ali SM, Atkinson C, Baqui AH, Chowdhury HR, Dandona L, Dandona R, Dantzer E, Darmstadt G, Das V, Dhingra U, Dutta A, Fawzi W, Freeman M, Gamage S, Gomez S, Hensman D, James SL, Joshi R, Kalter HD, Kumar A, Kumar V, Lucero M, Mehta S, Neal B, Ohno SL, Phillips D, Pierce K, Prasad R, Praveen D, Premji Z, Ramirez-Villalobos D, Rampatige R, Remolador H, Romero M, Said M, Sanvictores D, Sazawal S, Streatfield PK, Tallo V, Vadhatpour A, Wijesekara N, Murray CJL, Lopez AD. A shortened verbal autopsy instrument for use in routine mortality surveillance systems. BMC Medicine. 2015 Dec 16; 13:302. doi:10.1186/s12916-015-0528-8.
Serina P, Riley I, Stewart A, James SL, Flaxman AD, Lozano R, Hernandez B, Mooney MD, Luning R, Black R, Ahuja R, Alam N, Alam SS, Ali SM, Atkinson C, Baqui AH, Chowdhury HR, Dandona L, Dandona R, Dantzer E, Darmstadt GL, Das V, Dhingra U, Dutta A, Fawzi W, Freeman M, Gomez S, Gouda HN, Joshi R, Kalter HD, Kumar A, Kumar V, Lucero M, Maraga S, Mehta S, Neal B, Ohno SL, Phillips D, Pierce K, Prasad R, Praveen D, Premji Z, Ramirez-Villalobos D, Rarau P, Remolador H, Romero M, Said M, Sanvictores D, Sazawal S, Streatfield PK, Tallo V, Vadhatpour A, Vano M, Murray CJL, Lopez AD. Improving performance of the Tariff Method for assigning causes of death to verbal autopsies. BMC Medicine. 2015 Dec 8; 13:291. doi: 10.1186/s12916-015-0527-9.
Benziger CP, Stout K, Zaragoza-Macias E, Bertozzi-Villa A, Flaxman AD. Projected growth of the adult congenital heart disease population in the United States to 2050: an integrative systems modeling approach. Population Health Metrics. 2015 Oct 15; 13:29. doi: 10.1186/s12963-015-0063-z.
Flaxman AD, Serina PT, Hernandez B, Murray CJL, Riley I, Lopez A. Measuring causes of death in populations: a new metric that corrects cause-specific mortality fractions for chance. Population Health Metrics. 2015 Oct 12; 13:28. doi:10.1186/s12963-015-0061-1.
Forouzanfar MH, Alexander L, Anderson HR, Bachman VF, Biryukov S, Brauer M, Burnett R, Casey D, Coates MM, Cohen A, Delwiche K, Estep K, Frostad JJ, KC A, Kyu HH, Moradi-Lakeh M, Ng M, Slepak EL, Thomas BA, Wagner J, Aasvang GM*, Abbafati C*, Abbasoglu Ozgoren A*, Abd-Allah F*, Abera SF*, Aboyans V*, Abraham B*, Abraham JP*, Abubakar I *, Abu-Rmeileh NME*, Aburto T C*, Achoki T*, Adelekan A*, Adofo K*, Adou AK*, Adsuar JC*, Afshin A*, Agardh EE*, Al Khabouri MJ*, Al Lami FH*, Alam S*, Alasfoor D*, Albittar MI*, Alegretti MA*, Aleman AV*, Alemu ZA*, Alfonso-Cristancho R*, Alhabib S*, Ali R*, Ali MK*, Alla F*, Allebeck P*, Allen PJ*, Alsharif U*, Alvarez E*, Alvis-Guzman N*, Amankwaa AA*, Amare AT*, Ameh EA*, Ameli O*, Amini H*, Ammar W*, Anderson BO*, Antonio CT*, Anwari P*, Argeseanu Cunningham S*, Arnlöv J*, Arsic Arsenijevic VS*, Artaman A*, Asghar RJ*, Assadi R*, Atkins LS*, Atkinson C*, Avila MA*, Awuah B*, Badawi A*, Bahit MC*, Bakfalouni T*, Balakrishnan K*, Balalla S*, Balu R*, Banerjee A*, Barber RM*, Barker-Collo SL*, Barquera S*, Barregard L*, Barrero LH*, Barrientos-Gutierrez T*, Basto-Abreu AC*, Basu A*, Basu S*, Basulaiman MO*, Batis Ruvalcaba C*, Beardsley J*, Bedi N*, Bekele T*, Bell ML*, Benjet C*, Bennett DA*, Benzian H*, Bernabé E*, Beyene TJ*, Bhala N*, Bhalla A*, Bhutta ZA*, Bikbov B*, Bin Abdulhak AA*, Blore JD*, Blyth FM*, Bohensky MA*, Bora Başara B*, Borges G*, Bornstein NM*, Bose D*, Boufous S*, Bourne RR*, Brainin M*, Brazinova A*, Breitborde NJ*, Brenner H*, Briggs ADM*, Broday DM*, Brooks PM*, Bruce NG*, Brugha TS*, Brunekreef B*, Buchbinder R*, Bui LN*, Bukhman G*, Bulloch AG*, Burch M*, Burney PGJ*, Campos-Nonato IR*, Campuzano JC*, Cantoral AJ*, Caravanos J*, Cárdenas R*, Cardis E*, Carpenter DO*, Caso V*, Castañeda-Orjuela CA*, Castro RE*, Catalá-López F*, Cavalleri F*, Çavlin A*, Chadha VK*, Chang J*, Charlson FJ*, Chen H*, Chen W*, Chen Z*, Chiang PP*, Chimed-Ochir O*, Chowdhury R*, Christophi CA*, Chuang T*, Chugh SS*, Cirillo M*, Claßen TKD*, Colistro V*, Colomar M*, Colquhoun SM*, Contreras AG*, Cooper C*, Cooper LT*, Cooperrider K*, Coresh J*, Courville KJ*, Criqui MH*, Cuevas-Nasu L*, Damsere-Derry J*, Danawi H*, Dandona L*, Dandona R*, Dargan PI*, Davis A*, Davitoiu DV*, Dayama A*, de Castro EF*, De la Cruz-Góngora V*, De Leo D*, de Lima G*, Degenhardt L*, del Pozo-Cruz B*, Dellavalle RP*, Deribe K*, Derrett S*, Des Jarlais DC*, Dessalegn M*, deVeber GA*, Devries KM*, Dharmaratne SD*, Dherani MK*, Dicker D*, Ding EL*, Dokova K*, Dorsey E*, Driscoll TR*, Duan L*, Durrani AM*, Ebel BE*, Ellenbogen RG*, Elshrek YM*, Endres M*, Ermakov SP*, Erskine HE*, Eshrati B*, Esteghamati A*, Fahimi S*, Faraon EA*, Farzadfar F*, Fay DFJ*, Feigin VL*, Feigl AB*, Fereshtehnejad S*, Ferrari AJ*, Ferri CP*, Flaxman AD*, Fleming TD*, Foigt N*, Foreman KJ*, Fra Paleo U*, Franklin RC*, Gabbe B*, Gaffikin L*, Gakidou E*, Gamkrelidze A*, Gankpé FG*, Gansevoort RT*, García-Guerra FA*, Gasana E*, Geleijnse JM*, Gessner BD*, Gething P*, Gibney KB*, Gillum RF*, Ginawi IAM*, Giroud M*, Giussani G*, Goenka S*, Goginashvili K*, Gomez Dantes H*, Gona P*, Gonzalez de Cosio T*, González-Castell D*, Gotay CC*, Goto A*, Gouda HN*, Guerrant RL*, Gugnani HC*, Guillemin F*, Gunnell D*, Gupta R*, Gupta R*, Gutiérrez RA*, Hafezi-Nejad N*, Hagan H*, Hagstromer M*, Halasa YA*, Hamadeh RR*, Hammami M*, Hankey GJ*, Hao Y*, Harb HL*, Haregu T*, Haro J*, Havmoeller R*, Hay SI*, Hedayati MT*, Heredia-Pi IB*, Hernandez L*, Heuton KR*, Heydarpour P*, Hijar M*, Hoek HW*, Hoffman HJ*, Hornberger JC*, Hosgood H*, Hoy DG*, Hsairi M*, Hu G*, Hu H*, Huang C*, Huang JJ*, Hubbell BJ*, Huiart L*, Husseini A*, Iannarone ML*, Iburg KM*, Idrisov BT*, Ikeda N*, Innos K*, Inoue M*, Islami F*, Ismayilova S*, Jacobsen KH*, Jansen HA*, Jarvis DL*, Jassal SK*, Jauregui A*, Jayaraman S*, Jeemon P*, Jensen PN*, Jha V*, Jiang F*, Jiang G*, Jiang Y*, Jonas JB*, Juel K*, Kan H*, Kany Roseline SS*, Karam NE*, Karch A*, Karema CK*, Karthikeyan G*, Kaul A*, Kawakami N*, Kazi DS*, Kemp AH*, Kengne AP*, Keren A*, Khader YS*, Khalifa SAH*, Khan EA*, Khang Y*, Khatibzadeh S*, Khonelidze I*, Kieling C*, Kim D*, Kim S*, Kim Y*, Kimokoti RW*, Kinfu Y*, Kinge JM*, Kissela BM*, Kivipelto M*, Knibbs LD*, Knudsen A*, Kokubo Y*, Kose M*, Kosen S*, Kraemer A*, Kravchenko M*, Krishnaswami S*, Kromhout H*, Ku T*, Kuate Defo B*, Kucuk Bicer B*, Kuipers EJ*, Kulkarni C*, Kulkarni VS*, Kumar G*, Kwan GF*, Lai T*, Lakshmana Balaji A*, Lalloo R*, Lallukka T*, Lam H*, Lan Q*, Lansingh VC*, Larson HJ*, Larsson A*, Laryea DO*, Lavados PM*, Lawrynowicz AE*, Leasher JL*, Lee J*, Leigh J*, Leung R*, Levi M*, Li Y*, Li Y*, Liang J*, Liang X*, Lim SS*, Lindsay M*, Lipshultz SE*, Liu S*, Liu Y*, Lloyd BK*, Logroscino G*, London SJ*, Lopez N*, Lortet-Tieulent J*, Lotufo PA*, Lozano R*, Lunevicius R*, Ma J*, Ma S*, Machado VMP*, MacIntyre MF*, Magis-Rodriguez C*, Mahdi AA*, Majdan M*, Malekzadeh R*, Mangalam S*, Mapoma CC*, Marape M*, Marcenes W*, Margolis DJ*, Margono C*, Marks GB*, Martin RV*, Marzan MB*, Mashal MT*, Masiye F*, Mason-Jones AJ*, Matsushita K*, Matzopoulos R*, Mayosi BM*, Mazorodze TT*, McKay AC*, McKee M*, McLain A*, Meaney PA*, Medina C*, Mehndiratta M*, Mejia-Rodriguez F*, Mekonnen W*, Melaku YA*, Meltzer M*, Memish ZA*, Mendoza W*, Mensah GA*, Meretoja A*, Mhimbira FA*, Micha R*, Miller TR*, Mills EJ*, Mishra S*, Mohamed IN*, Mohammad KA*, Mokdad AH*, Mola GL*, Monasta L*, Montañez Hernandez JC*, Montico M*, Moore AR*, Morawska L*, Mori R*, Moschandreas J*, Moturi WN*, Mozaffarian D*, Mueller UO*, Mukaigawara M*, Mullany EC*, Murthy KS*, Naghavi M*, Nahas Z*, Naheed A*, Naidoo KS*, Naldi L*, Nand D*, Nangia V*, Narayan KMV*, Nash D*, Neal B*, Nejjari C*, Neupane SP*, Newton CR*, Ngalesoni FN*, Ngirabega J*, Nguyen G*, Nguyen NT*, Nieuwenhuijsen MJ*, Nisar MI*, Nogueira JR*, Nolla JM*, Nolte S*, Norheim OF*, Norman RE*, Norrving B*, Nyakarahuka L*, Oh I*, Ohkubo T*, Olusanya BO*, Omer SB*, Opio J*, Orozco R*, Pagcatipunan Jr., RS*, Pain AW*, Pandian JD*, Panelo CA*, Papachristou C*, Park E*, Parry CD*, Paternina Caicedo AJ*, Patten SB*, Paul VK*, Pavlin BI*, Pearce N*, Pedraza LS*, Pedroza A*, Pejin Stokic L*, Pekericli A*, Pereira DM*, Perez-Padilla R*, Perez-Ruiz F*, Perico N*, Perry SAL*, Pervaiz A*, Pesudovs K*, Peterson CB*, Petzold M*, Phillips MR*, Phua HP *, Plass D*, Poenaru D*, Polanczyk GV*, Polinder S*, Pond CD*, Pope C*, Pope D*, Popova S*, Pourmalek F*, Powles J*, Prabhakaran D*, Prasad NM*, Qato DM*, Quezada AD*, Quistberg DA*, Racapé L*, Rafay A*, Rahimi K*, Rahimi-Movaghar V*, Rahman S*, Raju M*, Rakovac I*, Rana SM*, Rao M*, Razavi H*, Reddy KS*, Refaat AH*, Rehm J*, Remuzzi G*, Ribeiro AL*, Riccio PM*, Richardson L*, Riederer A*, Robinson M*, Roca A*, Rodriguez A*, Rojas-Rueda D*, Romieu I*, Ronfani L*, Room R*, Roy N*, Ruhago GM*, Rushton L*, Sabin N*, Sacco RL*, Saha S*, Sahathevan R*, Sahraian M*, Salomon JA*, Salvo D*, Sampson UK*, Sanabria JR*, Sanchez L*, Sánchez-Pimienta TG*, Sanchez-Riera L*, Sandar L*, Santos IS*, Sapkota A*, Satpathy M*, Saunders JE*, Sawhney M*, Saylan MI*, Scarborough P*, Schmidt JC*, Schneider IJC*, Schöttker B*, Schwebel DC*, Scott JG*, Seedat S*, Sepanlou SG*, Serdar B*, Servan-Mori EE*, Shaddick G*, Shahraz S*, Shamah Levy T*, Shangguan S*, She J*, Sheikhbahaei S*, Shibuya K*, Shin HH*, Shinohara Y*, Shiri R*, Shishani K*, Shiue I*, Sigfusdottir ID*, Silberberg DH*, Simard EP*, Sindi S*, Singh A*, Singh GM*, Singh JA*, Skirbekk V*, Sliwa K*, Soljak M*, Soneji S*, Søreide K*, Soshnikov S*, Sposato LA*, Sreeramareddy CT*, Stapelberg NJC*, Stathopoulou V*, Steckling N*, Stein DJ*, Stein MB*, Stephens N*, Stöckl H*, Straif K*, Stroumpoulis K*, Sturua L*, Sunguya BF*, Swaminathan S*, Swaroop M*, Sykes BL*, Tabb KM*, Takahashi K *, Talongwa RT*, Tandon N*, Tanne D*, Tanner M*, Tavakkoli M*, Te Ao BJ*, Teixeira CM*, Téllez Rojo MM*, Temesgen AM*, Terkawi AS*, Texcalac-Sangrador JL *, Thackway SV*, Thomson B*, Thorne-Lyman AL*, Thrift AG*, Thurston GD*, Tillmann T*, Tobollik M*, Tonelli M*, Topouzis F*, Towbin JA*, Toyoshima H*, Traebert J*, Tran BX*, Trasande L*, Trillini M*, Trujillo U*, Tsala Dimbuene Z*, Tsilimbaris M*, Tuzcu E*, Uchendu US*, Ukwaja KN*, Uzun SB*, van de Vijver S*, Van Dingenen R*, van Gool CH*, van Os J*, Varakin YY*, Vasankari TJ*, Vasconcelos AN*, Vavilala MS*, Veerman LJ*, Velasquez-Melendez G*, Venketasubramanian N*, Vijayakumar L*, Villalpando S*, Violante FS*, Vlassov VV*, Vollset S*, Wagner GR*, Waller SG*, Wallin MT*, Wan X*, Wang H*, Wang J*, Wang L*, Wang W*, Wang Y*, Warouw TS*, Watts CH*, Weichenthal S*, Weiderpass E*, Weintraub RG*, Werdecker A*, Wessells K*, Westerman R*, Whiteford HA*, Wilkinson JD*, Williams HC*, Williams TN*, Woldeyohannes SM*, Wolfe CDA*, Wong JQ*, Woolf AD*, Wright JL*, Wurtz B*, Xu G*, Yan LL*, Yang G*, Yano Y*, Ye P*, Yenesew M*, Yentür GK*, Yip P*, Yonemoto N*, Yoon S*, Younis MZ*, Younoussi Z*, Yu C*, Zaki ME*, Zhao Y*, Zheng Y*, Zhou M*, Zhu J*, Zhu S*, Zou X*, Zunt JR*, Lopez AD †, Vos T †, Murray CJL †‡. Global, regional, and national comparative risk assessment of 79 behavioral, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2015 Sep 11. doi: 10.1016/S0140-6736(15)61455-6.
*Authors listed alphabetically
†Joint senior authors
‡Corresponding author
Murray CJL, Barber RM, Foreman KJ, Abbasoglu Ozgoren A*, Abd-Allah F*, Abera SF*, Aboyans V*, Abraham JP*, Abubakar I*, Abu-Raddad LJ*, Abu-Rmeileh NM*, Achoki T*, Ackerman IN*, Ademi Z*, Adou AK*, Adsuar JC*, Afshin A*, Agardh EE*, Alam S*, Alasfoor D*, Albittar MI*, Alegretti MA*, Alemu ZA*, Alfonso-Cristancho R*, Alhabib S*, Ali R*, Alla F*, Allebeck P*, AlMazroa MA*, Alsharif U*, Alvarez E*, Alvis-Guzman N*, Amare AT*, Ameh EA*, Amini H*, Ammar W*, Anderson BO*, Anderson H*, Antonio CAT*, Anwari P*, Arnlöv J*, Arsic Arsenijevic VS*, Artaman A*, Asghar RJ*, Assadi R*, Atkins LS*, Avila MA*, Awuah B*, Bachman VF*, Badawi A*, Bahit MC*, Balakrishnan K*, Banerjee A*, Barker-Collo SL*, Barquera S*, Barregard L*, Barrero LH*, Basu A*, Basu S*, Basulaiman MO*, Beardsley J*, Bedi N*, Beghi E*, Bekele T*, Bell ML*, Benjet C*, Bennett DA*, Bensenor IM*, Benzian H*, Bernabé E*, Bertozzi-Villa A*, Beyene TJ*, Bhala N*, Bhalla A*, Bhutta ZA*, Bienhoff K*, Bikbov B*, Biryukov S*, Blore JD*, Blosser CD*, Blyth FM*, Bohensky MA*, Bolliger IW*, Bora Başara B*, Bornstein NM*, Bose D*, Boufous S*, Bourne RR*, Boyers LN*, Brainin M*, Brayne CE*, Brazinova A*, Breitborde NJ*, Brenner H*, Briggs AD*, Brooks PM*, Brown JC*, Brugha TS*, Buchbinder R*, Buckle GC*, Budke CM*, Bulchis A*, Bulloch AG*, Campos-Nonato IR*, Carabin H*, Carapetis JR*, Cárdenas R*, Carpenter DO*, Caso V*, Castañeda-Orjuela CA*, Castro RE*, Catalá-López F*, Cavalleri F*, Çavlin A*, Chadha VK*, Chang J*, Charlson FJ*, Chen H*, Chiang PP*, Chimed-Ochir O*, Chowdhury R*, Christensen H*, Christophi CA*, Cirillo M*, Coates MM*, Coffeng LE*, Coggeshall MS*, Colistro V*, Colquhoun SM*, Cooke GS*, Cooper C*, Cooper LT*, Coppola LM*, Cortinovis M*, Criqui MH*, Crump JA*, Cuevas-Nasu L*, Danawi H*, Dandona L*, Dandona R*, Dansereau E*, Dargan PI*, Davey G*, Davis A*, Davitoiu DV*, Dayama A*, De Leo D*, Degenhardt L*, del Pozo-Cruz B*, Dellavalle RP*, Deribe K*, Derrett S*, Des Jarlais DC*, Dessalegn M*, Dharmaratne SD*, Dherani MK*, Diaz-Torné C*, Dicker D*, Ding EL*, Dokova K*, Dorsey ER*, Driscoll TR*, Duber HC*, Ebel BE*, Edmond KM*, Elshrek YM*, Endres M*, Ermakov SP*, Erskine HE*, Eshrati B*, Esteghamati A*, Estep K*, Faraon EA*, Farzadfar F*, Fay DF*, Feigin VL*, Felson DT*, Fereshtehnejad S*, Fernandes JG*, Ferrari AJ*, Fitzmaurice C*, Flaxman AD*, Fleming TD*, Foigt N*, Fowkes FR*, Fra.Paleo U*, Franklin RC*, Fürst T*, Gabbe B*, Gaffikin L*, Gankpé FG*, Geleijnse JM*, Gessner BD*, Gething P*, Gibney KB*, Giroud M*, Giussani G*, Gomez Dantes H*, Gona P*, González-Medina D*, Gosselin RA*, Gotay CC*, Goto A*, Gouda HN*, Graetz N*, Gugnani HC*, Gupta R*, Gupta R*, Gutiérrez RA*, Haagsma J*, Hafezi-Nejad N*, Hagan H*, Halasa YA*, Hamadeh RR*, Hamavid H*, Hammami M*, Hancock J*, Hankey GJ*, Hansen GM*, Hao Y*, Harb HL*, Haro J*, Havmoeller R*, Hay RJ*, Hay SI*, Heredia-Pi IB*, Heuton KR*, Heydarpour P*, Higashi H*, Hijar M*, Hoek HW*, Hoffman HJ*, Hosgood H*, Hossain M*, Hotez PJ*, Hoy DG*, Hsairi M*, Hu G*, Huang JJ*, Huang C*, Husseini A*, Huynh C*, Iannarone ML*, Iburg KM*, Innos K*, Inoue M*, Islami F*, Jacobsen KH*, Jarvis DL*, Jassal SK*, Jee S*, Jeemon P*, Jensen PN*, Jha V*, Jiang G*, Jiang Y*, Jonas JB*, Juel K*, Kan H*, Karch A*, Karema CK*, Karimkhani C*, Karthikeyan G*, Kassebaum NJ*, Kaul A*, Kawakami N*, Kazanjan K*, Kemp AH*, Kengne AP*, Keren A*, Khader YS*, Khalifa SA*, Khan EA*, Khan G*, Khang Y*, Kieling C*, Kim D*, Kim S*, Kim Y*, Kinfu Y*, Kinge JM*, Kivipelto M*, Knibbs LD*, Knudsen A*, Kokubo Y*, Kosen S*, Krishnaswami S*, Kuate Defo B*, Kucuk Bicer B*, Kuipers EJ*, Kulkarni C*, Kulkarni VS*, Kumar G*, Kyu HH*, Lai T*, Lalloo R*, Lallukka T*, Lam H*, Lan Q*, Lansingh VC*, Larsson A*, Lawrynowicz AEB*, Leasher JL*, Leigh J*, Leung R*, Levitz CE*, Li B*, Li Y*, Li Y*, Lim SS*, Lind M*, Lipshultz SE*, Liu S*, Liu Y*, Lloyd BK*, Lofgren KT*, Logroscino G*, Looker KJ*, Lortet-Tieulent J*, Lotufo PA*, Lozano R*, Lucas RM*, Lunevicius R*, Lyons RA*, Ma S*, MacIntyre MF*, Mackay MT*, Majdan M*, Malekzadeh R*, Marcenes W*, Margolis DJ*, Margono C*, Marzan MB*, Masci JR*, Mashal MT*, Matzopoulos R*, Mayosi BM*, Mazorodze TT*, McGill NW*, McGrath JJ*, McLain A*, Meaney PA*, Medina C*, Mehndiratta M*, Mekonnen W*, Melaku YA*, Meltzer M*, Memish ZA*, Mensah GA*, Meretoja A*, Mhimbira FA*, Micha R*, Miller TR*, Mills EJ*, Mitchell PB*, Mock CN*, Mohamed Ibrahim N*, Mohammad KA*, Mokdad AH*, Mola GL*, Monasta L*, Montañez Hernandez JC*, Montico M*, Montine TJ*, Mooney MD*, Moore AR*, Moradi-Lakeh M*, Moran AE*, Mori R*, Moschandreas J*, Moturi WN*, Moyer ML*, Mozaffarian D*, Msemburi WT*, Mueller UO*, Mukaigawara M*, Murdoch ME*, Murray J*, Murthy KS*, Naghavi M*, Naheed A*, Naidoo KS*, Naldi L*, Nand D*, Nangia V*, Narayan KMV*, Nejjari C*, Neupane SP*, Newton CR*, Ng M*, Ngalesoni FN*, Nguyen G*, Nisar MI*, Nolte S*, Norheim OF*, Norman RE*, Norrving B*, Nyakarahuka L*, Oh I*, Ohkubo T*, Ohno SL*, Olusanya BO*, Opio J*, Ortblad K*, Ortiz A*, Pain AW*, Pandian JD*, Papachristou C*, Park E*, Park J*, Patten SB*, Patton GC*, Paul VK*, Pavlin BI*, Pearce N*, Pereira DM*, Perez-Padilla R*, Perez-Ruiz F*, Perico N*, Pervaiz A*, Pesudovs K*, Peterson CB*, Petzold M*, Phillips BK*, Phillips DE*, Phillips MR*, Piel FB*, Plass D*, Poenaru D*, Polinder S*, Pope D*, Popova S*, Poulton RG*, Pourmalek F*, Prabhakaran D*, Prasad NM*, Pullan RL*, Qato DM*, Quistberg D*, Rafay A*, Rahimi K*, Rahman SU*, Raju M*, Rana SM*, Razavi H*, Reddy KS*, Refaat A*, Remuzzi G*, Resnikoff S*, Ribeiro AL*, Richardson L*, Richardus J*, Roberts DA*, Rojas-Rueda D*, Ronfani L*, Roth GA*, Rothenbacher D*, Rothstein DH*, Rowley JT*, Roy N*, Ruhago GM*, Saeedi MY*, Saha S*, Sahraian M*, Sampson UK*, Sanabria JR*, Sandar L*, Santos IS*, Satpathy M*, Sawhney M*, Scarborough P*, Schneider IJ*, Schöttker B*, Schumacher AE*, Schwebel DC*, Scott JG*, Seedat S*, Sepanlou SG*, Serina PT*, Servan-Mori EE*, Shackelford KA*, Shaheen A*, Shahraz S*, Shamah Levy T*, Shangguan S*, She J*, Sheikhbahaei S*, Shi P*, Shibuya K*, Shinohara Y*, Shiri R*, Shishani K*, Shiue I*, Shrime MG*, Sigfusdottir ID*, Silberberg DH*, Simard EP*, Sindi S*, Singh A*, Singh JA*, Singh L*, Skirbekk V*, Slepak EL*, Sliwa K*, Soneji S*, Søreide K*, Soshnikov S*, Sposato LA*, Sreeramareddy CT*, Stanaway JD*, Stathopoulou V*, Stein MB*, Stein DJ*, Steiner C*, Steiner TJ*, Stevens A*, Stewart A*, Stovner LJ*, Stroumpoulis K*, Sunguya BF*, Swaroop M*, Sykes BL*, Tabb KM*, Takahashi K*, Tandon N*, Tanne D*, Tanner M*, Tavakkoli M*, Taylor HR*, Te Ao BJ*, Tediosi F*, Temesgen AM*, Templin T*, Ten Have M*, Tenkorang EY*, Terkawi AS*, Thomson B*, Thorne-Lyman AL*, Thrift AG*, Thurston GD*, Tillmann T*, Tonelli M*, Topouzis F*, Toyoshima H*, Traebert J*, Tran BX*, Trillini M*, Truelsen T*, Tsilimbaris M*, Tuzcu EM*, Uchendu US*, Ukwaja KN*, Undurraga EA*, Uzun SB*, van Brakel WH*, van de Vijver S*, van Gool CH*, van Os J*, Vasankari TJ*, Venketasubramanian N*, Violante FS*, Vlassov VV*, Vollset S*, Wagner GR*, Wagner J*, Waller SG*, Wang H*, Wang J*, Warouw TS*, Weichenthal S*, Weiderpass E*, Weintraub RG*, Wenzhi W*, Werdecker A*, Westerman R*, Whiteford HA*, Wilkinson JD*, Williams TN*, Wolfe CD*, Wolock TM*, Woolf AD*, Wulf S*, Wurtz B*, Xu G*, Yan LL*, Yano Y*, Yentür GK*, Yip P*, Yonemoto N*, Yoon S*, Younis MZ*, Yu C*, Zaki ME*, Zhao Y*, Zheng Y*, Zonies D*, Zou X*, Salomon JA†, Lopez AD†, Vos T† Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990–2013: quantifying the epidemiological transition. The Lancet. 2015 Aug 27. doi: 10.1016/S0140-6736(15)61340-X.
*Authors listed alphabetically
†Joint senior authors
Thomas B, Wulf S, Bikbov B, Perico N, Cortinovis M, de Vaccaro KC, Flaxman A, Peterson H, Delossantos A, Haring D, Mehrotra R, Himmelfarb J, Remuzzi G, Murray C, Naghavi M. Maintenance dialysis throughout the world in years 1990 and 2010. Journal of the American Society of Nephrology. 2015 Jul 24. doi: 10.1681/ASN.2014101017.
Global Burden of Disease Study 2013 Collaborators: Vos T, Barber RM, Bell B, Bertozzi-Villa A, Biryukov S, Bolliger I, Charlson F, Davis A, Degenhardt L, Dicker D, Duan L, Erskine H, Feigin VL, Ferrari AJ, Fitzmaurice C, Fleming T, Graetz N, Guinovart C, Haagsma J, Hansen GM, Hanson SW, Heuton KR, Higashi H, Kassebaum N, Kyu H, Laurie E, Liang X, Lofgren K, Lozano R, MacIntyre MF, Moradi-Lakeh M, Naghavi M, Nguyen G, Odell S, Ortblad K, Roberts DA, Roth GA, Sandar L, Serina PT, Stanaway JD, Steiner C, Thomas B, Vollset SE, Whiteford H, Wolock TM, Ye P, Zhou M, Avila MA*, Aasvang GM*, Abbafati C*, Abbasoglu Ozgoren A*, Abd-Allah F*, Abdel Aziz MI*, Abera SF*, Aboyans V*, Abraham JP*, Abraham B*, Abubakar I*, Abu-Raddad LJ*, Abu-Rmeileh NME*, Aburto TC*, Achoki T*, Ackerman IN*, Adelekan A*, Ademi Z*, Adou AK*, Adsuar JC*, Arnlov J*, Agardh EE*, Al Khabouri MJ*, Alam SS*, Alasfoor D*, Albittar MI*, Alegretti MA*, Aleman AV*, Alemu ZA*, Alfonso-Cristancho R*, Alhabib S*, Ali R*, Alla F*, Allebeck P*, Allen PJ*, AlMazroa MA*, Alsharif U*, Alvarez E*, Alvis-Guzman N*, Ameli O*, Amini H*, Ammar W*, Anderson BO*, Anderson HR*, Antonio CAT*, Anwari P*, Apfel H*, Arsenijevic VSA*, Artaman A*, Asghar RJ*, Assadi R*, Atkins LS*, Atkinson C*, Badawi A*, Bahit MC*, Bakfalouni T*, Balakrishnan K*, Balalla S*, Banerjee A*, Barker-Collo SL, Barquera S*, Barregard L*, Barrero LH*, Basu S*, Basu A*, Baxter A*, Beardsley J*, Bedi N*, Beghi E*, Bekele T*, Bell ML*, Benjet C*, Bennett DA*, Bensenor IM*, Benzian H*, Bernabe E*, Beyene TJ*, Bhala N*, Bhalla A*, Bhutta Z*, Bienhoff K*, Bikbov B*, Bin Abdulhak A*, Blore JD*, Blyth FM*, Bohensky MA*, Basara BB*, Borges G*, Bornstein NM*, Bose D*, Boufous S*, Bourne RR*, Boyers LN*, Brainin M*, Brauer M*, Brayne CEG*, Brazinova A*, Breitborde NJK*, Brenner H*, Briggs ADM*, Brooks PM*, Brown J*, Brugha TS*, Buchbinder R*, Buckle GC*, Bukhman G*, Bulloch AG*, Burch M*, Burnett R*, Cardenas R*, Cabral NL*, Campos Nonato IR*, Campuzano JC*, Carapetis JR*, Carpenter DO*, Caso V*, Castaneda-Orjuela CA*, Catala-Lopez F*, Chadha VK*, Chang JC*, Chen H*, Chen W*, Chiang PP*, Chimed-Ochir O*, Chowdhury R*, Christensen H*, Christophi CA*, Chugh SS*, Cirillo M*, Coggeshall M*, Cohen A*, Colistro V*, Colquhoun SM*, Contreras AG*, Cooper LT*, Cooper C*, Cooperrider K*, Coresh J*, Cortinovis M*, Criqui MH*, Crump JA*, Cuevas-Nasu L*, Dandona R*, Dandona L*, Dansereau E*, Dantes HG*, Dargan PI*, Davey G*, Davitoiu DV*, Dayama A*, De la Cruz-Gongora V*, de la Vega SF*, De Leo D*, del Pozo-Cruz B, Dellavalle RP*, Deribe K*, Derrett S*, Des Jarlais DC*, Dessalegn M*, deVeber GA*, Dharmaratne SD*, Diaz-Torne C*, Ding EL*, Dokova K*, ER*, Driscoll TR*, Duber H*, Durrani AM*, Edmond KM*, Ellenbogen RG*, Endres M*, Ermakov SP*, Eshrati B*, Esteghamati A*, Estep K*, Fahimi S*, Farzadfar F*, Fay DFJ*, Felson DT*, Fereshtehnejad SM*, Fernandes JG*, Ferri CP*, Flaxman A*, Foigt N*, Foreman KJ*, Fowkes FGR*, Franklin RC*, Furst T*, Futran ND*, Gabbe BJ*, Gankpe FG*, Garcia-Guerra FA*, Geleijnse JM*, Gessner BD*, Gibney KB*, Gillum RF*, Ginawi IA*, Giroud M*, Giussani G*, Goenka S*, Goginashvili K*, Gona P*, Gonzalez de Cosio T*, Gosselin RA*, Gotay CC*, Goto A*, Gouda HN*, Guerrant RI*, Gugnani HC*, Gunnell D*, Gupta R*, Gupta R*, Gutierrez RA*, Hafezi-Nejad N*, Hagan H*, Halasa Y*, Hamadeh RR*, Hamavid H*, Hammami M*, Hankey GJ*, Hao Y*, Harb HL*, Haro JM*, Havmoeller R*, Hay RJ*, Hay S*, Hedayati MT*, Heredia Pi IB*, Heydarpour P*, Hijar M*, Hoek HW*, Hoffman HJ*, Hornberger JC*, Hosgood HD*, Hossain M*, Hotez PJ*, Hoy*, Hsairi M*, Hu H*, Hu G*, Huang JJ*, Huang C*, Huiart L*, Husseini A*, Iannarone M*, Iburg KM*, Innos K*, Inoue M*, Jacobsen KH*, Jassal SK*, Jeemon P*, Jensen PN*, Jha V*, Jiang G*, Jiang Y*, Jonas JB*, Joseph J*, Juel K*, Kan H*, Karch A*, Karimkhani C*, Karthikeyan G*, Katz R*, Kaul A*, Kawakami N*, Kazi DS*, Kemp AH*, Kengne AP*, Khader YS*, Khalifa SEAH*, Khan EA*, Khan G*, Khang YH*, Khonelidze I*, Kieling C*, Kim D*, Kim S*, Kimokoti RW*, Kinfu Y*, Kinge JM*, Kissela BM*, Kivipelto M*, Knibbs L*, Knudsen AK*, Kokubo Y*, Kosen S*, Kramer A*, Kravchenko M*, Krishnamurthi RV*, Krishnaswami S*, Kuate Defo B*, Kucuk Bicer B*, Kuipers EJ*, Kulkarni VS*, Kumar K*, Kumar GA*, Kwan GF*, Lai T*, Lalloo R*, Lam H*, Lan Q*, Lansingh VC*, Larson H*, Larsson A*, Lawrynowicz AEB*, Leasher JL*, Lee JT*, Leigh J*, Leung R*, Levi M*, Li B*, Li Y*, Li Y*, Liang J*, Lim S*, Lin HH*, Lind M*, Lindsay MP*, Lipshultz SE*, Liu S*, Lloyd BK*, Ohno SL*, Logroscino G*, Looker KJ*, Lopez AD*, Lopez-Olmedo N*, Lortet-Tieulent J*, Lotufo PA*, Low N*, Lucas RM*, Lunevicius R*, Lyons RA*, Ma J*, Ma S*, Mackay MT*, Majdan M*, Malekzadeh R*, Mapoma CC*, Marcenes W*, March LM*, Margono C*, Marks GB*, Marzan MB*, Masci JR*, Mason-Jones AJ*, Matzopoulos RG*, Mayosi BM*, Mazorodze TT*, McGill NW*, McGrath JJ*, McKee M*, McLain A*, McMahon BJ*, Meaney PA*, Mehndiratta MM*, Mejia-Rodriguez F*, Mekonnen W*, Melaku YA*, Meltzer M*, Memish ZA*, Mensah G*, Meretoja A*, Mhimbira FA*, Micha R*, Miller TR*, Mills EJ*, Mitchell PB*, Mock CN*, Moffitt TE*, Mohamed Ibrahim N*, Mohammad KA*, Mokdad AH*, Mola GL*, Monasta L*, Montico M*, Montine TJ*, Moore AR*, Moran AE*, Morawska L*, Mori R*, Moschandreas J*, Moturi WN*, Moyer M*, Mozaffarian D*, Mueller UO*, Mukaigawara M*, Murdoch ME*, Murray J*, Murthy KS*, Naghavi P*, Nahas Z*, Naheed A*, Naidoo KS*, Naldi L*, Nand D*, Nangia V*, Narayan KMV*, Nash D*, Nejjari C*, Neupane SP*, Newman LM*, Newton CR*, Ng M*, Ngalesoni FN*, Nhung NT*, Nisar MI*, Nolte S*, Norheim OF*, Norman RE*, Norrving B*, Nyakarahuka L*, Oh IH*, Ohkubo T*, Omer SB*, Opio JN*, Ortiz A*, Pandian JD*, Panelo CIA*, Papachristou C*, Park EK*, Parry CD*, Paternina Caicedo AJ*, Patten SB*, Paul VK*, Pavlin BI*, Pearce N*, Pedraza LS*, Pellegrini CA*, Pereira DM*, Perez-Ruiz FP*, Perico N*, Pervaiz A*, Pesudovs K*, Peterson CB*, Petzold M*, Phillips MR*, Phillips D*, Phillips B*, Piel FB*, Plass D*, Poenaru D*, Polanczyk GV*, Polinder S*, Pope CA*, Popova S*, Poulton RG*, Pourmalek F*, Prabhakaran D*, Prasad NM*, Qato D*, Quistberg DA*, Rafay A*, Rahimi K*, Rahimi-Movaghar V*, Rahman S*, Raju M*, Rakovac I*, Rana SM*, Razavi H*, Refaat A*, Rehm J*, Remuzzi G*, Resnikoff S*, Ribeiro AL*, Riccio PM*, Richardson L*, Richardus JH*, Riederer AM*, Robinson M*, Roca A*, Rodriguez A*, Rojas-Rueda D*, Ronfani L*, Rothenbacher D*, Roy N*, Ruhago GM*, Sabin N*, Sacco RL*, Ksoreide K*, Saha S*, Sahathevan R*, Sahraian MA*, Sampson U*, Sanabria JR*, Sanchez-Riera L*, Santos IS*, Satpathy M*, Saunders JE*, Sawhney M*, Saylan MI*, Scarborough P*, Schoettker B*, Schneider IJC*, Schwebel DC*, Scott JG*, Seedat S*, Sepanlou SG*, Serdar B*, Servan-Mori EE*, Shackelford K*, Shaheen A*, Shahraz S*, Shamah Levy T*, Shangguan S*, She J*, Sheikhbahaei S*, Shepard DS*, Shi P*, Shibuya K*, Shinohara Y*, Shiri R*, Shishani K*, Shiue I*, Shrime MG*, Sigfusdottir ID*, Silberberg DH*, Edgar P Simard EP*, Sindi S*, Singh JA*, Singh L*, Skirbekk V*, Sliwa K*, Soljak M*, Soneji S*, Soshnikov SS*, Speyer P*, Sposato LA*, Sreeramareddy CT*, Stoeckl H*, Stathopoulou VK*, Steckling N*, Stein MB*, Stein DJ*, Steiner TJ*, Stewart A*, Stork E*, Stovner LJ*, Stroumpoulis K*, Sturua L*, Sunguya BF*, Swaroop M*, Sykes BL*, Tabb KM*, Takahashi K*, Tan F*, Tandon N*, Tanne D*, Tanner M*, Tavakkoli M*, Taylor HR*, Te Ao BJ*, Temesgen AM*, Ten Have M*, Tenkorang EY*, Terkawi AS*, Theadom AM*, Thomas E*, Thorne-Lyman AL*, Thrift AG*, Tleyjeh IM*, Tonelli M*, Topouzis F*, Towbin JA*, Toyoshima H*, Traebert J*, Tran BX*, Trasande L*, Trillini M*, Truelsen T*, Trujillo U*, Tsilimbaris M*, Tuzcu EM*, Ukwaja KN*, Undurraga EA*, Uzun SB*, van Brakel WH*, van de Vijver S*, Van Dingenen R*, van Gool CH*, Varakin YY*, Vasankari TJ*, Vavilala MS*, Veerman LJ*, Velasquez-Melendez G*, Venketasubramanian N*, Vijayakumar L*, Villalpando S*, Violante FS*, Vlassov VV*, Waller S*, Wallin MT*, Wan X*, Wang L*, Wang J*, Wang Y*, Warouw TS*, Weichenthal S*, Weiderpass E*, Weintraub RG*, Werdecker A*, Wessells KRR*, Westerman R*, Wilkinson JD*, Williams HC*, Williams TN*, Woldeyohannes SM*, Wolfe CDA*, Wong JQ*, Wong H*, Woolf AD*, Wright JL*, Wurtz B*, Xu G*, Yang G*, Yano Y*, Yenesew MA*, Yentur GK*, Yip P*, Yonemoto N*, Yoon SJ*, Younis M*, Yu C*, Kim KY*, Zaki MES*, Zhang Y*, Zhao Z*, Zhao Y*, Zhu J*, Zonies D, Zunt JR*, Salomon JA†, Murray CJL.† Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2015 June 8. doi: 10.1016/S0140-6736(15)60692-4.
*Authors listed alphabetically
†Joint senior authors
Dwyer-Lindgren L, Flaxman AD, Ng M, Hansen GM, Murray CJL, Mokdad AH. Drinking patterns in US counties from 2002 to 2012. American Journal of Public Health. 2015 April 23; e1-e8. doi:10.2105/AJPH.2014.302313.
James SL, Romero M, Ramírez-Villalobos D, Gómez S, Pierce K, Flaxman A, Serina P, Stewart A, Murray CJL, Gakidou E, Lozano R, Hernandez B. Validating estimates of prevalence of non-communicable diseases based on household surveys: the symptomatic diagnosis study. BMC Medicine. 2015 Jan 26; 13:15. doi:10.1186/s12916-014-0245-8.
Dwyer-Lindgren L, Kakungu F, Hangoma P, Ng M, Wang H, Flaxman AD, Masiye F, Gakidou E. Estimation of district-level under-5 mortality in Zambia using birth history data, 1980–2010. Spatial and Spatio-temporal Epidemiology. 2014 Oct;11: 89-107. doi: 10.1016/j.sste.2014.09.002.
Ng M, Fullman N, Dieleman JL, Flaxman AD, Murray CJL, Lim SS. Effective coverage: a metric for monitoring universal health coverage. PLoS Medicine. 2014 Sept 22. doi: 10.1371/journal.pmed.1001730.
Murray CJL‡, Ortblad KF, Guinovart C, Lim SS, Wolock TM, Roberts DA, Dansereau EA, Graetz N, Barber RM, Brown JC, Wang H, Duber HC, Naghavi M, Dicker D, Dandona L, Salomon JA, Heuton KR, Foreman K, Phillips DE, Fleming TD, Flaxman AD, Phillips BK, Johnson EK, Coggeshall MS, Abd-Allah F*, Abera SF*, Abraham JP*, Abubakar I*, Abu-Raddad LJ*, Abu-Rmeileh NM*, Achoki T*, Adeyemo AO*, Adou AK*, Adsuar JC*, Agardh EE*, Akena D*, Al Kahbouri MJ*, Alasfoor D*, Albittar MI*, Alcalá-Cerra G*, Alegretti MA*, Alemu ZA*, Alfonso-Cristancho R*, Alhabib S*, Ali R*, Alla F*, Allen PJ*, Alsharif U*, Alvarez E*, Alvis-Guzman N*, Amankwaa AA*, Amare AT*, Amini H*, Ammar W*, Anderson BO*, Antonio CAT*, Anwari P*, Ärnlöv J*, Arsenijevic VSA*, Artaman A*, Asghar RJ*, Assadi R*, Atkins LS*, Badawi A*, Balakrishnan K*, Banerjee A*, Basu S*, Beardsley J*, Bekele T*, Bell ML*, Bernabe E*, Beyene TJ*, Bhala N*, Bhalla A*, Bhutta ZA*, Bin Abdulhak A*, Binagwaho A, Blore J*, Bora Basara B*, Bose D*, Brainin M*, Breitborde N*, Castañeda-Orjuela CA*, Catalá-López F*, Chadha VK*, Chang J-C*, Chiang PP-C*, Chuang T-W*, Colomar M*, Cooper LT*, Cooper C*, Courville KJ*, Cowie BC*, Criqui MH*, Dandona R*, Dayama A*, De Leo D*, Degenhardt L*, Del Pozo-Cruz* B, Deribe K*, Des Jarlais DC*, Dessalegn M*, Dharmaratne SD*, Dilmen U*, Ding EL*, Driscoll TR*, Durrani AM*, Ellenbogen RG*, Ermakov SP*, Esteghamati A*, Faraon EJA*, Farzadfar F*, Fereshtehnejad S*, Fijabi DO*, Forouzanfar MH*, Fra.Paleo U*, Gaffikin L*, Gamkrelidze A*, Gankpé FG*, Geleijnse JM*, Gessner BD*, Gibney KB*, Ginawi IAM*, Glaser EL*, Gona P*, Goto A*, Gouda HN*, Gugnani HC*, Gupta R*, Gupta R*, Hafezi-Nejad N*, Hamadeh RR*, Hammami M*, Hankey GJ*, Harb HL*, Haro JM*, Havmoeller R*, Hay SI*, Hedayati MT*, Heredia Pi IB*, Hoek HW*, Hornberger JC*, Hosgood HD*, Hotez PJ*, Hoy DG*, Huang JJ*, Iburg KM*, Idrisov BT*, Innos K*, Jacobsen KH*, Jeemon P*, Jensen PN*, Jha V*, Jiang G*, Jonas JB*, Juel K*, Kan H*, Kankindi I*, Karam NE*, Karch A*, Karema CK*, Kaul A*, Kawakami N*, Kazi DS*, Kemp AH*, Kengne AP*, Keren A*, Kereselidze M*, Khader YS*, Khalifa SEAH*, Khan EA*, Khang Y-H*, Khonelidze I*, Kinfu Y*, Kinge JM*, Knibbs L*, Kokubo Y*, Kosen S*, Kuate Defo B*, Kulkarni VS*, Kulkarni C*, Kumar K*, Kumar RB*, Kumar GA*, Kwan GF*, Lai T*, Lakshmana Balaji A*, Lam H*, Lan Q*, Lansingh VC*, Larson HJ*, Larsson A*, Lee J-T*, Leigh J*, Leinsalu M*, Leung R*, Li Y*, Li Y*, De Lima GMF*, Lin H-H*, Lipshultz SE*, Liu S*, Liu Y*, Lloyd BK*, Lotufo PA*, Machado VMP*, Maclachlan JH*, Magis-Rodriguez C*, Majdan M*, Mapoma CC*, Marcenes W*, Marzan MB*, Masci JR*, Mashal MT*, Mason-Jones AJ*, Mayosi BM*, Mazorodze TT*, Mckay AC*, Meaney PA*, Mehndiratta MM*, Mejia-Rodriguez F*, Melaku YA*, Memish ZA*, Mendoza W*, Miller TR*, Mills EJ*, Mohammad KA*, Mokdad A*, Mola GL*, Monasta L*, Montico M*, Moore AR*, Mori R*, Moturi WN*, Mukaigawara M*, Murthy KS*, Naheed A*, Naidoo KS*, Naldi L*, Nangia V*, Narayan KMV*, Nash D*, Nejjari C*, Nelson RG*, Neupane SP*, Newton CR*, Ng M*, Nisar MI*, Nolte S*, Norheim OF*, Nowaseb V*, Nyakarahuka L*, Oh I-H*, Takayoshi Ohkubo T*, Olusanya BO*, Omer SB*, Opio JN*, Orisakwe EO*, Pandian JD*, Papachristou C*, Paternina Caicedo AJ*, Patten SB*, Paul VK*, Pavlin BI*, Pearce N*, Pereira DM*, Pervaiz A*, Pesudovs K*, Petzold M*, Pourmalek F*, Qato D*, Quezada AD*, Quistberg DA*, Rafay A*, Rahimi K*, Rahimi-Movaghar V*, Rahman SU*, Raju M*, Rana SM*, Razavi H*, Reilly RQ*, Remuzzi G*, Richardus JH*, Ronfani L*, Roy N*, Sabin N*, Saeedi MY*, Sahraian MA*, Samonte GMJ*, Sawhney M*, Schneider IJC*, Schwebel DC*, Seedat S*, Sepanlou SG*, Servan-Mori EE*, Sheikhbahaei S, Shibuya K*, Shin HH*, Shiue I*, Shivakoti R*, Sigfusdottir ID*, Silberberg DH*, Silva AP*, Simard EP*, Singh JA*, Skirbekk V*, Sliwa K*, Soneji S*, Soshnikov SS*, Sreeramareddy CT*, Stathopoulou VK*, Stroumpoulis K*, Swaminathan S*, Sykes BL*, Tabb KM*, Talongwa RT*, Tenkorang EY*, Terkawi AS*, Thomson AJ*, Thorne-Lyman AL*, Towbin JA*, Traebert J*, Tran BX*, Tsala Dimbuene Z*, Tsilimbaris M*, Uchendu US*, Ukwaja KN*, Uzun SB*, Vallely AJ*, Vasankari TJ*, Venketasubramanian N*, Violante FS*, Vlassov VV*, Waller S*, Wallin MT*, Wang L*, Wang SX*, Wang Y*, Weichenthal S*, Weiderpass E*, Weintraub RG*, Westerman R*, White RA*, Wilkinson JD*, Williams TN*, Woldeyohannes SM*, Wong JQ*, Xu G*, Yang YC*, Yano Y*, Yentur GK*, Yip P*, Yonemoto N*, Yoon S*, Younis M*, Yu C*, Jin KY*, Zaki MES*, Zhao Y*, Zheng Y*, Zhou M*, Zhu J*, Zou XN*, Lopez A†, Vos T†. Global, regional, and national incidence and mortality for HIV, tuberculosis, and malaria during 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2014 July 23. doi: 10.1016/S0140-6736(14)60844-8
*Authors listed alphabetically
†Joint senior authors
‡Corresponding author
Ng M, Fleming T, Robinson M, Thomson B, Graetz N, Margono C, Mullany EC, Biryukov S, Abbafati C*, Abera SF*, Abraham JP*, Abu-Rmeileh NME*, Achoki T*, AlBuhairan FS*, Alemu ZA*, Alfonso R*, Ali MK*, Ali R*, Guzman NA*, Ammar W*, Anwari P*, Banerjee A*, Barquera S*, Basu S*, Bennett DA*, Bhutta Z*, Blore J*, Cabral N*, Nonato IC*, Chang J*, Chowdhury R*, Courville KJ*, Criqui MH*, Cundiff DK*, Dabhadkar KC*, Dandona L*, Davis A*, Dayama A*, Dharmaratne SD*, Ding EL*, Durrani AM*, Esteghamati A*, Farzadfar F*, Fay DFJ*, Feigin VL*, Flaxman A*, Forouzanfar MH*, Goto A*, Green MA*, Gupta R*, Hafezi-Nejad N*, Hankey GJ*, Harewood HC*, Havmoeller R*, Hay S*, Hernandez L*, Husseini A*, Idrisov BT*, Ikeda N*, Islami F*, Jahangir E*, Jassal SK*, Jee SH*, Jeffreys M*, Jonas JB*, Kabagambe EK*, Khalifa SEAH*, Kengne AP*, Khader YS*, Khang Y*, Kim D*, Kimokoti RW*, Kinge JM*, Kokubo Y*, Kosen S*, Kwan G*, Lai T*, Leinsalu M*, Li Y*, Liang X*, Liu S*, Logroscino G*, Lotufo PA*, Lu Y*, Ma J*, Mainoo NK*, Mensah GA*, Merriman TR*, Mokdad AH*, Moschandreas J*, Naghavi M*, Naheed A*, Nand D*, Narayan KMV*, Nelson EL*, Neuhouser ML*, Nisar MI*, Ohkubo T*, Oti SO*, Pedroza A*, Prabhakaran D*, Roy N*, Sampson U*, Seo H*, Sepanlou SG*, Shibuya K*, Shiri R*, Shiue I*, Singh GM*, Singh JA*, Skirbekk V*, Stapelberg NJC*, Sturua L*, Sykes BL*, Tobias M*, Tran BX*, Trasande L*, Toyoshima H*, van de Vijver S*, Vasankari TJ*, Veerman JL*, Velasquez-Melendez G*, Vlassov VV*, Vollset SE*, Vos T*, Wang C*, Wang SX*, Weiderpass E*, Werdecker A*, Wright JL*, Yang YC*,Yatsuya H*, Yoon J*, Yoon S*, Zhao Y*, Zhou M*, Zhu S*, Lopez AD†, Murray CJL†, Gakidou E.†‡ Global, regional, and national prevalence of overweight and obesity in children and adults during 1980–2013: a systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2014 May. doi: 10.1016/S0140-6736(14)60460-8.
*Authors listed alphabetically
†Joint senior authors
‡Corresponding author
Fullman N, Flaxman A, Leach-Kemon K, Rajaratnam JK, Lozano R. Measuring the world’s health: How good are our estimates? In: Brown GW, Yamey G, Wamala S, eds. The Handbook of Global Health Policy. John Wiley & Sons, Ltd, 2014: 97–117.
*Degenhardt L, Baxter AJ, Lee Y, Hall W, Sara GE, Johns N, Flaxman A, Whiteford HA, Vos T. The global epidemiology and burden of psychostimulant dependence: findings from the Global Burden of Disease Study 2010. Drug and Alcohol Dependence. 2014 Apr 1; 137.
Degenhardt L, Charlson F, Mathers B, Hall WD, Flaxman AD, Johns N, Vos T. The global epidemiology and burden of opioid dependence: results from the Global Burden of Disease 2010 Study. Addiction. 2014 Mar 25.
Degenhardt L, Charlson F, Mathers B, Hall WD, Flaxman AD, Johns N, Vos T. The global epidemiology and burden of opioid dependence: results from the Global Burden of Disease 2010 Study. Addiction. 2014 Mar 25.
Dwyer-Lindgren L, Mokdad AH, Srebotnjak T, Flaxman AD, Hansen GM, Murray CJL. Cigarette smoking prevalence in US counties: 1996-2012. Population Health Metrics. 2014.
Moran AE, Forouzanfar MH, Roth G, Mensah GA, Ezzati M, Flaxman A, Murray CJL, Naghavi M. The global burden of ischemic heart disease in 1990 and 2010: the Global Burden of Disease 2010 Study. Circulation. 2014 Feb 26. doi: 10.1161/CIRCULATIONAHA.113.004046.
Murray CJL, Lozano R, Flaxman AD, Serina P, Phillips D, Stewart A, James SL, Vahdatpour A, Atkinson C, Freeman MK, Ohno SL, Black R, Ali SM, Baqui AH, Dandona L, Dantzer E, Darmstadt GL, Das V, Dhingra U, Dutta A, Fawzi W, Gómez S, Hernández B, Joshi R, Kalter HD, Kumar A, Kumar V, Lucero M, Mehta S, Neal B, Praveen D, Premji Z, Ramírez-Villalobos D, Remolador H, Riley I, Romero M, Said M, Sanvictores D, Sazawal S, Tallo V, Lopez AD. Using verbal autopsy to measure causes of death: the comparative performance of existing methods. BMC Medicine. 2014 Jan 9; 12(5). doi:10.1186/1741-7015-12-5
Erskine HE, Ferrari AJ, Nelson P, Polanczyk GV, Flaxman AD, Vos T, Whiteford HA, Scott JG. Research review: epidemiological modelling of attention-deficit/hyperactivity disorder and conduct disorder for the Global Burden of Disease Study 2010. Journal of Child Psychology and Psychiatry. 2013 Dec 1; 54(12).
Whiteford HA, Degenhardt L, Rehm J, Baxter AJ, Ferrari AJ, Erskine HE, Charlson FJ, Norman RE, Flaxman AD, Johns N, Burstein R, Murray CJL, Vos T. Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. The Lancet. 2013 Nov 9; 382:1575-1586. doi:10.1016/S0140-6736(13)61611-6.
Degenhardt L, Ferrari AJ, Calabria B, Hall WD, Norman RE, McGrath J, Flaxman AD, Engell RE, Freedman GD, Whiteford HA, Vos T. The global epidemiology and contribution of cannabis use and dependence to the Global Burden of Disease: results from the GBD 2010 Study. PLoS ONE. 2013 Oct 24; 8(10).
Hagopian, A, Flaxman AD, Takaro TK, Esa Al Shatari SA, Rajaratnam J, Becker S, Levin-Rector A, Galway L, Hadi Al-Yasseri BJ, Weiss WM, Murray CJ, Burnham G. Mortality in Iraq associated with the 2003-2011 war and occupation: Findings from a national cluster sample survey by the University Collaborative Iraq Mortality Study. PLOS Medicine. 2013 Oct; (10)10: e1001533. DOI:10.1371/journal.pmed.1001533.
Charlson FJ, Ferrari AJ, Flaxman AD, Whiteford HA. The epidemiological modelling of dysthymia: application for the Global Burden of Disease Study 2010. Journal of Affective Disorders. 2013 Oct; 151(1).
Degenhardt L, Whiteford HA, Ferrari AJ, Baxter AJ, Charlson FJ, Hall WD, Freedman G, Burstein R, Johns N, Engell RE, Flaxman A, Murray CJL, Vos T. Global burden of disease attributable to illicit drug use and dependence: findings from the Global Burden of Disease Study 2010. The Lancet. 2013 Aug 29. DOI: 10.1016/S0140-6736(13)61530-5.
Ferrari AJ, Charlson FJ, Norman RE, Flaxman AD, Patten SB, Vos T, Whiteford HA. The epidemiological modelling of major depressive disorder: application for the Global Burden of Disease Study 2010. PloS One. 2013; 8(7).
Dwyer-Lindgren L, Gakidou E, Flaxman A, Wang H. Error and bias in under-5 mortality estimates derived from birth histories with small sample sizes. Population Health Metrics. 2013; 11:13.
Murray CJL, Abraham J, Ali MK, Alvarado M, Atkinson C, Baddour LM, Bartels DH, Benjamin EJ, Bhalla K, Birbeck G, Bolliger I, Burstein R, Carnahan E, Chen H, Chou D, Chugh SS, Cohen A, Colson KE, Cooper LT, Couser W, Criqui MH, Dabhadkar KC, Dahodwala N, Danaei G, Dellavalle RP, Des Jarlais DC, Dicker D, Ding EL, Dorsey ER, Duber H, Ebel BE, Engell RE, Ezzati M, Fahimi S, Felson DT, Finucane MM, Flaxman S, Flaxman AD, Fleming T, Foreman KJ, Forouzanfar MH, Freedman G, Freeman MK, Gabriel SE, Gakidou E, Gillum RF, Gonzalez-Medina D, Gosselin R, Grant B, Gutierrez HR, Hagan H, Havmoeller R, Hoffman H, Jacobsen KH, James SL, Jasrasaria R, Jayaraman S, Johns N, Kassebaum N, Khatibzadeh S, Knowlton LM, Lan Q, Leasher JL, Lim S, Lin JK, Lipshultz SE, London S, Lozano R, Lu Y, MacIntyre MF, Mallinger L, McDermott MM, Meltzer M, Mensah GA, Micha R, Michaud C, Miller TR, Mock C, Terrie E. Moffitt TE, Mokdad AA, Mokdad AH, Moran AE, Mozaffarian D, Murphy T, Naghavi M, Narayan KMV, Nelson RG, Olives C, Omer SB, Ortblad K, Ostro B, Pelizzari PM, Phillips D, Pope CA, Raju M, Ranganathan D, Razavi H, Ritz B, Rivara FP, Roberts T, Sacco RL, Salomon JA, Sampson U, Sanman E, Sapkota A, Schwebel DC, Shahraz S, Shibuya K, Shivakoti R, Silberberg D, Singh GM, Singh D, Singh JA, Sleet DA, Steenland K, Tavakkoli M, Taylor JA, Thurston GD, Towbin JA, Vavilala MS, Vos T, Wagner GR, Weinstock MA, Weisskopf MG, Wilkinson JD, Wulf S, Zabetian A, Lopez AD. The state of US health, 1990-2010: burden of diseases, injuries, and risk factors [published online July 10, 2013]. Journal of the American Medical Association. DOI: 10.1001/jama.2013.13805.
Marcenes W, Kassebaum NJ, Bernabé E, Flaxman A, Naghavi M, Lopez A, Murray CJL. Global burden of oral conditions in 1990-2010: a systematic analysis. Journal of Dental Research. 2013 May 29; 92(7): 592-597. doi: 10.1177/0022034513490168.
Murray CJL†, Richards MAR, Newton JN, Fenton KA, Anderson HR*, Atkinson C*, Bennett D*, Bernabé E*, Blencowe H*, Bourne R*, Braithwaite T*, Brayne C*, Bruce NG*, Brugha TS*, Burney P*, Dherani M*, Dolk H*, Edmond K*, Ezzati M*, Flaxman AD*, Fleming TD*, Freedman G*, Gunnell D*, Hay RJ*, Hutchings SJ*, Ohno SL*, Lozano R*, Lyons RA*, Marcenes W*, Naghavi M*, Newton CR*, Pearce N*, Pope D*, Rushton L*, Salomon JA*, Shibuya K*, Vos T*, Wang H*, Williams HC*, Woolf AD*, Lopez AD, Davis A. UK health performance: findings of the Global Burden of Disease Study 2010. The Lancet.2013 March 5; http://dx.doi.org/10.1016/S0140-6736(13)60355-4.
† Corresponding author
* Authors listed alphabetically
Salomon JA, Wang H, Freeman MK, Vos T, Flaxman AD, Lopez AD, Murray CJL. Healthy life expectancy for 187 countries, 1990–2010: a systematic analysis for the Global Burden Disease Study 2010. The Lancet. 2012 Dec 13; 380: 2144–2162.
Salomon JA†, Vos T, Hogan DR, Gagnon M, Naghavi M, Mokdad A, Begum N, Shah R, Karyana M, Kosen S, Farje MR, Moncada G, Dutta A, Sazawal S, Dyer A, Seiler J, Aboyans V*, Baker L*, Baxter A*, Benjamin EJ*, Bhalla K*, Bin Abdulhak A*, Blyth F*, Bourne R*, Braithwaite T*, Brooks P*, Brugha TS*, Bryan-Hancock C*, Buchbinder R*, Burney P*, Calabria B*, Chen H*, Chugh SS*, Cooley R*, Criqui MH*, Cross M*, Dabhadkar KC*, Dahodwala N*, Davis A*, Degenhardt L*, Díaz-Torné C*, Dorsey ER*, Driscoll T*, Edmond K*, Elbaz A*, Ezzati M*, Feigin V*, Ferri CP*, Flaxman AD*, Flood L*, Fransen M*, Fuse K*, Gabbe BJ*, Gillum RF*, Haagsma J*, Harrison JE*, Havmoeller R*, Hay RJ*, Hel-Baqui A*, Hoek HW*, Hoffman H*, Hogeland E*, Hoy D*, Jarvis D*, Karthikeyan G*, Knowlton LM*, Lathlean T*, Leasher JL*, Lim SS*, Lipshultz SE*, Lopez AD*, Lozano R*, Lyons R*, Malekzadeh R*, Marcenes W*, March L *, Margolis DJ*, McGill N*, McGrath J*, Mensah GA*, Meyer AC*, Michaud C*, Moran A*, Mori R*, Murdoch ME*, Naldi L*, Newton CR*, Norman R*, Omer SB*, Osborne R*, Pearce N*, Perez-Ruiz F*, Perico N*, Pesudovs K*, Phillips D*, Pourmalek F*, Prince M*, Rehm JT*, Remuzzi G*, Richardson K*, Room R*, Saha S*, Sampson U*, Sanchez-Riera L*, Segui-Gomez M*, Shahraz S*, Shibuya K*, Singh D*, Sliwa K*, Smith E*, Soerjomataram I*, Steiner T*, Stolk WA*, Stovner LJ*, Sudfeld C*, Taylor HR*, Tleyjeh IM*, van der Werf MJ*, Watson WL*, Weatherall DJ*, Weintraub R*, Weisskopf MG*, Whiteford H*, Wilkinson JD*, Woolf AD*, Zheng Z-J*, Murray CJL. Common values in assessing health outcomes from disease and injury: disability weights measurement study for the Global Burden of Disease Study 2010. The Lancet. 2012 Dec 13; 380: 2129–2143.
*Authors listed alphabetically
†Corresponding author
See Online for appendix
Murray CJL†‡, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S*, Aboyans V*, Abraham J*, Ackerman I*, Aggarwal R*, Ahn SY*, Ali MA*, Alvarado M*, Anderson HR*, Anderson LM*, Andrews KG*, Atkinson C*, Baddour LM*, Bahalim AD*, Barker-Collo S*, Barrero LH*, Bartels DH*, Basáñez M-G*, Baxter A*, Bell ML*, Benjamin EJ*, Bennett D*, Bernabé E*, Bhalla K*, Bhandari B*, Bikbov B*, Abdulhak AB*, Birbeck G*, Black JA*, Blencowe H*, Blore JD*, Blyth F*, Bolliger I*, Bonaventure A*, Boufous S*, Bourne R*, Boussinesq M*, Braithwaite T*, Brayne C*, Bridgett L*, Brooker S*, Brooks P*, Brugha TS*, Bryan-Hancock C*, Bucello C*, Buchbinder R*, Buckle G*, Budke CM*, Burch M*, Burney P*, Burstein R*, Calabria B*, Campbell B*, Canter CE*, Carabin H*, Carapetis J*, Carmona L*, Cella C*, Charlson F*, Chen H*, Tai-Ann Cheng A*, Chou D*, Chugh SS*, Coffeng LE*, Colan SD*, Colquhoun S*, Colson KE*, Condon J*, Connor MD*, Cooper LT*, Corriere M*, Cortinovis M*, Courville de Vaccaro K*, Couser W*, Cowie BC*, Criqui MH*, Cross M*, Dabhadkar KC*, Dahiya M*, Dahodwala N*, Damsere-Derry J*, Danaei G*, Davis A*, De Leo D*, Degenhardt L*, Dellavalle R*, Delossantos A*, Denenberg J*, Derrett S*, Des Jarlais DC*, Dharmaratne SD*, Dherani M*, Diaz-Torne C*, Dolk H*, Dorsey ER*, Driscoll T*, Duber H*, Ebel B*, Edmond K*, Elbaz A*, Eltahir Ali S*, Erskine H*, Erwin PJ*, Espindola P*, Ewoigbokhan SE*, Farzadfar F*, Feigin V*, Felson DT*, Ferrari A*, Ferri CP*, Fèvre EM*, Finucane MM*, Flaxman S*, Flood L*, Foreman K*, Forouzanfar MH*, Fowkes FGR*, Fransen M*, Freeman MK*, Gabbe BJ*, Gabriel SE*, Gakidou E*, Ganatra HA*, Garcia B*, Gaspari F*, Gillum RF*, Gmel G*, Gonzalez-Medina D*, Gosselin R*, Grainger R*, Grant B*, Groeger J*, Guillemin F*, David Gunnell*, Gupta R*, Haagsma J*, Hagan H*, Halasa YA*, Hall W*, Haring D*, Haro*, James E Harrison JM*, Havmoeller R*, Hay RJ*, Higashi H*, Hill C*, Hoen B*, Hoffman H*, Hotez PJ*, Hoy D*, Huang JJ*, Ibeanusi SE*, Jacobsen KH*, James SL*, Jarvis D*, Jasrasaria R*, Jayaraman S*, Johns N*, Jonas JB*, Karthikeyan G*, Kassebaum N*, Kawakami N*, Keren A*, Khoo J-P*, King CH*, Knowlton LM*, Kobusingye O*, Koranteng A*, Krishnamurthi R*, Laden F*, Lalloo R*, Laslett LL*, Lathlean T*, Lin JL*, Lipnick M*, Lipshultz SE*, Liu W*, Loane M*, Ohno SL*, Lyons R*, Mabweijano J*, MacIntyre MF*, Mekzadeh R*, Mallinger L*, Manivannan S*, Marcenes W*, March L*, Margolis DJ*, Marks GB*, Marks R*, Matsumori A*, Matzopoulos R*, Mayosi BM*, McAnulty JH*, McDermott MM*, McGill N*, McGrath J*, Medina-Mora ME*, Meltzer M*, Mensah GA*, Merriman TR*, Meyer A-C*, Miglioli V*, Miller*, Ted R Miller M*, Mitchell PB*, Mock C*, Mocumbi AO*, Moffitt TE*, Mokdad AA*, Monasta L*, Montico M*, Moradi-Lakeh M*, Moran A*, Morawska L*, Mori R*, Murdoch ME*, Mwaniki MK*, Naidoo K*, Nair MN*, Naldi L*, Narayan KMV*, Nelson PK*, Nelson RG*, Nevitt MC*, Newton CR*, Nolte S*, Norman P*, Norman R*, O’Donnell M*, O’Hanlon S*, Olives C*, Omer SB*, Ortblad K*, Osborne R*, Ozgediz D*, Page A*, Pahari B*, Pandian JD*, Panozo Rivero A*, Patten SB*, Pearce N*, Perez Padilla R*, Perez-Ruiz F*, Perico N*, Pesudovs K*, Phillips D*, Phillips MR*, Pierce K*, Pion S*, Polanczyk GV*, Polinder S*, Pope CA III*, Popova S*, Porrini E*, Pourmalek F*, Prince M*, Pullan RL*, Ramaiah KD*, Ranganathan D*, Razavi H*, Regan M*, Rehm JT*, Rein DB*, Remuzzi G*, Richardson K*, Rivara FP*, Roberts T*, Robinson C*, Rodriguez De Leòn F*, Ronfani L*, Room R*, Rosenfeld LC*, Rushton L*, Sacco RL*, Saha S*, Sampson U*, Sanchez-Riera L*, Sanman E*, Schwebel DC*, Scott JG*, Segui-Gomez M*, Shahraz S*, Shepard DS*, Shin H*, Shivakoti R*, Singh D*, Singh GM*, Singh JA*, Singleton J*, Sleet DA*, Sliwa K*, Smith E*, Smith JL*, Stapelberg NJC*, Steer A*, Steiner T*, Stolk WA*, Stovner LJ*, Sudfeld C*, Syed S*, Tamburlini G*, Tavakkoli M*, Taylor HR*, Taylor JA*, Taylor WJ*, Thomas B*, Thomson WM*, Thurston GD*, Tleyjeh IM*, Tonelli M*, Towbin JA*, Truelsen T*, Tsilimbaris MK*, Ubeda C*, Undurraga EA*, van der Werf MJ*, van Os J*, Vavilala MS*, Venketasubramanian N*, Wang M*, Wang W*, Watt K*, Weatherall DJ*, Weinstock MA*, Weintraub R*, Weisskopf* MG, Weissman MM*, White RA*, Whiteford H*, Wiebe N*, Wiersma ST*, Wilkinson JD*, Williams HC*, Williams SRM*, Witt E*, Wolfe F*, Woolf*AD, Wulf S*, Yeh P-H*, Zaidi AKM*, Zheng Z-J*, Zonies D*, Alan D Lopez† . Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. The Lancet. 2012 Dec 13; 380: 2197–2223.
* Authors listed alphabetically
† Joint senior authors
‡ Corresponding author
Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V*, Abraham J*, Adair T*, Aggarwal R*, Ahn SY*, Alvarado M*, Anderson HR*, Anderson LM*, Andrews KG*, Atkinson C*, Baddour LM*, Barker‐Collo* S, Bartelsn DH*, Bell M*, Benjamin EJ*, Bennett D*, Bhalla K*, Bikbov B*, Abdulhak AB*, Birbeck G*, Blyth F*, Bolliger I*, Boufous S*, Bucello C*, Burch M*, Burney P*, Carapetis J*, Chen H*, Chou D*, Chugh SS*, Coffeng LE*, Colan SD*, Colquhoun S*, Colson KE*, Condon J*, Connor MD*, Cooper LT*, Corriere M*, Cortinovis M*, Courville de Vaccaro *, Couser W*, Cowie BC*, Criqui MH*, Cross M*, Dabhadkar KC*, Dahodwala N*, De Leo D*, Degenhardt L*, Delossantos A*, Denenberg J*, Des Jarlais DC*, Dharmaratne SD*, Dorsey EJ*, Driscoll T*, Duber H*, Ebel B*, Erwin PJ*, Espindola P*, Ezzati M*, Feigin V*, Flaxman A*, Forouzanfar MH*, Fowkes FGR*, Franklin R*, Fransen M*, Freeman MK*, Gabriel SE*, Gakidou E*, Gaspari F*, Gillum RJ*, Gonzalez‐Medina D*, Halasa YA*, Haring D*, Harrison JE*, Havmoeller R*, Hay RJ*, Hoen B*, Hotez PJ*, Hoy D*, Jacobsen KH*, James SL*, Jasrasaria R*, Jayaraman S*, Johns N*, Karthikeyan G*, Kassebaum N*, Keren A*, Khoo J-P*, Knowlton LM*, Kobusingye O*, Koranteng A*, Krishnamurthi R*, Lipnick M*, Lipshultz SE*, Ohno SL*, Mabweijano J*, MacIntyre MF*, Mallinger L*, March L*, Marks GM*, Marks R*, Matsumori A*, Matzopoulos R*, Mayosi BM*, McAnulty JH*, McDermott MM*, McGrath J*, Mensah GA*, Merriman TR*, Michaud C*, Miller M*, Miller TR*, Mock C*, Mocumbi AO*, Mokdad AA*, Moran A*, Mulholland K*, Nair MN*, Naldi L*, Narayan KMV*, Nasseri K*, Norman P*, O’Donnell M*, Omer SB*, Ortblad K*, Osborne R*, Ozgediz D*, Pahari B*, Pandian JD*, Panozo Rivero A*, Perez Padilla R*, Perez‐Ruiz F*, Perico N*, Phillips D*, Pierce K*, Pope CA III*, Porrini E*, Pourmalek F*, Raju M*, Ranganathan D*, Rehm JT*, Rein DB*, Remuzzi G*, Rivara FP*, Roberts T*, Rodriguez De León F*, Rosenfeld LC*, Rushton L*, Sacco RL*, Salomon JA*, Sampson U*, Sanman E*, Schwebel DC*, Segui‐Gomez M*, Shepard DS*, Singh D*, Singleton J*, Sliwa K*, Smith D*, Steer A*, Taylor JA*, Thomas B*, Tleyjeh IM*, Towbin JA*, Truelsen T*, Undurraga EA*, Venketasubramanian N*, Vijayakumar L*, Vos T*, Wagner GR*, Wang M*, Wang W*, Watt K*, Weinstock MA*, Weintraub R*, Wilkinson JA*, Woolf AD*, Wulf S*, Yeh P-H*, Yip P*, Zabetian A*, Zheng J-J*, Lopez AD†, Murray CJL.†‡ Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. The Lancet. 2012 Dec 13; 380: 2095–2128.
* Authors listed alphabetically
† Joint senior authors
‡ Corresponding author
Lim SS‡, Vos T, Flaxman AD, Danaei G, Shibuya K, Adair-Rohani H*, Amann M*, Anderson HR*, Andrews KG*, Aryee M*, Atkinson C*, Bacchus LJ*, Bahalim AN*, Balakrishnan K*, Balmes J*, Barker-Collo S*, Baxter A*, Bell ML*, Blore JD*, Blyth F*, Bonner C*, Borges G*, Bourne R*, Boussinesq M*, Brauer M*, Brooks P*, Bruce NG*, Brunekreef B*, Bryan-Hancock C*, Bucello C*, Buchbinder R*, Bull F*, Burnett RT*, Byers TE*, Calabria B*, Carapetis J*, Carnahan E*, Chafe Z*, Charlson F*, Chen H*, Chen JS*, Cheng ATA*, Child JC*, Cohen A*, Colson KE*, Cowie BC*, Darby S*, Darling S*, Davis A*, Degenhardt L*, Dentener* F, Des Jarlais DC*, Devries K*, Dherani M*, Ding EL*, Dorsey ER*, Driscoll T*, Edmond K*, Eltahir Ali S*, Engell RE*, Erwin PJ*, Fahimi S*, Falder G*, Farzadfar F*, Ferrari A*, Finucane MM*, Flaxman S*, Fowkes FGR*, Freedman G*, Freeman MK*, Gakidou E*, Ghosh S*, Giovannucci E*, Gmel G*, Graham K*, Grainger R*, Grant B*, Gunnell D*, Gutierrez HR*, Hall W*, Hoek HW*, Hogan A*, Hosgood III, HD*, Hoy D*, Hu H*, Hubbell BJ*, Hutchings SJ*, Ibeanusi SE*, Jacklyn GL*, Jasrasaria R*, Jonas JB*, Kan H*, Kanis JA*, Kassebaum N*, Kawakami N*, Khang YH*, Khatibzadeh S*, Khoo JP*, Kok C*, Laden F*, Lalloo R*, Lan Q*, Lathlean T*, Leasher JL*, Leigh J*, Li Y*, Lin JK*, Lipshultz SE*, London S*, Lozano R*, Lu Y*, Mak J*, Malekzadeh R*, Mallinger L*, Marcenes W*, March L*, Marks R*, Martin R*, McGale P*, McGrath J*, Mehta S*, Mensah GA*, Merriman TR*, Micha R*, Michaud C*, Mishra V*, Mohd Hanafiah K*, Mokdad AA*, Morawska L*, Mozaffarian D*, Murphy T*, Naghavi M*, Neal B*, Nelson PK*, Nolla JM*, Norman R*, Olives C*, Omer SB*, Orchard J*, Osborne R*, Ostro B*, Page A*, Pandey KD*, Parry CDH*, Passmore E*, Patra J*, Pearce N*, Pelizzari PM*, Petzold M*, Phillips MR*, Pope D*, Pope III, CA*, Powles J*, Rao M*, Razavi H*, Rehfuess EA*, Rehm JT*, Ritz B*, Rivara FP*, Roberts T*, Robinson C*, Rodriguez-Portales JA*, Romieu I*, Room R*, Rosenfeld LC*, Roy A*, Rushton L*, Salomon JA*, Sampson U*, Sanchez-Riera L*, Sanman E*, Sapkota A*, Seedat S*, Shi P*, Shield K*, Shivakoti R*, Singh GM*, Sleet DA*, Smith E*, Smith KR*, Stapelberg NJC*, Steenland K*, Stöckl H*, Stovner LJ*, Straif K*, Straney L*, Thurston GD*, Tran JH*, Van Dingenen R*, van Donkelaar A*, Veerman JL*, Vijayakumar L*, Weintraub R*, Weissman MM*, White RA*, Whiteford H*, Wiersma ST*, Wilkinson JD*, Williams HC*, Williams W*, Wilson N*, Woolf AD*, Yip P*, Zielinski JM*, Lopez AD†, Murray CJL†, Ezzati M.† A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. The Lancet. 2012 Dec 13; 380: 2224–2260.
* Authors listed alphabetically
† Joint senior authors
‡ Corresponding author
Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S*, Aboyans V*, Abraham J*, Ackerman I*, Aggarwal R*, Ahn SY*, Ali MK*, Alvarado M*, Anderson HR*, Anderson LM*, Andrews KG*, Atkinson C*, Baddour LM*, Bahalim AN*, Barker-Collo S*, Barrero LH*, Bartels DH*, Basáñez MG*, Baxter A*, Bell ML*, Benjamin EJ*, Bennett D*, Bernabé E*, Bhalla K*, Bhandari B*, Bikbov B*, Bin Abdulhak A*, Birbeck G*, Black JA*, Blencowe H*, Blore JD*, Blyth F*, Bolliger I*, Bonaventure A*, Boufous S*, Bourne R*, Boussinesq M*, Braithwaite T*, Brayne C*, Bridgett L*, Brooker S*, Brooks P*, Brugha TS*, Bryan-Hancock C*, Bucello C*, Buchbinder R*, Buckle G*, Budke CM*, Burch M*, Burney P*, Burstein R*, Calabria B*, Campbell B*, Canter CE*, Carabin H*, Carapetis J*, Carmona L*, Cella C*, Charlson F*, Chen H*, Cheng ATA*, Chou D*, Chugh SS*, Coffeng LE*, Colan SD*, Colquhoun S*, Colson KE*, Condon J*, Connor MD*, Cooper LT*, Corriere M*, Cortinovis M*, Courville de Vaccaro K*, Couser W*, Cowie BC*, Criqui MH*, Cross M*, Dabhadkar KC*, Dahiya M*, Dahodwala N*, Damsere-Derry J*, Danaei G*, Davis A*, De Leo D*, Degenhardt L*, Dellavalle R*, Delossantos A*, Denenberg J*, Derrett S*, Des Jarlais DC*, Dharmaratne SD*, Dherani M*, Diaz-Torne C*, Dolk H*, Dorsey ER*, Driscoll T*, Duber H*, Ebel B*, Edmond K*, Elbaz A*, Eltahir Ali S*, Erskine H*, Erwin PJ*, Espindola P*, Ewoigbokhan SE*, Farzadfar F*, Feigin V*, Felson DT*, Ferrari A*, Ferri CP*, Fèvre EM*, Finucane MM*, Flaxman S*, Flood L*, Foreman K*, Forouzanfar MH*, Fowkes FGR*, Franklin R*, Fransen M*, Freeman MK*, Gabbe BJ*, Gabriel SE*, Gakidou E*, Ganatra HA*, Garcia B*, Gaspari F*, Gillum RF*, Gmel G*, Gosselin R*, Grainger R*, Groeger J*, Guillemin F*, Gunnell D*, Gupta R*, Haagsma J*, Hagan H*, Halasa YA*, Hall W*, Haring D*, Haro JM*, Harrison JE*, Havmoeller R*, Hay RJ*, Higashi H*, Hill C*, Hoen B*, Hoffman H*, Hotez PJ*, Hoy D*, Huang JJ*, Ibeanusi SE*, Jacobsen KH*, James SL*, Jarvis D*, Jasrasaria R*, Jayaraman S*, Johns N*, Jonas JB*, Karthikeyan G*, Kassebaum N*, Kawakami N*, Keren A*, Khoo J-P*, King CH*, Knowlton LM*, Kobusingye O*, Koranteng A*, Krishnamurthi R*, Lalloo R*, Laslett LL*, Lathlean T*, Leasher JL*, Lee YY*, Leigh J*, Lim SS*, Limb E*, Lin JK*, Lipnick M*, Lipshultz SE*, Liu W*, Loane M*, Lockett Ohno S*, Lyons R*, Ma J*, Mabweijano J*, MacIntyre MF*, Malekzadeh R*, Mallinger L*, Manivannan S*, Marcenes W*, March L*, Margolis DJ*, Marks GB*, Marks R*, Matsumori A*, Matzopoulos R*, Mayosi BM*, McAnulty JH*, McDermott MM*, McGill N*, McGrath J*, Medina-Mora ME*, Meltzer M*, Mensah GA*, Merriman TR*, Meyer AC*, Miglioli V*, Miller M*, Miller TR*, Mitchell PB*, Mocumbi AO*, Moffitt TE*, Mokdad AA*, Monasta L*, Montico M*, Moradi-Lakeh M*, Moran A*, Morawska L*, Mori R*, Murdoch ME*, Mwaniki MK*, Naidoo K*, Nair MN*, Naldi L*, Narayan KMV*, Nelson PK*, Nelson RG*, Nevitt MC*, Newton CR*, Nolte S*, Norman P*, Norman R*, O’Donnell M*, O’Hanlon S*, Olives C*, Omer SB*, Ortblad K*, Osborne R*, Ozgediz D*, Page A*, Pahari B*, Pandian JD*, Rivero AP*, Patten SB*, Pearce N*, Perez Padilla R*, Perez-Ruiz F*, Perico N*, Pesudovs K*, Phillips D*, Phillips MR*, Pierce K*, Pion S*, Polanczyk GV*, Polinder S*, Pope III CA*, Popova S*, Porrini E*, Pourmalek F*, Prince M*, Pullan RL*, Ramaiah KD*, Ranganathan D*, Razavi H*, Regan M*, Rehm JT*, Rein DB*, Remuzzi G*, Richardson K*, Rivara FP*, Roberts T*, Robinson C*, Rodriguez De Leòn F*, Ronfani L*, Room R*, Rosenfeld LC*, Rushton L*, Sacco RL*, Saha S*, Sampson U*, Sanchez-Riera L*, Sanman E*, Schwebel DC*, Scott JG*, Segui-Gomez M*, Shahraz S*, Shepard DS*, Shin H*, Shivakoti R*, Singh D*, Singh GM*, Singh JA*, Singleton J*, Sleet DA*, Sliwa K*, Smith E*, Smith JL*, Stapelberg NJC*, Steer A*, Steiner T*, Stolk WA*, Stovner LJ*, Sudfeld C*, Syed S*, Tamburlini G*, Tavakkoli M*, Taylor HR*, Taylor JA*, Taylor WJ*, Thomas B*, Thomson WM*, Thurston GD*, Tleyjeh IM*, Tonelli M*, Towbin JA*, Truelsen T*, Tsilimbaris MK*, Ubeda C*, Undurraga EA*, van der Werf MJ*, van Os J*, Vavilala MS*, Venketasubramanian N*, Wang M*, Wang W*, Watt K*, Weatherall DJ*, Weinstock MA*, Weintraub R*, Weisskopf MG*, Weissman MM*, White RA*, Whiteford H*, Wiersma ST*, Wilkinson JD*, Williams HC*, Williams SRM*, Witt E*, Wolfe F*, Woolf AD*, Wulf S*, Yeh PH*, Zaidi AKM*, Zheng ZJ*, Zonies D*, Lopez AD†, Murray CJL†‡. Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. The Lancet. 2012 Dec 13; 380: 2163–2196.
* Authors listed alphabetically
† Joint senior authors
‡ Corresponding author
Murray CJL, Lopez AD, Black R, Ahuja R, Ali SM, Baqui A, Dandona L, Dantzer E, Das V, Dhingra U, Dutta A, Fawzi W, Flaxman AD, Gomez S, Hernandez B, Joshi R, Kalter H, Kumar A, Kumar V, Lozano R, Lucero M, Mehta S, Neal B, Ohno SL, Prasad R, Praveen D, Premji Z, Ramirez-Villalobos D, Remolador H, Riley I, Romero M, Said M, Sanvictores D, Sazawal S, Tallo V. Population Health Metrics Research Consortium gold standard verbal autopsy validation study: design, implementation, and development of analysis datasets. Population Health Metrics. 2011; 9:27.
James SL, Flaxman AD, Murray CJL, the Population Health Metrics Research Consortium (PHMRC). Performance of the Tariff Method: validation of a simple additive algorithm for analysis of verbal autopsies. Population Health Metrics. 2011; 9:31.
Murray CJL, Lozano R, Flaxman AD, Vahdatpour A, Lopez AD. Robust metrics for assessing the performance of different verbal autopsy cause assignment methods in validation studies. Population Health Metrics. 2011; 9:28.
Flaxman AD, Vahdatpour A, Green S, James SL, Murray CJL, the Population Health Metrics Research Consortium (PHMRC). Random Forests for verbal autopsy analysis: multisite validation study using clinical diagnostic gold standards. Population Health Metrics. 2011; 9:29.
Lozano R, Freeman MK, James SL, Campbell B, Lopez AD, Flaxman AD, Murray CJL, the Population Health Metrics Research Consortium (PHMRC). Performance of InterVA for assigning causes of death to verbal autopsies: multisite validation study using clinical diagnostic gold standards. Population Health Metrics. 2011; 9:50.
Flaxman AD, Vahdatpour A, James SL, Birnbaum JK, Murray CJL, and the Population Health Metrics Research Consortium (PHMRC). Direct estimation of cause-specific mortality fractions from verbal autopsies: multisite validation study using clinical diagnostic gold standards. Population Health Metrics. 2011; 9:35.
Lozano R, Lopez AD, Atkinson C, Naghavi M, Flaxman AD, Murray CJL, the Population Health Metrics Research Consortium (PHMRC). Performance of physician-certified verbal autopsies: multisite validation study using clinical diagnostic gold standards. Population Health Metrics. 2011; 9:32.
Flaxman AD, Fullman N, Otten MW Jr., Menon M, Cibulskis RE, Ng M, Murray CJL, Lim SS. Rapid scaling-up of insecticide-treated bed net coverage in Africa and its relationship with development assistance for health: A systematic synthesis of supply, distribution, and household survey data. PLoS Medicine. 2010 August 17; 7(8): e1000328.
Rajaratnam JK, Marcus JR, Flaxman AD, Wang H, Levin-Rector A, Dwyer L, Costa M, Lopez AD, Murray CJL. Neonatal, postneonatal, childhood, and under-5 mortality for 187 countries, 1970–2010: a systematic analysis of progress towards Millennium Development Goal 4. The Lancet. 2010 May 24; 375:1988–2008.
Andersen R, Borgs C, Chayes J, Feige U, Flaxman AD, Kalai A, Mirrokni V, Tennenholtz M. Trust-based recommendation systems: an axiomatic approach. Proceedings of the 17th International Conference on World Wide Web. 2008;199-208.
Flaxman AD. A spectral technique for random satisfiable 3CNF formulas. Random Structures and Algorithms. 2008; 32(4):519-534.
Flaxman AD, Frieze AM, Vera J. A geometric preferential attachment model of networks II. Internet Mathematics. 2007; 4(1):87-111.
Yu H, Kaminsky M, Gibbons PB, Flaxman AD. Defending against Sybil attacks via social networks. IEEE/ACM Transactions on Networking. 2008; 16(3):576-589.