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Record W3092861045 · doi:10.1016/s0140-6736(20)30752-2

Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019

2020· article· en· W3092861045 on OpenAlexfundno aff
Christopher J L Murray, Aleksandr Y. Aravkin, Peng Zheng, Cristiana Abbafati, Kaja Abbas, Mohsen Abbasi‐Kangevari, Foad Abd-Allah, Ahmed Abdelalim, Mohammad Abdollahı, Ibrahim Abdollahpour, Kedir Hussein Abegaz, Hassan Abolhassani, Victor Aboyans, Lucas Guimarães Abreu, Michael R.M. Abrigo, Ahmed Abualhasan, Laith J. Abu‐Raddad, Abdelrahman Ibrahim Abushouk, Maryam Adabi, Victor Adekanmbi, Abiodun M. Adeoye, Olatunji Adetokunboh, Davoud Adham, Shailesh M Advani, Gina Agarwal, Seyed Mohammad Kazem Aghamir, Anurag Agrawal, Tauseef Ahmad, Keivan Ahmadi, Mehdi Ahmadi, Hamid Ahmadieh, Muktar Beshir Ahmed, Temesgen Yihunie Akalu, Rufus Akinyemi, Tomi Akinyemiju, Blessing Akombi-Inyang, Chisom Joyqueenet Akunna, Fares Alahdab, Ziyad Al‐Aly, Khurshid Alam, Shazia Alam, Fahad Alanezi, Turki M Alanzi, Khalid F. AlHabib, Muhammad Ali, Saqib Ali, Gianfranco Alicandro, Cyrus Alinia, Vahid Alipour, Hesam Alizade, Syed Mohamed Aljunid, François Alla, Peter Allebeck, Amir Almasi‐Hashiani, Hesham M. Al‐Mekhlafi, Jordi Alonso, Khalid A Altirkawi, Mostafa Amini‐Rarani, Fatemeh Amiri, Dickson A Amugsi, Robert Ancuceanu, Deanna Anderlini, Jason A Anderson, Cătălina Liliana Andrei, Tudorel Andrei, Colin Angus, Mina Anjomshoa, Fereshteh Ansari, Alireza Ansari‐Moghaddam, Ippazio Cosimo Antonazzo, Carl Abelardo T Antonio, Catherine M Antony, Ernoiz Antriyandarti, Davood Anvari, Razique Anwer, Seth Christopher Yaw Appiah, Jalal Arabloo, Morteza Arab‐Zozani, Filippo Ariani, Bahram Armoon, Johan Ärnlöv, Afsaneh Arzani, Mehran Asadi-Aliabadi, Ali A. Asadi‐Pooya, Charlie Ashbaugh, Michael Assmus, Zahra Atafar, Desta Debalkie Atnafu, Maha Atout, Floriane Ausloos, Marcel Ausloos, Beatriz Paulina Ayala Quintanilla, Getinet Ayano, Martin Amogre Ayanore, Samad Azari, Ghasem Azarian, Zelalem Nigussie Azene, Alaa Badawi, Ashish Badiye, Mohammad Amin Bahrami, Mohammad Hossein Bakhshaei, Ahad Bakhtiari, Shankar M Bakkannavar, Alberto Baldasseroni, Kylie Ball, Shoshana H. Ballew, Daniela Balzi, Maciej Banach, Srikanta Banerjee, Agegnehu Bante, Adhanom Gebreegziabher Baraki, Suzanne Barker‐Collo, Till Bärnighausen, Lope H. Barrero, Celine M Barthelemy, Lingkan Barua, Sanjay Basu, Bernhard T. Baune, Mohsen Bayati, Jacob S. Becker, Neeraj Bedi, Ettore Beghi, Yannick Béjot, Michellr L Bell, Fiona B Bennitt, Isabela M. Benseñor, Kidanemaryam Berhe, Adam E. Berman, Akshaya Srikanth Bhagavathula, Bhageerathy Reshmi, Neeraj Bhala, Dinesh Bhandari, Krittika Bhattacharyya, Zulfiqar A Bhutta, Ali Bijani, Boris Bikbov, Muhammad Shahdaat Bin Sayeed, Antonio Biondi, Binyam Minuye Birhane, Catherine Bisignano, Raaj Kishore Biswas, Helen Bitew, Somayeh Bohlouli, Mehdi Bohluli, Alexandra S Boon-Dooley, Guilherme Borges, Antonio Maria Borzì, Shiva Borzouei, Cristina Bosetti, Soufiane Boufous, Dejana Braithwaite, Nicholas J. K. Breitborde, Susanne Breitner, Hermann Brenner, Paul Svitil Briant, Andrey Briko, Н. И. Брико, Gabrielle B. Britton, Dana Bryazka, Blair R Bumgarner, Katrin Burkart, Richard T. Burnett, Sharath Burugina Nagaraja, Zahid A Butt, Florentino Luciano Caetano dos Santos, Leah E. Cahill, Luis LA Alberto Cámera, Ismael Campos‐Nonato, Rosario Cárdenas, Giulia Carreras, Juan Jesús Carrero, Félix Carvalho, João Maurício Castaldelli-Maia, Carlos A Castañeda-Orjuela, Giulio Castelpietra, Franz Castro, Kate Causey, Christopher R. Cederroth, Kelly Cercy, Ester Cerin, Joht Singh Chandan, Kai‐Lan Chang, Fiona Charlson, Vijay Kumar Chattu, Sarika Chaturvedi, Nicolas Cherbuin, Odgerel Chimed‐Ochir, Daniel Cho, Jee-Young Jasmine Choi, Hanne Christensen, Dinh‐Toi Chu, Michael T. Chung, Sheng‐Chia Chung, Flavia Cicuttini, Liliana G Ciobanu, Massimo Círillo, Thomas Claßen, Aaron J. Cohen, Kelly Compton, Owen R. Cooper, Vera Marisa Costa, Ewerton Cousin, Richard G. Cowden, Di H. Cross, Jessica A Cruz, Saad M A Dahlawi, Albertino Damasceno, Giovanni Damiani, Lalit Dandona, Rakhi Dandona, William James Dangel, Anna‐Karin Danielsson, Paul I. Dargan, Aso Mohammad Darwesh, Ahmad Daryani, Jai K Das, Rajat Das Gupta, José das Neves, Claudio Alberto Dávila-Cervantes, Dragoş Virgil Daviţoiu, Diego De Leo, Louisa Degenhardt, Marissa N. DeLang, Robert P Dellavalle, Feleke Mekonnen Demeke, Gebre Teklemariam Demoz, Desalegn Getnet Demsie, Edgar Denova‐Gutiérrez, Nikolaos Dervenis, Govinda Prasad Dhungana, Mostafa Dianatinasab, Diana Dias da Silva, Daniel Díaz, Shirin Djalalinia, Hoa Do, Клара Докова, Fariba Dorostkar, Leila Doshmangir, Tim Driscoll, Bruce Bartholow Duncan, André Rodrigues Durães, Arielle Wilder Eagan, David Edvardsson, Nevine El Nahas, Iman El Sayed, Maha El Tantawi, Iffat Elbarazi, Islam Y. Elgendy, Shaimaa I El-Jaafary, Iqbal Elyazar, Sophia Emmons‐Bell, Holly E Erskine, Sharareh Eskandarieh, Saman Esmaeilnejad, Alireza Esteghamati, Kara Estep, Arash Etemadi, Atkilt Esaiyas Etisso, Jessica Fanzo, Mohammad Farahmand, Mohammad Fareed, Roghiyeh Faridnia, Andrea Farioli, André Faro, Mithila Faruque, Farshad Farzadfar, Nazir Fattahi, Mehdi Fazlzadeh, Valery L. Feigin, Rachel Feldman, Seyed‐Mohammad Fereshtehnejad, Eduarda Fernandes, Giannina Ferrara, Alize J Ferrari, Manuela L. Ferreira, Irina Filip, Florian Fischer, James L. Fisher, Luísa Sório Flor, Nataliya A Foigt, Morẹ́nikẹ́ Oluwátóyìn Foláyan, Artem Alekseevich Fomenkov, Lisa M Force, Masoud Foroutan, Richard C. Franklin, Marisa Freitas, Weijia Fu, Takeshi Fukumoto, João M. Furtado, Mohamed M. Gad, Emmanuela Gakidou, Silvano Gallus, Alberto L. García‐Basteiro, William M. Gardner, Biniyam Sahiledengle Geberemariyam, Assefa Ayalew Gebreslassie, Abraham Geremew, Anna Gershberg Hayoon, Peter W. Gething, Maryam Ghadimi, Keyghobad Ghadiri, Fatemeh Ghaffarifar, Mansour Ghafourifard, Farhad Ghamari, Ahmad Ghashghaee, Hesam Ghiasvand, Nermin Ghith, Asadollah Gholamian, Rakesh Ghosh, Paramjit Gill, Themba G. Ginindza, Giorgia Giussani, E. V. Gnedovskaya, Salime Goharinezhad, Sameer Vali Gopalani, Giuseppe Gorini, Houman Goudarzi, Alessandra C. Goulart, Felix Greaves, Michal Grivna, Giuseppe Grosso, Mohammed Ibrahim Mohialdeen Gubari, H. C. Gugnani, Rafael Alves Guimarães, Rashid Abdi Guled, Gaorui Guo, Yuming Guo, Tarun Gupta, Beatrix Haddock, Nima Hafezi‐Nejad, Abdul Hafiz, Arvin Haj‐Mirzaian, Arya Haj‐Mirzaian, Brian J. Hall, Iman Halvaei, Randah R Hamadeh, Samer Hamidi, Melanie S. Hammer, Graeme J. Hankey, Hamidreza Haririan, Josep María Haro, Ahmed I Hasaballah, Md. Mehedi Hasan, Edris Hasanpoor, Abdiwahab Hashi, Soheil Hassanipour, Hadi Hassankhani, Rasmus Havmoeller, Simon I Hay, Khezar Hayat, Golnaz Heidari, Reza Heidari‐Soureshjani, Hannah Henrikson, Molly E Herbert, Claudiu Herţeliu, Fatemeh Heydarpour, Thomas R. Hird, Hans W. Hoek, Ramesh Holla, Praveen Hoogar, Hung Chak Ho, Naznin Hossain, Mostafa Hosseini, Mehdi Hosseinzadeh, Mihaela Hostiuc, Sorin Hostiuc, Mowafa Househ, Mohamed Hsaïri, Vivian Chia‐Rong Hsieh, Guoqing Hu, Tanvir Huda, Ayesha Humayun, Chantal Huynh, Bing‐Fang Hwang, Vincent C Iannucci, Segun Emmanuel Ibitoye, Nayu Ikeda, Kevin S Ikuta, Olayinka Stephen Ilesanmi, Irena Ilić, Milena Ilić, Leeberk Raja Inbaraj, Helen Ippolito, Usman Iqbal, Seyed Sina Naghibi Irvani, Caleb Mackay Salpeter Irvine, M Mofizul Islam, Sheikh Mohammed Shariful Islam, Hiroyasu Iso, Rebecca Ivers, Chidozie C D Iwu, Chinwe Juliana Iwu, Ihoghosa Iyamu, Jalil Jaafari, Kathryn H. Jacobsen, Hussain Jafari, Morteza Jafarinia, Mohammad Ali Jahani, Mihajlo Jakovljević, Farzad Jalilian, Spencer L James, Hosna Janjani, Tahereh Javaheri, Javad Javidnia, Panniyammakal Jeemon, Ensiyeh Jenabi, Ravi Prakash Jha, Vivekanand Jha, John S. Ji, Lars Johansson, Oommen John, Yetunde O. John-Akinola, Catherine O. Johnson, Jost B. Jonas, Farahnaz Joukar, Jacek Jerzy Jozwiak, Mikk Jürisson, Ali Kabir, Zubair Kabir, Hamed Kalani, Leila R Kalankesh, Rohollah Kalhor, Tanuj Kanchan, Neeti Kapoor, Behzad Karami Matin, André Karch, Mohd Anisul Karim, Getachew Mullu Kassa, Srinivasa Vittal Katikireddi, Gbenga A Kayode, Ali Kazemi Karyani, Peter Njenga Keiyoro, Cathleen Keller, Laura Kemmer, Parkes Kendrick, Nauman Khalid, Mohammad Khammarnia, Ejaz Ahmad Khan, Maseer Khan, Khaled Khatab, Mona M Khater, Mahalaqua Nazli Khatib, Maryam Khayamzadeh, Salman Khazaei, Christian Kieling, Yun Jin Kim, Ruth W Kimokoti, Adnan Kısa, Sezer Kısa, Mika Kivimäki, Luke D. Knibbs, Ann Kristin Knudsen, Jonathan Kocarnik, Sonali Kochhar, Jacek A Kopec, Vladimir Andreevich Korshunov, Parvaiz A Koul, Ai Koyanagi, Moritz U. G. Kraemer, Kewal Krishan, Kris J Krohn, Hans Kromhout, Barthélémy Kuate Defo, G Anil Kumar, Vivek Kumar, Om Kurmi, Dian Kusuma, Carlo La Vecchia, Ben Lacey, Ratilal Lalloo, Tea Lallukka, Faris Lami, Iván Landires, Justin Lang, Sinéad Langan, Anders Larsson, Savita Lasrado, Paolo Lauriola, Jeffrey V. Lazarus, Paul H. Lee, Shaun Wen Huey Lee, Kate E LeGrand, James Leigh, Matilde Leonardi, Haley Lescinsky, Janni Leung, Miriam Levi, Shanshan Li, Lee‐Ling Lim, Shai Linn, Shiwei Liu, Simin Liu, Yang Liu, Justin Lo, Alan D Lopez, Platon D Lopukhov, Stefan Lorkowski, Paulo A. Lotufo, Alton Lu, Alessandra Lugo, Emilie R Maddison, Phetole Walter Mahasha, M Mahdavi, Morteza Mahmoudi, Azeem Majeed, Afshin Maleki, Shokofeh Maleki, Reza Malekzadeh, Déborah Carvalho Malta, Abdullah Al Mamun, Ana Laura Manda, Helena Manguerra, Fariborz Mansour-Ghanaei, Borhan Mansouri, Mohammad Alì Mansournia, Ana Maria Mantilla Herrera, Joemer C Maravilla, Ashley Marks, Randall V. Martin, Santi Martini, Francisco Rogerlândio Martins‐Melo, Anthony Masaka, Seyedeh Zahra Masoumi, Manu Raj Mathur, Kunihiro Matsushita, Pallab K Maulik, Colm McAlinden, John J. McGrath, Martin McKee, Man Mohan Mehndiratta, Fereshteh Mehri, Kala M. Mehta, Ziad A. Memish, Walter Mendoza, Ritesh G. Menezes, Endalkachew Worku Mengesha, Alibek Mereke, Seid Tiku Mereta, Atte Meretoja, Tuomo J Meretoja, Tomislav Meštrović, Bartosz Miazgowski, Tomasz Miazgowski, Irmina Maria Michałek, Ted R. Miller, Edward J Mills, GK Mini, Mohammad Reza Miri, Andreea Mirică, Erkin М Мirrakhimov, Hamed Mirzaei, Maryam Mirzaei, Roya Mirzaei, Mehdi Mirzaei-Alavijeh, Awoke Temesgen Misganaw, Prasanna Mithra, Babak Moazen, Dara K. Mohammad, Yousef Mohammad, Naser Mohammad Gholi Mezerji, Abdollah Mohammadian-Hafshejani, Noushin Mohammadifard, Reza Mohammadpourhodki, Ammas Siraj Mohammed, Hussen Mohammed, Jemal Mohammed, Shafiu Mohammed, Ali H. Mokdad, Mariam Molokhia, Lorenzo Monasta, Meghan Mooney, Ghobad Moradi, Masoud Moradi, Maziar Moradi‐Lakeh, Rahmatollah Moradzadeh, Paula Moraga, Lídia Morawska, Joana Morgado-da-Costa, Shane D. Morrison, Abbas Mosapour, Jonathan F Mosser, Simin Mouodi, Seyyed Meysam Mousavi, Amin Mousavi Khaneghah, Ulrich Müeller, Satinath Mukhopadhyay, Erin C Mullany, Kamarul Imran Musa, Muthupandian Saravanan, Ashraf Nabhan, Mehdi Naderi, Ahamarshan Jayaraman Nagarajan, Gabriele Nagel, Mohsen Naghavi, Behshad Naghshtabrizi, Mukhammad David Naimzada, Farid Najafi, Vinay Nangia, Jobert Richie Nansseu, Morteza Naserbakht, Vinod C Nayak, Ionuţ Negoi, Josephine W Ngunjiri, Cuong Tat Nguyen, Huong Lan Thi Nguyen, Minh Nguyen, Yeshambel T. Nigatu, Rajan Nikbakhsh, Molly R Nixon, Chukwudi A Nnaji, Shuhei Nomura, Bo Norrving, Jean Jacques Noubiap, Christoph Nowak, Virginia Núñez-Samudio, Adrian Oţoiu, Bogdan Oancea, Christopher M Odell, Felix Akpojene Ogbo, In‐Hwan Oh, Emmanuel Okunga, Morteza Oladnabi, Andrew T Olagunju, Bolajoko O. Olusanya, Jacob Olusegun Olusanya, Muktar Omer Omer, Sok King Ong, Obinna Onwujekwe, Heather Orpana, Alberto Ortíz, Osayomwanbo Osarenotor, Frank Osei, Samuel M Ostroff, Nikita Otstavnov, Stanislav S Otstavnov, Simon Øverland, Mayowa Owolabi, P A Mahesh, Jagadish Rao Padubidri, Raffaele Palladino, Songhomitra Panda‐Jonas, Anamika Pandey, Charles Parry, Maja Pasovic, Deepak Kumar Pasupula, Sangram Kishor Patel, Mona Pathak, Scott B. Patten, George Patton, Hamidreza Pazoki–Toroudi, Amy E. Peden, Alyssa Pennini, Veincent Christian Filipino Pepito, Emmanuel Peprah, David M. Pereira, Konrad Pesudovs, Hai Quang Pham, Michael Phillips, Cristiano Piccinelli, Tessa M Pilz, М. А. Пирадов, Meghdad Pirsaheb, Dietrich Plaß, Suzanne Polinder, Kevan R. Polkinghorne, Constance Dimity Pond, Maarten J. Postma, Hadi Pourjafar, Farshad Pourmalek, Anna Poznańska, Sergio I. Prada, V. Prakash, Dimas Ria Angga Pribadi, Elisabetta Pupillo, Mohammad Rabiee, Navid Rabiee, Amir Radfar, Ata Rafiee, Alberto Raggi, Muhammad Aziz Rahman, Ali Rajabpour-Sanati, Fatemeh Rajati, Ivo Rakovac, Pradhum Ram, Kiana Ramezanzadeh, Chhabi Lal Ranabhat, Puja C Rao, Sowmya J Rao, Vahid Rashedi, Priya Rathi, David Laith Rawaf, Salman Rawaf, Lal Rawal, Reza Rawassizadeh, Ramu Rawat, Christian Razo, Sofia Boston Redford, Robert C. Reiner, Marissa B Reitsma, Giuseppe Remuzzi, Vishnu Renjith, André M. N. Renzaho, Serge Resnikoff, Negar Rezaei, Nima Rezaei, Aziz Rezapour, Phoebe-Anne Rhinehart, Seyed Mohammad Riahi, Daniel Cury Ribeiro, Daniela Ribeiro, Jennifer Rickard, Juan Á. Rivera, Nicholas L S Roberts, Sonia Rodríguez‐Ramírez, Leonardo Roever, Luca Ronfani, Robin Room, Gholamreza Roshandel, Gregory A. Roth, Dietrich Rothenbacher, Enrico Rubagotti, Godfrey Mutashambara Rwegerera, Siamak Sabour, Perminder S. Sachdev, Basema Saddik, Ehsan Sadeghi, Masoumeh Sadeghi, Reza Saeedi, Sahar Saeedi Moghaddam, Yahya Safari, Sare Safi, Saeid Safiri, Rajesh Sagar, Amirhossein Sahebkar, S. Mohammad Sajadi, Nasir Salam, Hosni Salem, Marwa Rashad Salem, Hamideh Salimzadeh, Omar Salman, Joshua A. Salomon, Zainab Samad, Hossein Samadi Kafil, Evanson Zondani Sambala, Abdallah M Samy, Juan Sanabria, Tania G Sánchez-Pimienta, Damian Santomauro, Itamar S Santos, João Vasco Santos, Milena M Santric-Milicevic, Sivan Yegnanarayana Iyer Saraswathy, Rodrigo Sarmiento-Suárez, Nizal Sarrafzadegan, Benn Sartorius, Arash Sarveazad, Brijesh Sathian, Thirunavukkarasu Sathish, Davide Sattin, Sonia Saxena, Lauren E. Schaeffer, Silvia Schiavolin, Markus P. Schlaich, María Inês Schmidt, Aletta E. Schutte, David C. Schwebel, Falk Schwendicke, Anbissa Muleta Senbeta, Subramanian Senthilkumaran, Sadaf G Sepanlou, Berrin Serdar, Marc L. Serre, Jamileh Shadid, Omid Shafaat, Saeed Shahabi, Amira Shaheen, Masood Ali Shaikh, Ali Shalash, Mehran Shams-Beyranvand, Morteza Shamsizadeh, Kiomars Sharafi, Aziz Sheikh, Abbas Sheikhtaheri, Kenji Shibuya, Kevin D. Shield, Mika Shigematsu, Jae Il Shin, Min‐Jeong Shin, Rahman Shiri, Reza Shirkoohi, Kerem Shuval, Soraya Siabani, Radosław Sierpiński, Inga Dóra Sigfúsdóttir, Rannveig Sigurvinsdóttir, João Pedro Silva, Kyle E Simpson, Ambrish Singh, Pushpendra Singh, Eirini Skiadaresi, Søren Thorgaard Skou, Valentin Yurievich Skryabin, Emma Smith, Amin Soheili, Shahin Soltani, Moslem Soofi, Reed J D Sorensen, Joan B. Soriano, Muluken Bekele Sorrie, Sergey Soshnikov, Ireneous N Soyiri, Cory N Spencer, Adel Spotin, Chandrashekhar T Sreeramareddy, Vinay Srinivasan, Jeffrey D Stanaway, Caroline Stein, Dan J. Stein, Caitlyn Steiner, Leo Stockfelt, Mark A. Stokes, Kurt Straif, Jacob L. Stubbs, Mu’awiyyah Babale Sufiyan, Hafiz Ansar Rasul Suleria, Rizwan Suliankatchi Abdulkader, Gerhard Sulo, Iyad Sultan, Łukasz Szumowski, Rafael Tabarés‐Seisdedos, Karen M. Tabb, Takahiro Tabuchi, Amir Taherkhani, Masih Tajdini, Ken Takahashi, Jukka Takala, Animut Tagele Tamiru, Nuno Taveira, Arash Tehrani‐Banihashemi, Mohamad‐Hani Temsah, Getayeneh Antehunegn Tesema, Zemenu Tadesse Tessema, George D. Thurston, М. В. Титова, Hamid Reza Tohidinik, Marcello Tonelli, Roman Topór-Mądry, Fotis Topouzis, Anna E Torre, Mathilde Touvier, Marcos Roberto Roberto Tovani-Palone, Bach Xuan Tran, Ravensara S. Travillian, Aristidis Tsatsakis, Lorainne Tudor Car, Stefanos Tyrovolas, Riaz Uddin, Chukwuma David Umeokonkwo, Bhaskaran Unnikrishnan, Era Upadhyay, Marco Vacante, Pascual Valdéz, Aaron van Donkelaar, Tommi Vasankari, Yasser Vasseghian, Yousef Veisani, Narayanaswamy Venketasubramanian, Francesco Saverio Violante, Vasily Vlassov, Theo Vos, Rade Vuković, Yasir Waheed, Mitchell T. Wallin, Yafeng Wang, Yuan‐Pang Wang, Stefanie Watson, Jingkai Wei, Melissa Y. Wei, Robert G Weintraub, Jordan Weiss, Andrea Werdecker, J. Jason West, Ronny Westerman, Joanna L Whisnant, Harvey Whiteford, Kirsten E. Wiens, Charles Wolfe, Sarah S Wozniak, Aimin Wu, Junjie Wu, Sarah Wulf Hanson, Gelin Xu, Rixing Xu, Simon Yadgir, Seyed Hossein Yahyazadeh Jabbari, Kazumasa Yamagishi, Mousa Yaminfirooz, Yuichiro Yano, Sanni Yaya, Vahid Yazdi‐Feyzabadi, Tomas Yeheyis, Christopher Sabo Yilgwan, Mekdes Tigistu Yilma, Paul Yip, Naohiro Yonemoto, Mustafa Z Younis, Theodore Patrick Younker, Bahman Yousefi, Zabihollah Yousefi, Abdilahi Yousuf, Chuanhua Yu, Hasan Yusefzadeh, Telma Zahirian Moghadam, Mohammad Reza Zamani, Maryam Zamanian, Hamed Zandian, Михаил Сергеевич Застрожин, Yunquan Zhang, Zhi-Jiang Zhang, Jeff T Zhao, Xiu‐Ju Zhao, Yingxi Zhao, Maigeng Zhou, Arash Ziapour, Stephanie R M Zimsen, Michael Bräuer, Ashkan Afshin, Stephen S Lim

Bibliographic record

VenueThe Lancet · 2020
Typearticle
Languageen
FieldEnvironmental Science
TopicHealth, Environment, Cognitive Aging
Canadian institutionsnot available
FundersEuropean and Developing Countries Clinical Trials PartnershipNational Institute of Child Health and Human DevelopmentNorwegian Institute of Public HealthNIHR Oxford Biomedical Research CentreRussian Academy of SciencesNational Health and Medical Research CouncilQatar National Research FundGillings School of Public HealthCollege of Pharmacy, University of MichiganNational Institutes of HealthPrograma Operacional Temático Factores de CompetitividadeMedical Research CouncilAfrican Academy of SciencesSecretaría Nacional de Ciencia, Tecnología e InnovaciónUniversity of North Carolina at Chapel HillMinistry of Health of the People's Republic of ChinaAutoritatea Natională pentru Cercetare StiintificăEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentBHF Centre of Research Excellence, OxfordUniversity of GhanaUniversiti Kebangsaan MalaysiaKuwait UniversityVetenskapsrådetMinistero della SaluteQueensland GovernmentCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorCarolina Population Center, University of North Carolina at Chapel HillFonds National de la Recherche LuxembourgInstituto de Salud Carlos IIINational Natural Science Foundation of ChinaNational Research University Higher School of EconomicsUniversidad de Costa RicaDeakin UniversityNational Human Genome Research InstituteUniversity of CalgaryUniversity of MelbourneBritish Heart FoundationBundesministerium für Bildung und ForschungMinistry of Education, Culture, Sports, Science and TechnologyConselho Nacional de Desenvolvimento Científico e TecnológicoUniversity College DublinPublic Health AgencyDepartment of Biotechnology, Ministry of Science and Technology, IndiaNational Institute for Occupational Safety and HealthSouth African Medical Research CouncilThe Wellcome Trust DBT India AlliancePeking UniversityNational Institute for Health and Care ResearchNational Research FoundationComunidad de MadridNational Heart Foundation of AustraliaEuropean CommissionAcademy of Medical SciencesEuropean Social FundCardiovascular Medical Research and Education FundRoyal SocietyChandigarh UniversityDepartment of Science and Innovation, South AfricaMinistarstvo Prosvete, Nauke i Tehnološkog RazvojaNational Authority for Scientific Research and InnovationPublic Health EnglandXiamen UniversityMinisterio de Ciencia, Innovación y UniversidadesDuke UniversityScottish GovernmentNational Rosacea SocietyEconomic Growth Center, Yale UniversityPublic Health Agency of CanadaQueensland HealthFundação para a Ciência e a TecnologiaBill and Melinda Gates FoundationUniversity of WashingtonSt. Jude Children's Research HospitalChina Medical UniversityUniversity of MichiganNational Institute of Mental HealthDanmarks GrundforskningsfondNational Aeronautics and Space AdministrationResearch Management Centre, International Islamic University MalaysiaMinistério da Ciência, Tecnologia e Ensino SuperiorWellcome TrustWorld Health OrganizationNational Institute on AgingRegion SjællandAlexander von Humboldt-StiftungEuropean Regional Development FundMax-Planck-GesellschaftAcademy of FinlandFoundation for Education and European CultureBloomberg PhilanthropiesHealth Research Council of New ZealandUniversity of New South WalesUnited Nations Population FundYale UniversityJapan Society for the Promotion of ScienceHealth Effects InstituteUnited States Agency for International Development
KeywordsMedicineEnvironmental healthRelative riskBurden of diseaseRisk assessmentPublic healthRisk factorYears of potential life lostSystematic reviewMeta-analysisDemographyMEDLINEPopulationLife expectancyConfidence interval

Abstract

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BACKGROUND: Rigorous analysis of levels and trends in exposure to leading risk factors and quantification of their effect on human health are important to identify where public health is making progress and in which cases current efforts are inadequate. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 provides a standardised and comprehensive assessment of the magnitude of risk factor exposure, relative risk, and attributable burden of disease. METHODS: GBD 2019 estimated attributable mortality, years of life lost (YLLs), years of life lived with disability (YLDs), and disability-adjusted life-years (DALYs) for 87 risk factors and combinations of risk factors, at the global level, regionally, and for 204 countries and territories. GBD uses a hierarchical list of risk factors so that specific risk factors (eg, sodium intake), and related aggregates (eg, diet quality), are both evaluated. This method has six analytical steps. (1) We included 560 risk-outcome pairs that met criteria for convincing or probable evidence on the basis of research studies. 12 risk-outcome pairs included in GBD 2017 no longer met inclusion criteria and 47 risk-outcome pairs for risks already included in GBD 2017 were added based on new evidence. (2) Relative risks were estimated as a function of exposure based on published systematic reviews, 81 systematic reviews done for GBD 2019, and meta-regression. (3) Levels of exposure in each age-sex-location-year included in the study were estimated based on all available data sources using spatiotemporal Gaussian process regression, DisMod-MR 2.1, a Bayesian meta-regression method, or alternative methods. (4) We determined, from published trials or cohort studies, the level of exposure associated with minimum risk, called the theoretical minimum risk exposure level. (5) Attributable deaths, YLLs, YLDs, and DALYs were computed by multiplying population attributable fractions (PAFs) by the relevant outcome quantity for each age-sex-location-year. (6) PAFs and attributable burden for combinations of risk factors were estimated taking into account mediation of different risk factors through other risk factors. Across all six analytical steps, 30 652 distinct data sources were used in the analysis. Uncertainty in each step of the analysis was propagated into the final estimates of attributable burden. Exposure levels for dichotomous, polytomous, and continuous risk factors were summarised with use of the summary exposure value to facilitate comparisons over time, across location, and across risks. Because the entire time series from 1990 to 2019 has been re-estimated with use of consistent data and methods, these results supersede previously published GBD estimates of attributable burden. FINDINGS: The largest declines in risk exposure from 2010 to 2019 were among a set of risks that are strongly linked to social and economic development, including household air pollution; unsafe water, sanitation, and handwashing; and child growth failure. Global declines also occurred for tobacco smoking and lead exposure. The largest increases in risk exposure were for ambient particulate matter pollution, drug use, high fasting plasma glucose, and high body-mass index. In 2019, the leading Level 2 risk factor globally for attributable deaths was high systolic blood pressure, which accounted for 10·8 million (95% uncertainty interval [UI] 9·51-12·1) deaths (19·2% [16·9-21·3] of all deaths in 2019), followed by tobacco (smoked, second-hand, and chewing), which accounted for 8·71 million (8·12-9·31) deaths (15·4% [14·6-16·2] of all deaths in 2019). The leading Level 2 risk factor for attributable DALYs globally in 2019 was child and maternal malnutrition, which largely affects health in the youngest age groups and accounted for 295 million (253-350) DALYs (11·6% [10·3-13·1] of all global DALYs that year). The risk factor burden varied considerably in 2019 between age groups and locations. Among children aged 0-9 years, the three leading detailed risk factors for attributable DALYs were all related to malnutrition. Iron deficiency was the leading risk factor for those aged 10-24 years, alcohol use for those aged 25-49 years, and high systolic blood pressure for those aged 50-74 years and 75 years and older. INTERPRETATION: Overall, the record for reducing exposure to harmful risks over the past three decades is poor. Success with reducing smoking and lead exposure through regulatory policy might point the way for a stronger role for public policy on other risks in addition to continued efforts to provide information on risk factor harm to the general public. FUNDING: Bill & Melinda Gates Foundation.

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.020
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.047
Threshold uncertainty score0.103

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.031
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0090.026
Bibliometrics0.0180.022
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.277
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations9,565
Published2020
Admission routes1
Has abstractyes

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