11 research outputs found
Ecopornography and the Commodification of Extinction: The Rhetoric of Natural History Filmmaking, 1895-Present
- Author
- Publication venue
- Publication date
- 16/12/2013
- Field of study
This dissertation builds upon the relatively young fields of visual and
environmental rhetoric and analyzes the rhetoric of natural history filmmaking, focusing
on the ways in which the genre illustrates the complex relationship between
contemporary culture and the environment. Each text demonstrates how the constructs
of “nature” and “wilderness” perform necessary cultural work by representing particular
ideals that change to meet the public’s shifting needs. Nature performs various roles,
serving as a source of knowledge, solace, wonder, mystery, anxiety, truth, identity, and
affirmation. The dominance and immediacy of visual culture make the natural history
film, along with advertising, one of the most significant sources of meaning regarding
the natural world. These films employ familiar syntactic and semantic cues such as
sentimental parent/offspring interactions, authoritative narration that limits the ability of
the audience to interpret freely, and a musical score that influences the viewer’s
emotional response to certain scenes. The net result of these rhetorical practices is a
distancing of the viewer from the natural world that destabilizes the attempts of many
eco-political programs to emphasize the interconnectedness of ecological systems and
their components.
The emergent genre of big-budget nature films (BBNFs) is a distinctly modern and
extremely popular take on natural history filmmaking that has more in common with
summer blockbusters and wildlife theme parks than its predecessors with an
unprecedented ability to influence public perception of the natural world. Even as environmental concerns become increasingly dire, the BBNF tends to commodify death
and extinction, avoid political engagement, reduce engagement with nature to its most
sentimental and violent moments, perpetuate the perceived separation between humans
and their environment, and provide a soothing escape to a virtual environment that too
often seems unaffected by climate change and habitat destruction. The BBNF has the
potential to undermine environmental and conservation efforts. It also exemplifies what
some ecocritics have termed “ecopornography,” an exploitative representation that
objectifies its subjects, encourages viewers to develop identifications with unrealistic
images rather than their real-world analogs, and helps enable unethical behavior toward
the environment and nonhuman animals. At stake in this dissertation is a deeper
understanding of how natural history filmmaking affects the public’s awareness of (and
role in) the environment
Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019
- Author
- Abbafati Cristiana
- Abbas Kaja M.
- Abbasi Mohammad
- Abbasi-Kangevari Mohsen
- Abbasifard Mitra
- Abbastabar Hedayat
- Abd El Razek Hassan Magdy
- Abd El Razek Muhammed Magdy
- Abd-Allah Foad
- Abdelalim Ahmed
- Abdollahi Mohammad
- Abdollahpour Ibrahim
- Abdulkader Rizwan Suliankatchi
- Abdullah Kanaan Hamagharib
- Abedi Aidin
- Abedi Parisa
- Abegaz Kedir Hussein
- Abolhassani Hassan
- Abosetugn Akine Eshete
- Aboyans Victor
- Abrams Elissa M.
- Abreu Lucas Guimaraes
- Abrigo Michael R. M.
- Abu Haimed Abdulaziz Khalid
- Abu-Gharbieh Eman
- Abu-Raddad Laith Jamal
- Abualhasan Ahmed
- Abushouk Abdelrahman I.
- Acebedo Alyssa
- Ackerman Ilana N.
- Adabi Maryam
- Adair Tim
- Adamu Abdu A.
- Adebayo Oladimeji M.
- Adedeji Isaac Akinkunmi
- Adekanmbi Victor
- Adelson Jaimie D.
- Adeoye Abiodun Moshood
- Adetokunboh Olatunji O.
- Adham Davoud
- Advani Shailesh M.
- Afarideh Mohsen
- Afshari Mahdi
- Afshin Ashkan
- Agardh Emilie E.
- Agarwal Gina
- Agasthi Pradyumna
- Agesa Kareha M.
- Aghaali Mohammad
- Aghamir Seyed Mohammad Kazem
- Agrawal Anurag
- Ahmad Tauseef
- Ahmadi Alireza
- Ahmadi Keivan
- Ahmadi Mehdi
- Ahmadieh Hamid
- Ahmadpour Ehsan
- Ahmed Muktar Beshir
- Aji Budi
- Akalu Temesgen Yihunie
- Akinyemi Rufus Olusola
- Akinyemiju Tomi
- Akombi Blessing
- Akunna Chisom Joyqueenet
- Al-Aly Ziyad
- Al-Mekhlafi Hesham M.
- Al-Raddadi Rajaa M.
- Alahdab Fares
- Alam Khurshid
- Alam Noore
- Alam Samiah
- Alam Tahiya
- Alanezi Fahad Mashhour
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- Albertson Samuel B.
- Alcalde-Rabanal Jacqueline Elizabeth
- Alema Niguse Meles
- Alemu Biresaw Wassihun
- Alemu Yihun Mulugeta
- Alhabib Khalid F.
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- Ali Muhammad
- Ali Saqib
- Alicandro Gianfranco
- Alijanzadeh Mehran
- Alinia Cyrus
- Alipour Vahid
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- Aljunid Syed Mohamed
- Alla Francois
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- Briggs Andrew M.
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- Causey Kate
- Cederroth Christopher R.
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- Chimed-Ochir Odgerel
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- Choi Jee-Young Jasmine
- Christensen Hanne
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- Dereje Nebiyu Dereje
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- Gebreslassie Assefa Ayalew Ayalew Ayalew
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- Gesesew Hailay Abrha
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- Ghaffarifar Fatemeh
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- Ghajar Alireza
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- Ghashghaee Ahmad
- Ghiasvand Hesam
- Ghith Nermin
- Gholamian Asadollah
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- Goudarzian Amir Hossein
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- Grosso Giuseppe
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- Gudi Nachiket
- Gugnani Harish Chander
- Guimaraes Andre Luiz Sena
- Guimaraes Rafael Alves
- Guled Rashid Abdi
- Gultie Teklemariam
- Guo Gaorui
- Guo Yuming
- Gupta Rahul
- Gupta Rajeev
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- Haddock Beatrix
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- Jafari Hussain
- Jafarinia Morteza
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- Jahani Mohammad Ali
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- Jakovljevic Mihajlo
- Jalali Amir
- Jalilian Farzad
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- Janjani Hosna
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- Javaheri Tahereh
- Javidnia Javad
- Jayatilleke Achala Upendra
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- Jha Vivekanand
- Ji John S.
- Jia Peng
- Johansson Lars
- John Oommen
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- Johnson Sarah Charlotte
- Jonas Jost B.
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- Joshi Ankur
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- Kabir Ali
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- Kamath Aruna M.
- Kamiab Zahra
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- Karch Andre
- Karim Mohd Anisul
- Karimi Salah Eddin
- Karimi Seyed Asaad
- Karimi Seyed M.
- Karyani Ali Kazemi
- Kasa Ayele Semachew
- Kassa Getachew Mullu
- Kassebaum Nicholas J.
- Katikireddi Srinivasa Vittal
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- Keddie Suzanne H.
- Keiyoro Peter Njenga
- Keller Cathleen
- Kemmer Laura
- Kendrick Parkes J.
- Kereselidze Maia
- Khader Yousef Saleh
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- Khalid Nauman
- Khammarnia Mohammad
- Khan Ejaz Ahmad
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- Khaneghah Amin Mousavi
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- Khatab Khaled
- Khater Amir M.
- Khater Mona M.
- Khatib Mahalaqua Nazli
- Khayamzadeh Maryam
- Khazaei Salman
- Khazaie Habibolah
- Khodayari Mohammad Taghi
- Khoja Abdullah T.
- Khubchandani Jagdish
- Khundkar Roba
- Kianipour Neda
- Kieling Christian
- Kim Cho-Il
- Kim Daniel
- Kim Young-Eun
- Kim Yun Jin
- Kimokoti Ruth W.
- Kinfu Yohannes
- Kisa Adnan
- Kisa Sezer
- Kissimova-Skarbek Katarzyna
- Kissoon Niranjan
- Kivimaki Mika
- Kneib Cameron J.
- Knibbs Luke D.
- Knight Megan
- Knudsen Ann Kristin Skrindo
- Kocarnik Jonathan M.
- Kochhar Sonali
- Koh David S. Q.
- Kohler Stefan
- Kolola Tufa
- Komaki Hamidreza
- Kopec Jacek A.
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- Korshunov Vladimir Andreevich
- Kosen Soewarta
- Kotlo Anirudh
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- Koyanagi Ai
- Kraemer Moritz U. G.
- Kravchenko Michael A.
- Krishan Kewal
- Krohn Kris J.
- Kromhout Hans
- Kugbey Nuworza
- Kulkarni Vaman
- Kumar G. Anil
- Kumar Manasi
- Kumar Nithin
- Kumar Pushpendra
- Kumar Vivek
- Kumaresh Girikumar
- Kurmi Om P.
- Kusuma Dian
- Kyu Hmwe Hmwe
- La Vecchia Carlo
- Lacey Ben
- Lal Dharmesh Kumar
- Lalloo Ratilal
- Lallukka Tea
- Lam Jennifer O.
- Lami Faris Hasan
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- Publication venue
- Publication date
- 01/01/2020
- Field of study
Background: In an era of shifting global agendas and expanded emphasis on non-communicable diseases and injuries along with communicable diseases, sound evidence on trends by cause at the national level is essential. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) provides a systematic scientific assessment of published, publicly available, and contributed data on incidence, prevalence, and mortality for a mutually exclusive and collectively exhaustive list of diseases and injuries. Methods: GBD estimates incidence, prevalence, mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) due to 369 diseases and injuries, for two sexes, and for 204 countries and territories. Input data were extracted from censuses, household surveys, civil registration and vital statistics, disease registries, health service use, air pollution monitors, satellite imaging, disease notifications, and other sources. Cause-specific death rates and cause fractions were calculated using the Cause of Death Ensemble model and spatiotemporal Gaussian process regression. Cause-specific deaths were adjusted to match the total all-cause deaths calculated as part of the GBD population, fertility, and mortality estimates. Deaths were multiplied by standard life expectancy at each age to calculate YLLs. A Bayesian meta-regression modelling tool, DisMod-MR 2.1, was used to ensure consistency between incidence, prevalence, remission, excess mortality, and cause-specific mortality for most causes. Prevalence estimates were multiplied by disability weights for mutually exclusive sequelae of diseases and injuries to calculate YLDs. We considered results in the context of the Socio-demographic Index (SDI), a composite indicator of income per capita, years of schooling, and fertility rate in females younger than 25 years. Uncertainty intervals (UIs) were generated for every metric using the 25th and 975th ordered 1000 draw values of the posterior distribution. Findings: Global health has steadily improved over the past 30 years as measured by age-standardised DALY rates. After taking into account population growth and ageing, the absolute number of DALYs has remained stable. Since 2010, the pace of decline in global age-standardised DALY rates has accelerated in age groups younger than 50 years compared with the 1990–2010 time period, with the greatest annualised rate of decline occurring in the 0–9-year age group. Six infectious diseases were among the top ten causes of DALYs in children younger than 10 years in 2019: lower respiratory infections (ranked second), diarrhoeal diseases (third), malaria (fifth), meningitis (sixth), whooping cough (ninth), and sexually transmitted infections (which, in this age group, is fully accounted for by congenital syphilis; ranked tenth). In adolescents aged 10–24 years, three injury causes were among the top causes of DALYs: road injuries (ranked first), self-harm (third), and interpersonal violence (fifth). Five of the causes that were in the top ten for ages 10–24 years were also in the top ten in the 25–49-year age group: road injuries (ranked first), HIV/AIDS (second), low back pain (fourth), headache disorders (fifth), and depressive disorders (sixth). In 2019, ischaemic heart disease and stroke were the top-ranked causes of DALYs in both the 50–74-year and 75-years-and-older age groups. Since 1990, there has been a marked shift towards a greater proportion of burden due to YLDs from non-communicable diseases and injuries. In 2019, there were 11 countries where non-communicable disease and injury YLDs constituted more than half of all disease burden. Decreases in age-standardised DALY rates have accelerated over the past decade in countries at the lower end of the SDI range, while improvements have started to stagnate or even reverse in countries with higher SDI. Interpretation: As disability becomes an increasingly large component of disease burden and a larger component of health expenditure, greater research and developm nt investment is needed to identify new, more effective intervention strategies. With a rapidly ageing global population, the demands on health services to deal with disabling outcomes, which increase with age, will require policy makers to anticipate these changes. The mix of universal and more geographically specific influences on health reinforces the need for regular reporting on population health in detail and by underlying cause to help decision makers to identify success stories of disease control to emulate, as well as opportunities to improve. Funding: Bill & Melinda Gates Foundation. © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licens
Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
- Author
- Aali Amirali
- Abbafati Cristiana
- Abbas Jaffar
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasian Mohammadreza
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdelmasseh Michael
- Abdelwahab Ahmed
- Abdollahi Mohammad
- Abdoun Meriem
- Abdullahi Auwal
- Abdurehman Ame Mehadi
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abhilash E S
- Abiodun Olugbenga Olusola
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Abreu Lucas Guimarães
- Abrha Woldu Aberhe
- Abrigo Michael R M
- Abtahi Dariush
- Abu Rumeileh Samir
- Abu-Rmeileh Niveen ME
- Abu-Zaid Ahmed
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- Lee Munjae
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- Lee Sang-woong
- Lee Seung Won
- Lee Wei-Chen
- Lee Yo Han
- Legesse Samson Mideksa
- Leigh James
- Lenzi Jacopo
- Leong Elvynna
- Lerango Temesgen L
- Li Ming-Chieh
- Li Wei
- Li Xiaopan
- Li Yichong
- Li Zhihui
- Libra Massimo
- Ligade Virendra S
- Likaka Andrew Tiyamike Makhiringa
- Lim Lee-Ling
- Lim Stephen S
- Lin Ro-Ting
- Lin Shuzhi
- Lioutas Vasileios-Arsenios
- Listl Stefan
- Liu Jue
- Liu Simin
- Liu Xiaofeng
- Livingstone Katherine M
- Llanaj Erand
- Lo Chun-Han
- Loreche Arianna Maever
- Lorenzovici László
- Lotfi Mojgan
- Lotfizadeh Masoud
- Lozano Rafael
- Lubinda Jailos
- Lucchetti Giancarlo
- Lugo Alessandra
- Lunevicius Raimundas
- Ma Jianing
- Ma Stefan
- Ma Zheng Feei
- Mabrok Mahmoud
- Machairas Nikolaos
- Machoy Monika
- Madsen Christian
- Magaña Gómez Javier A
- Maghazachi Azzam A
- Maharaj Sandeep B
- Maharjan Preeti
- Mahjoub Soleiman
- Mahmoud Mansour Adam
- Mahmoudi Elham
- Mahmoudi Morteza
- Makram Omar Mohamed
- Malagón-Rojas Jeadran N
- Malakan Rad Elaheh
- Malekzadeh Reza
- Malhotra Armaan K
- Malhotra Kashish
- Malik Ahmad Azam
- Malik Iram
- Malinga Lesibana Anthony
- Malta Deborah Carvalho
- Mamun Abdullah A
- Manla Yosef
- Mannan Fahmida
- Mansoori Yasaman
- Mansour Ali
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- Mantovani Lorenzo Giovanni
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- Mardi Parham
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- Marjani Abdoljalal
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- Martinez-Guerra Bernardo Alfonso
- Martinez-Piedra Ramon
- Martins Cleodice A
- Martins-Melo Francisco Rogerlândio
- Martorell Miquel
- Marx Wolfgang
- Maryam Sharmeen
- Marzo Roy Rillera
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- Mathioudakis Alexander G
- Maude Richard James
- Maugeri Andrea
- May Erin A
- Mayeli Mahsa
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- Mehrabi Nasab Entezar
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- Mesfin Bezawit Afework
- Mestrovic Tomislav
- Mhlanga Adquate
- Mhlanga Laurette
- Mi Tianyue
- Micha Georgia
- Michalek Irmina Maria
- Miller Ted R
- Mindlin Sergey Nikolaevich
- Minelli Giada
- Minh Le Huu Nhat
- Mini GK
- Minja Neema W
- Mirdamadi Niloofar
- Mirghafourvand Mojgan
- Mirica Andreea
- Mirinezhad Seyed Kazem
- Mirmosayyeb Omid
- Mirutse Mizan Kiros
- Mirza-Aghazadeh-Attari Mohammad
- Mirzaei Maryam
- Misgana Tadesse
- Misra Sanjeev
- Mitchell Philip B
- Mithra Prasanna
- Mittal Chaitanya
- Mittal Madhukar
- Moazen Babak
- Mohamed Ahmed Ismail
- Mohamed Jama
- Mohamed Mouhand F H
- Mohamed Nouh Saad
- Mohammad-Alizadeh-Charandabi Sakineh
- Mohammad-pour Saeed
- Mohammadi Soheil
- Mohammadian-Hafshejani Abdollah
- Mohammadshahi Marita
- Mohammed Mustapha
- Mohammed Salahuddin
- Mohammed Shafiu
- Mojiri-forushani Hoda
- Mokdad Ali H
- Mokhtarzadehazar Peyman
- Momenzadeh Kaveh
- Momtazmanesh Sara
- Monasta Lorenzo
- Moni Mohammad Ali
- Montazeri Fateme
- Moodi Ghalibaf AmirAli
- Moradi Maryam
- Moradi Yousef
- Moradi-Lakeh Maziar
- Moradinazar Mehdi
- Moradpour Farhad
- Moraga Paula
- Morawska Lidia
- Moreira Rafael Silveira
- Morovatdar Negar
- Morrison Shane Douglas
- Morze Jakub
- Mosaddeghi Heris Reza
- Mosser Jonathan F
- Mossialos Elias
- Mostafavi Hakimeh
- Mostofinejad Amirmahdi
- Mougin Vincent
- Mouodi Simin
- Mousavi Khaneghah Amin
- Mousavi Parsa
- Mousavi Seyed Ehsan
- Mpundu-Kaambwa Christine
- Mrejen Matías
- Mubarik Sumaira
- Muccioli Lorenzo
- Mueller Ulrich Otto
- Mughal Faraz
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- Mulita Admir
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- Muniyandi Malaisamy
- Munjal Kavita
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- Musaigwa Fungai
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- Mustafa Ghulam
- Muthu Sathish
- Muthupandian Saravanan
- Myung Woojae
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- Nagarajan Ahamarshan Jayaraman
- Naghavi Mohsen
- Naghavi Pirouz
- Naik Ganesh R
- Naik Gurudatta
- Naimzada Mukhammad David
- Nair Sanjeev
- Nair Tapas Sadasivan
- Najmuldeen Hastyar Hama Rashid
- Naldi Luigi
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- Nascimento Bruno Ramos
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- Negero Amayu Kumesa
- Negoi Ionut
- Negoi Ruxandra Irina
- Negru Serban Mircea
- Nejadghaderi Seyed Aria
- Nejjari Chakib
- Nematollahi Mohammad Hadi
- Nena Evangelia
- Nepal Samata
- Nesbit Olivia D
- Newton Charles Richard James
- Ngunjiri Josephine W
- Nguyen Dang H
- Nguyen Phat Tuan
- Nguyen Phuong The
- Nguyen Tuan Thanh
- Nguyen Van Thanh
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- Nikolouzakis Taxiarchis Konstantinos
- Nikoobar Ali
- Nikpoor Amin Reza
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- Nomura Shuhei
- Noreen Mamoona
- Noroozi Nafise
- Norouzian Baghani Abbas
- Norrving Bo
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- Novotney Amanda
- Nri-Ezedi Chisom Adaobi
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- Ntsekhe Mpiko
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- Olaiya Muideen Tunbosun
- Olanipekun Titilope O
- Olatubi Matthew Idowu
- Olivas-Martinez Antonio
- Oliveira Gláucia Maria Moraes
- Oliver Susan
- Olorukooba Abdulhakeem Abayomi
- Olufadewa Isaac Iyinoluwa
- Olusanya Bolajoko Olubukunola
- Olusanya Jacob Olusegun
- Oluwafemi Yinka Doris
- Oluwatunase Gideon Olamilekan
- Omar Hany A
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- Onwujekwe Obinna E
- Onyedibe Kenneth Ikenna
- Opio John Nelson
- Ordak Michal
- Orellana E Roberto
- Orisakwe Orish Ebere
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- Orru Hans
- Ortega-Altamirano Doris V
- Ortiz Alberto
- Ortiz-Brizuela Edgar
- Ortiz-Prado Esteban
- Osuagwu Uchechukwu Levi
- Otoiu Adrian
- Otstavnov Nikita
- Ouyahia Amel
- Ouyang Guoqing
- Owolabi Mayowa O
- Oyeyemi Ifeoluwa Temitayo
- Oyeyemi Oyetunde T
- Ozten Yaz
- P A Mahesh Padukudru
- Padubidri Jagadish Rao
- Pahlavikhah Varnosfaderani Mahsa
- Pal Pramod Kumar
- Palicz Tamás
- Palladino Claudia
- Palladino Raffaele
- Palma-Alvarez Raul Felipe
- Pana Adrian
- Panahi Parsa
- Pandey Ashok
- Pandi-Perumal Seithikurippu R
- Pando-Robles Victoria
- Pangaribuan Helena Ullyartha
- Panos Georgios D
- Pantazopoulos Ioannis
- Papadopoulou Paraskevi
- Pardhan Shahina
- Parikh Romil R
- Park Seoyeon
- Parthasarathi Ashwaghosha
- Pashaei Ava
- Pasupula Deepak Kumar
- Patel Jenil R
- Patel Sangram Kishor
- Pathan Aslam Ramjan
- Patil Ashlesh
- Patil Shankargouda
- Patoulias Dimitrios
- Patthipati Venkata Suresh
- Paudel Uttam
- Pawar Shrikant
- Pazoki Toroudi Hamidreza
- Pease Spencer A
- Peden Amy E
- Pedersini Paolo
- Peng Minjin
- Pensato Umberto
- Pepito Veincent Christian Filipino
- Peprah Emmanuel K
- Pereira Gavin
- Pereira Jeevan
- Pereira Marcos
- Peres Mario F P
- Perianayagam Arokiasamy
- Perico Norberto
- Petcu Ionela-Roxana
- Petermann-Rocha Fanny Emily
- Pezzani Raffaele
- Pham Hoang Tran
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- Pierannunzio Daniela
- Pigeolet Manon
- Pigott David M
- Pilgrim Thomas
- Pinheiro Marina
- Piradov Michael A
- Plakkal Nishad
- Plotnikov Evgenii
- Poddighe Dimitri
- Pollner Peter
- Poluru Ramesh
- Pond Constance Dimity
- Postma Maarten J
- Poudel Govinda Raj
- Poudel Lisasha
- Pourali Ghazaleh
- Pourtaheri Naeimeh
- Prada Sergio I
- Pradhan Pranil Man Singh
- Prajapati Vijay Kumar
- Prakash V
- Prasad Chandra P
- Prasad Manya
- Prashant Akila
- Prates Elton Junio Sady
- Purnobasuki Hery
- Purohit Bharathi M
- Puvvula Jagadeesh
- Qaisar Rizwan
- Qasim Nameer Hashim
- Qattea Ibrahim
- Qian Gangzhen
- Quan Nguyen Khoi
- Radfar Amir
- Radhakrishnan Venkatraman
- Raee Pourya
- Raeisi Shahraki Hadi
- Rafiei Alavi Seyedeh Niloufar
- Rafique Ibrar
- Raggi Alberto
- Rahim Fakher
- Rahman Md Mosfequr
- Rahman Mosiur
- Rahman Muhammad Aziz
- Rahman Tafhimur
- Rahmani Amir Masoud
- Rahmani Shayan
- Rahnavard Niloufar
- Rai Pramila
- Rajaa Sathish
- Rajabpour-Sanati Ali
- Rajput Prashant
- Ram Prasanna
- Ramadan Hazem
- Ramasamy Shakthi Kumaran
- Ramazanu Sheena
- Rana Juwel
- Rana Kritika
- Ranabhat Chhabi Lal
- Rancic Nemanja
- Rani Smitha
- Ranjan Shubham
- Rao Chythra R
- Rao Indu Ramachandra
- Rao Mithun
- Rao Sowmya J
- Rasali Drona Prakash
- Rasella Davide
- Rashedi Sina
- Rashedi Vahid
- Rashid Ahmed Mustafa
- Rasouli-Saravani Ashkan
- Rastogi Prateek
- Rasul Azad
- Ravangard Ramin
- Ravikumar Nakul
- Rawaf David Laith
- Rawaf Salman
- Rawassizadeh Reza
- Razeghian-Jahromi Iman
- Reddy Murali Mohan Rama Krishna
- Redwan Elrashdy Moustafa Mohamed
- Rehman Faizan Ur
- Reiner Jr Robert C
- Remuzzi Giuseppe
- Reshmi Bhageerathy
- Resnikoff Serge
- Reyes Luis Felipe
- Rezaee Malihe
- Rezaei Negar
- Rezaei Nima
- Rezaeian Mohsen
- Riaz Mavra A
- Ribeiro Ana Isabel
- Ribeiro Daniel Cury
- Rickard Jennifer
- Rios-Blancas Maria Jesus
- Robinson-Oden Hannah Elizabeth
- Rodrigues Mónica
- Rodriguez Jefferson Antonio Buendia
- Roever Leonardo
- Rohilla Ravi
- Rohloff Peter
- Romadlon Debby Syahru
- Ronfani Luca
- Roshandel Gholamreza
- Roshanzamir Sharareh
- Rostamian Morteza
- Roy Bedanta
- Roy Priyanka
- Rubagotti Enrico
- Rumisha Susan Fred
- Rwegerera Godfrey M
- Rynkiewicz Andrzej
- S N Chandan
- S Sunnerhagen Katharina
- S Manjula
- Saad Aly M A
- Sabbatucci Michela
- Saber Korosh
- Saber-Ayad Maha Mohamed
- Sacco Simona
- Saddik Basema
- Saddler Adam
- Sadee Bashdar Abuzed
- Sadeghi Ehsan
- Sadeghi Masoumeh
- Sadeghian Saeid
- Saeed Umar
- Saeedi Maryam
- Safi Sare
- Sagar Rajesh
- Saghazadeh Amene
- Saheb Sharif-Askari Narjes
- Sahoo Soumya Swaroop
- Sahraian Mohammad Ali
- Sajedi Seyed Aidin
- Sajid Mirza Rizwan
- Sakshaug Joseph W
- Salahi Saina
- Salahi Sarvenaz
- Salamati Payman
- Salami Afeez Abolarinwa
- Salaroli Luciane B
- Saleh Mohamed A
- Salehi Sana
- Salem Marwa Rashad
- Salem Mohammed Z Y
- Salimi Sohrab
- Samadi Kafil Hossein
- Samadzadeh Sara
- Samara Kamel A
- Samargandy Saad
- Samodra Yoseph Leonardo
- Samuel Vijaya Paul
- Samy Abdallah M
- Sanabria Juan
- Sanadgol Nima
- Sanganyado Edmond
- Sanjeev Rama Krishna
- Sanmarchi Francesco
- Sanna Francesca
- Santri Ichtiarini Nurullita
- Santric-Milicevic Milena M
- Sarasmita Made Ary
- Saravanan Aswini
- Saravi Babak
- Sarikhani Yaser
- Sarkar Chinmoy
- Sarmiento-Suárez Rodrigo
- Sarode Gargi Sachin
- Sarode Sachin C
- Sarveazad Arash
- Sathian Brijesh
- Sathish Thirunavukkarasu
- Sattin Davide
- Saulam Jennifer
- Sawyer Susan M
- Saxena Sonia
- Saya Ganesh Kumar
- Sayadi Yaser
- Sayeed Abu
- Sayeed Md Abu
- Saylan Mete
- Scarmeas Nikolaos
- Schaarschmidt Benedikt Michael
- Schlee Winfried
- Schmidt Maria Inês
- Schuermans Art
- Schumacher Austin E
- Schwebel David C
- Schwendicke Falk
- Selvaraj Siddharthan
- Semreen Mohammad H
- Senapati Sabyasachi
- Sengupta Pallav
- Senthilkumaran Subramanian
- Sepanlou Sadaf G
- Serban Dragos
- Sertsu Addisu
- Sethi Yashendra
- SeyedAlinaghi SeyedAhmad
- Seyedi Seyed Arsalan
- Shafaat Amir
- Shafaat Omid
- Shafie Mahan
- Shafiee Arman
- Shah Nilay S
- Shah Pritik A
- Shahabi Saeed
- Shahbandi Ataollah
- Shahid Izza
- Shahid Samiah
- Shahid Wajeehah
- Shahwan Moyad Jamal
- Shaikh Masood Ali
- Shakeri Alireza
- Shakil Husain
- Sham Sunder
- Shamim Muhammad Aaqib
- Shams-Beyranvand Mehran
- Shamshad Hina
- Shamshirgaran Mohammad Ali
- Shamsi Mohammad Anas
- Shanawaz Mohd
- Shankar Abhishek
- Sharfaei Sadaf
- Sharifan Amin
- Shariff Mariam
- Sharifi-Rad Javad
- Sharma Manoj
- Sharma Rajesh
- Sharma Saurab
- Sharma Vishal
- Shastry Rajesh P
- Shavandi Amin
- Shaw David H
- Shayan Amir Mehdi
- Shehabeldine Amr Mohamed Elsayed
- Sheikh Aziz
- Sheikhi Rahim Ali
- Shen Jiabin
- Shenoy Manjunath Mala
- Shetty B Suresh Kumar
- Shetty Ranjitha S
- Shey Robert Adamu
- Shiani Amir
- Shibuya Kenji
- Shiferaw Desalegn
- Shigematsu Mika
- Shin Jae Il
- Shin Min-Jeong
- Shiri Rahman
- Shirkoohi Reza
- Shittu Aminu
- Shiue Ivy
- Shivakumar K M
- Shivarov Velizar
- Shool Sina
- Shrestha Sunil
- Shuja Kanwar Hamza
- Shuval Kerem
- Si Yafei
- Sibhat Migbar Mekonnen
- Siddig Emmanuel Edwar
- Sigfusdottir Inga Dora
- Silva João Pedro
- Silva Luís Manuel Lopes Rodrigues
- Silva Soraia
- Simões Jorge Piano
- Simpson Colin R
- Singal Anjali
- Singh Abhinav
- Singh Aditya
- Singh Ambrish
- Singh Balbir Bagicha
- Singh Baljinder
- Singh Mahendra
- Singh Mayank
- Singh Narinder Pal
- Singh Paramdeep
- Singh Surjit
- Siraj Md Shahjahan
- Sitas Freddy
- Sivakumar Shravan
- Skryabin Valentin Yurievich
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- Sohrabi Hanye
- Soleimani Hamidreza
- Soliman Sameh S M
- Solmi Marco
- Solomon Yonatan
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- Sorensen Reed J D
- Soriano Joan B
- Soyiri Ireneous N
- Spartalis Michael
- Sreeramareddy Chandrashekhar T
- Starnes Joseph R
- Starodubov Vladimir I
- Starodubova Antonina V
- Stefan Simona Cătălina
- Stein Dan J
- Steinbeis Fridolin
- Steiropoulos Paschalis
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- Stokes Mark A
- Stortecky Stefan
- Stranges Saverio
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- Suliankatchi Abdulkader Rizwan
- Sultana Abida
- Sun Jing
- Sunkersing David
- Susanty Sri
- Swain Chandan Kumar
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- Szarpak Lukasz
- Szeto Mindy D
- Szócska Miklós
- Šekerija Mario
- Tabaee Damavandi Payam
- Tabatabaei Malazy Ozra
- Tabatabaeizadeh Seyed-Amir
- Tabatabai Shima
- Tabb Karen M
- Tabish Mohammad
- Taborda-Barata Luis M
- Tabuchi Takahiro
- Tadesse Birkneh Tilahun
- Taheri Abkenar Yasaman
- Taheri Soodejani Moslem
- Taheri Amirmasoud
- Taherkhani Amir
- Taiba Jabeen
- Tajbakhsh Ardeshir
- Talaat Iman M
- Talukder Ashis
- Tamuzi Jacques Lukenze
- Tan Ker-Kan
- Tang Haosu
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- Tat Nathan Y
- Tat Vivian Y
- Tavakoli Oliaee Razieh
- Tavangar Seyed Mohammad
- Taveira Nuno
- Tebeje Tsion Mulat
- Tefera Yibekal Manaye
- Teimoori Mojtaba
- Temsah Mohamad-Hani
- Temsah Reem Mohamad Hani
- Teramoto Masayuki
- Tesfaye Solomon Hailemariam
- Thangaraju Pugazhenthan
- Thankappan Kavumpurathu Raman
- Thapa Rajshree
- Thapar Rekha
- Thomas Nihal
- Thrift Amanda G
- Thum Chern Choong Chern
- Tian Jing
- Tichopad Ales
- Ticoalu Jansje Henny Vera
- Tiruye Tenaw Yimer
- Tohidast Seyed Abolfazl
- Tonelli Marcello
- Touvier Mathilde
- Tovani-Palone Marcos Roberto
- Tram Khai Hoan
- Tran Nghia Minh
- Trico Domenico
- Trihandini Indang
- Tromans Samuel Joseph
- Truong Vien T
- Truyen Thien Tan Tri Tai
- Tsermpini Evangelia Eirini
- Tumurkhuu Munkhtuya
- Tung Kang
- Tyrovolas Stefanos
- Ubah Chukwudi S
- Udoakang Aniefiok John
- Udoh Arit
- Ulhaq Inam
- Ullah Saeed
- Ullah Sana
- Umair Muhammad
- Umar Tungki Pratama
- Umeokonkwo Chukwuma David
- Umesh Anushri
- Unim Brigid
- Unnikrishnan Bhaskaran
- Upadhyay Era
- Urso Daniele
- Vacante Marco
- Vahdani Amir Mohammad
- Vaithinathan Asokan Govindaraj
- Valadan Tahbaz Sahel
- Valizadeh Rohollah
- Van den Eynde Jef
- Varavikova Elena
- Varga Orsolya
- Varma Siddhartha Alluri
- Vart Priya
- Varthya Shoban Babu
- Vasankari Tommi Juhani
- Veerman Lennert J
- Venketasubramanian Narayanaswamy
- Venugopal Deneshkumar
- Verghese Nicholas Alexander
- Verma Madhur
- Verma Pratibha
- Veroux Massimiliano
- Verras Georgios-Ioannis
- Vervoort Dominique
- Vieira Rafael José
- Villafañe Jorge Hugo
- Villani Leonardo
- Villanueva Gabriela Ines
- Villeneuve Paul J
- Violante Francesco S
- Visontay Rachel
- Vlassov Vasily
- Vo Bay
- Vollset Stein Emil
- Volovat Simona Ruxandra
- Volovici Victor
- Vongpradith Avina
- Vos Theo
- Vujcic Isidora S
- Vukovic Rade
- Wado Yohannes Dibaba
- Wafa Hatem A
- Waheed Yasir
- Wamai Richard G
- Wang Cong
- Wang Denny
- Wang Fang
- Wang Shu
- Wang Song
- Wang Yanzhong
- Wang Yuan-Pang
- Ward Paul
- Watson Stefanie
- Weaver Marcia R
- Weerakoon Kosala Gayan
- Weiss Daniel J
- Weldemariam Abrha Hailay
- Wells Katherine M
- Wen Yi Feng
- Werdecker Andrea
- Westerman Ronny
- Wickramasinghe Dakshitha Praneeth
- Wickramasinghe Nuwan Darshana
- Wijeratne Tissa
- Wilson Shadrach
- Wojewodzic Marcin W
- Wool Eve E
- Woolf Anthony D
- Wu Dongze
- Wulandari Ratna Dwi
- Xiao Hong
- Xu Bin
- Xu Xiaoyue
- Yadav Lalit
- Yaghoubi Sajad
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Ye Pengpeng
- Yesera Gesila Endashaw
- Yesodharan Renjulal
- Yesuf Subah Abderehim
- Yiğit Arzu
- Yiğit Vahit
- Yip Paul
- Yon Dong Keon
- Yonemoto Naohiro
- You Yuyi
- Younis Mustafa Z
- Yu Chuanhua
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zahedi Mohammad
- Zahid Muhammad Nauman
- Zahir Mazyar
- Zakham Fathiah
- Zaki Nazar
- Zakzuk Josefina
- Zamagni Giulia
- Zaman Burhan Abdullah
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zandi Milad
- Zandieh Ghazal G Z
- Zanghì Aurora
- Zare Iman
- Zastrozhin Mikhail Sergeevich
- Zeariya Mohammed G M
- Zeng Youjie
- Zhai Chunxia
- Zhang Chen
- Zhang Haijun
- Zhang Hongwei
- Zhang Yunquan
- Zhang Zhaofeng
- Zhang Zhenyu
- Zhao Hanqing
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Zhaohua
- Ziaeefar Pardis
- Zielińska Magdalena
- Zou Zhiyong
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Publication venue
- Publication date
- 01/01/2024
- Field of study
Background: Estimates of demographic metrics are crucial to assess levels and trends of population health outcomes. The profound impact of the COVID-19 pandemic on populations worldwide has underscored the need for timely estimates to understand this unprecedented event within the context of long-term population health trends. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 provides new demographic estimates for 204 countries and territories and 811 additional subnational locations from 1950 to 2021, with a particular emphasis on changes in mortality and life expectancy that occurred during the 2020–21 COVID-19 pandemic period. Methods: 22 223 data sources from vital registration, sample registration, surveys, censuses, and other sources were used to estimate mortality, with a subset of these sources used exclusively to estimate excess mortality due to the COVID-19 pandemic. 2026 data sources were used for population estimation. Additional sources were used to estimate migration; the effects of the HIV epidemic; and demographic discontinuities due to conflicts, famines, natural disasters, and pandemics, which are used as inputs for estimating mortality and population. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate under-5 mortality rates, which synthesised 30 763 location-years of vital registration and sample registration data, 1365 surveys and censuses, and 80 other sources. ST-GPR was also used to estimate adult mortality (between ages 15 and 59 years) based on information from 31 642 location-years of vital registration and sample registration data, 355 surveys and censuses, and 24 other sources. Estimates of child and adult mortality rates were then used to generate life tables with a relational model life table system. For countries with large HIV epidemics, life tables were adjusted using independent estimates of HIV-specific mortality generated via an epidemiological analysis of HIV prevalence surveys, antenatal clinic serosurveillance, and other data sources. Excess mortality due to the COVID-19 pandemic in 2020 and 2021 was determined by subtracting observed all-cause mortality (adjusted for late registration and mortality anomalies) from the mortality expected in the absence of the pandemic. Expected mortality was calculated based on historical trends using an ensemble of models. In location-years where all-cause mortality data were unavailable, we estimated excess mortality rates using a regression model with covariates pertaining to the pandemic. Population size was computed using a Bayesian hierarchical cohort component model. Life expectancy was calculated using age-specific mortality rates and standard demographic methods. Uncertainty intervals (UIs) were calculated for every metric using the 25th and 975th ordered values from a 1000-draw posterior distribution. Findings: Global all-cause mortality followed two distinct patterns over the study period: age-standardised mortality rates declined between 1950 and 2019 (a 62·8% [95% UI 60·5–65·1] decline), and increased during the COVID-19 pandemic period (2020–21; 5·1% [0·9–9·6] increase). In contrast with the overall reverse in mortality trends during the pandemic period, child mortality continued to decline, with 4·66 million (3·98–5·50) global deaths in children younger than 5 years in 2021 compared with 5·21 million (4·50–6·01) in 2019. An estimated 131 million (126–137) people died globally from all causes in 2020 and 2021 combined, of which 15·9 million (14·7–17·2) were due to the COVID-19 pandemic (measured by excess mortality, which includes deaths directly due to SARS-CoV-2 infection and those indirectly due to other social, economic, or behavioural changes associated with the pandemic). Excess mortality rates exceeded 150 deaths per 100 000 population during at least one year of the pandemic in 80 countries and territories, whereas 20 nations had a negative excess mortality rate in 2020 or 2021, indicating that all-cause mortality in these countries was lower during the pandemic than expected based on historical trends. Between 1950 and 2021, global life expectancy at birth increased by 22·7 years (20·8–24·8), from 49·0 years (46·7–51·3) to 71·7 years (70·9–72·5). Global life expectancy at birth declined by 1·6 years (1·0–2·2) between 2019 and 2021, reversing historical trends. An increase in life expectancy was only observed in 32 (15·7%) of 204 countries and territories between 2019 and 2021. The global population reached 7·89 billion (7·67–8·13) people in 2021, by which time 56 of 204 countries and territories had peaked and subsequently populations have declined. The largest proportion of population growth between 2020 and 2021 was in sub-Saharan Africa (39·5% [28·4–52·7]) and south Asia (26·3% [9·0–44·7]). From 2000 to 2021, the ratio of the population aged 65 years and older to the population aged younger than 15 years increased in 188 (92·2%) of 204 nations. Interpretation: Global adult mortality rates markedly increased during the COVID-19 pandemic in 2020 and 2021, reversing past decreasing trends, while child mortality rates continued to decline, albeit more slowly than in earlier years. Although COVID-19 had a substantial impact on many demographic indicators during the first 2 years of the pandemic, overall global health progress over the 72 years evaluated has been profound, with considerable improvements in mortality and life expectancy. Additionally, we observed a deceleration of global population growth since 2017, despite steady or increasing growth in lower-income countries, combined with a continued global shift of population age structures towards older ages. These demographic changes will likely present future challenges to health systems, economies, and societies. The comprehensive demographic estimates reported here will enable researchers, policy makers, health practitioners, and other key stakeholders to better understand and address the profound changes that have occurred in the global health landscape following the first 2 years of the COVID-19 pandemic, and longer-term trends beyond the pandemic
Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
- Author
- Abate Kalkidan Hassen
- Abate Yohannes Habtegiorgis
- Abbafati Cristiana
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasi-Kangevari Mohsen
- Abbasian Mohammadreza
- Abbasifard Mitra
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdi Parsa
- Abdollahi Mohammad
- Abdoun Meriem
- Abdulah Deldar Morad
- Abdullahi Auwal
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abiodun Olumide
- Abiso Temesgen Lera
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Aboye Girma Beressa
- Abreu Lucas Guimarães
- Abu-Gharbieh Eman
- Abu-Zaid Ahmed
- Abualruz Hasan
- Abubakar Bilyaminu
- Abukhadijah Hana Jihad Jihad
- Aburuz Salahdein
- Adane Mesafint Molla
- Addo Isaac Yeboah
- Addolorato Giovanni
- Adedoyin Rufus Adesoji
- Adekanmbi Victor
- Aden Bashir
- Adetunji Juliana Bunmi
- Adeyeoluwa Temitayo Esther
- Adha Rishan
- Adibi Amin
- Adnani Qorinah Estiningtyas Sakilah
- Adzigbli Leticia Akua
- Afolabi Aanuoluwapo Adeyimika
- Afolabi Rotimi Felix
- Afshin Ashkan
- Afyouni Shadi
- Afzal Muhammad Sohail
- Afzal Saira
- Agampodi Suneth Buddhika
- Agbozo Faith
- Aghamiri Shahin
- Agodi Antonella
- Agrawal Anurag
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Noah
- Ahmad Shahzaib
- Ahmad Tauseef
- Ahmed Ali
- Ahmed Anisuddin
- Ahmed Ayman
- Ahmed Luai A
- Ahmed Muktar Beshir
- Ahmed Safoora
- Ahmed Syed Anees
- Ajami Marjan
- Akalu Gizachew Taddesse
- Akara Essona Matatom
- Akbarialiabad Hossein
- Akhlaghi Shiva
- Akinosoglou Karolina
- Akinyemiju Tomi
- Akkaif Mohammed Ahmed
- Akkala Sreelatha
- Akombi-Inyang Blessing
- Al Awaidy Salah
- Al Hasan Syed Mahfuz
- AL-Ahdal Tareq Mohammed Ali
- Al-Aly Ziyad
- Al-Fatly Bassam
- Al-Gheethi Adel Ali Saeed
- Al-Habbal Khairat
- Al-Marwani Sabah
- Al-Mekhlafi Hesham M
- Al-Raddadi Rajaa M
- Al-Rifai Rami Hani
- Al-Sabah Salman Khalifah
- Al-Tawfiq Jaffar A
- Al-Wardat Mohammad Sami
- Al-Worafi Yaser Mohammed
- Al-Zyoud Walid
- Alahdab Fares
- Alalalmeh Samer O
- Alalwan Tariq A
- Alam Khurshid
- Alam Nazmul
- Alanezi Fahad Mashhour
- Alanzi Turki M
- Albakri Almaza
- AlBataineh Mohammad T
- Aldhaleei Wafa A
- Aldridge Robert W
- Alemayohu Mulubirhan Assefa
- Alemu Yihun Mulugeta
- Alhabib Khalid F
- Alhassan Robert Kaba
- Ali Abid
- Ali Amjad
- Ali Beriwan Abdulqadir
- Ali Iman
- Ali Liaqat
- Ali Mohammed Usman
- Ali Rafat
- Ali Syed Shujait Shujait
- Ali Waad
- Alicandro Gianfranco
- Alif Sheikh Mohammad
- Aljunid Syed Mohamed
- Alla François
- Almustanyir Sami
- Alomari Mahmoud A
- Alonso Jordi
- Alqahtani Jaber S
- Alqutaibi Ahmed Yaseen
- Alrawashdeh Ahmad
- Alrousan Sahel Majed
- Alshahrani Najim Z
- Altaany Zaid
- Altaf Awais
- Altirkawi Khalid A
- Aluh Deborah Oyine
- Alvis-Guzman Nelson
- Alvis-Zakzuk Nelson J
- Alwafi Hassan
- Aly Hany
- Aly Safwat
- Alzoubi Karem H
- Amaechi Uchenna Anderson
- Aman Mohammadi Masous
- Amani Reza
- Amiri Sohrab
- Amirzade-Iranaq Mohammad Hosein
- Ammirati Enrico
- Amu Hubert
- Amugsi Dickson A
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- Ancuceanu Robert
- Anderlini Deanna
- Anderson Jason A
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- Angappan Dhanalakshmi
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- Antriyandarti Ernoiz
- Anuoluwa Boluwatife Stephen
- Anvari Davood
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- Anwar Saleha
- Anwar Sumadi Lukman
- Anwer Razique
- Anyabolo Ekenedilichukwu Emmanuel
- Anyasodor Anayochukwu Edward
- Apostol Geminn Louis Carace
- Arabloo Jalal
- Arabzadeh Bahri Razman
- Arafat Mosab
- Aravkin Aleksandr Y
- Areda Demelash
- Aregawi Brhane Berhe
- Aremu Abdulfatai
- Armocida Benedetta
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- Arumugam Ashokan
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- Athar Mohammad
- Athari Seyyed Shamsadin
- Atorkey Prince
- Atreya Alok
- Aujayeb Avinash
- Ausloos Marcel
- Avila-Burgos Leticia
- Awoke Andargie Abate
- Ayala Quintanilla Beatriz Paulina
- Ayatollahi Haleh
- Ayestas Portugal Carlos
- Ayuso-Mateos Jose L
- Azadnajafabad Sina
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- Bansal Hansi
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- Bärnighausen Till Winfried
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- Belgaumi Uzma Iqbal
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- Bodolica Virginia
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- Bogale Eyob Ketema
- Bolla Srinivasa Rao
- Boloor Archith
- Bonakdar Hashemi Milad
- Boppana Sri Harsha
- Bora Basara Berrak
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- Debopadhaya Shayom
- Degenhardt Louisa
- Del Bo' Cristian
- Delgado-Enciso Ivan
- Delgado-Saborit Juana Maria
- Demoze Chalachew Kassaw
- Denova-Gutiérrez Edgar
- Dervenis Nikolaos
- Dervišević Emina
- Desai Hardik Dineshbhai
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- Ed-Dra Abdelaziz
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- Emeto Theophilus I
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- Etaee Farshid
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- Fagbule Omotayo Francis
- Fahimi Saman
- Falzone Luca
- Fareed Mohammad
- Farinha Carla Sofia e Sá
- Faris MoezAlIslam Ezzat Mahmoud
- Faris Pawan Sirwan
- Faro Andre
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- Singh Jasvinder A
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- Skou Søren T
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- Subramaniyan Vetriselvan
- Suleman Muhammad
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- Vaithinathan Asokan Govindaraj
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- Verma Madhur
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- Verras Georgios-Ioannis
- Vervoort Dominique
- Villafañe Jorge Hugo
- Villalobos-Daniel Victor E
- Villani Leonardo
- Villanueva Gabriela Ines
- Vinayak Manish
- Violante Francesco S
- Vlassov Vasily
- Vo Bay
- Vollset Stein Emil
- Volovat Simona Ruxandra
- Vos Theo
- Vujcic Isidora S
- Waheed Yasir
- Wang Cong
- Wang Fang
- Wang Shu
- Wang Yanzhong
- Wang Yuan-Pang
- Wanjau Mary Njeri
- Waqas Muhammad
- Ward Paul
- Waris Abdul
- Wassie Emebet Gashaw
- Weerakoon Kosala Gayan
- Weintraub Robert G
- Weiss Daniel J
- Weiss Eli J
- Weldetinsaa Haftom Legese Legese
- Wells Katherine M
- Wen Yi Feng
- Wiangkham Taweewat
- Wickramasinghe Nuwan Darshana
- Wilkerson Caroline
- Willeit Peter
- Wilson Shadrach
- Wong Yen Jun
- Wongsin Utoomporn
- Wozniak Sarah
- Wu Chenkai
- Wu Dongze
- Wu Felicia
- Wu Zenghong
- Xia Juan
- Xiao Hong
- Xu Suowen
- Xu Xiaoyue
- Xu Yvonne Yiru
- Yadav Mukesh Kumar
- Yaghoubi Sajad
- Yamagishi Kazumasa
- Yang Lin
- Yano Yuichiro
- Yaribeygi Habib
- Yasufuku Yuichi
- Ye Pengpeng
- Yesodharan Renjulal
- Yesuf Subah Abderehim
- Yezli Saber
- Yi Siyan
- Yigzaw Zeamanuel Anteneh
- Yiğit Arzu
- Yin Dehui
- Yip Paul
- Yismaw Malede Berihun
- Yon Dong Keon
- Yonemoto Naohiro
- You Yuyi
- Younis Mustafa Z
- Yousefi Zabihollah
- Yu Chuanhua
- Yu Yong
- Zadey Siddhesh
- Zadnik Vesna
- Zakham Fathiah
- Zaki Nazar
- Zakzuk Josefina
- Zamagni Giulia
- Zaman Sojib Bin
- Zandieh Ghazal G Z
- Zanghì Aurora
- Zar Heather J
- Zare Iman
- Zarimeidani Fatemeh
- Zastrozhin Mikhail Sergeevich
- Zeng Youjie
- Zhai Chunxia
- Zhang Anthony Lin
- Zhang Haijun
- Zhang Liqun
- Zhang Meixin
- Zhang Yunquan
- Zhang Zhenyu
- Zhang Zhi-Jiang
- Zhao Hanqing
- Zhao Jeff T
- Zhao Xiu-Ju George
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Jingjing
- Zhou Juexiao
- Zhou Shangcheng
- Zhu Bin
- Zhu Lei
- Zhu Zhaohua
- Ziaeian Boback
- Ziafati Makan
- Zielińska Magdalena
- Zimsen Stephanie R M
- Zoghi Ghazal
- Zoller Thomas
- Zumla Alimuddin
- Zyoud Sa'ed H
- Zyoud Samer H
- Publication venue
- Publication date
- 01/01/2024
- Field of study
Background: Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to specific health outcomes, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 aims to provide comprehensive estimates of exposure levels, relative health risks, and attributable burden of disease for 88 risk factors in 204 countries and territories and 811 subnational locations, from 1990 to 2021. Methods: The GBD 2021 risk factor analysis used data from 54 561 total distinct sources to produce epidemiological estimates for 88 risk factors and their associated health outcomes for a total of 631 risk–outcome pairs. Pairs were included on the basis of data-driven determination of a risk–outcome association. Age-sex-location-year-specific estimates were generated at global, regional, and national levels. Our approach followed the comparative risk assessment framework predicated on a causal web of hierarchically organised, potentially combinative, modifiable risks. Relative risks (RRs) of a given outcome occurring as a function of risk factor exposure were estimated separately for each risk–outcome pair, and summary exposure values (SEVs), representing risk-weighted exposure prevalence, and theoretical minimum risk exposure levels (TMRELs) were estimated for each risk factor. These estimates were used to calculate the population attributable fraction (PAF; ie, the proportional change in health risk that would occur if exposure to a risk factor were reduced to the TMREL). The product of PAFs and disease burden associated with a given outcome, measured in disability-adjusted life-years (DALYs), yielded measures of attributable burden (ie, the proportion of total disease burden attributable to a particular risk factor or combination of risk factors). Adjustments for mediation were applied to account for relationships involving risk factors that act indirectly on outcomes via intermediate risks. Attributable burden estimates were stratified by Socio-demographic Index (SDI) quintile and presented as counts, age-standardised rates, and rankings. To complement estimates of RR and attributable burden, newly developed burden of proof risk function (BPRF) methods were applied to yield supplementary, conservative interpretations of risk–outcome associations based on the consistency of underlying evidence, accounting for unexplained heterogeneity between input data from different studies. Estimates reported represent the mean value across 500 draws from the estimate's distribution, with 95% uncertainty intervals (UIs) calculated as the 2·5th and 97·5th percentile values across the draws. Findings: Among the specific risk factors analysed for this study, particulate matter air pollution was the leading contributor to the global disease burden in 2021, contributing 8·0% (95% UI 6·7–9·4) of total DALYs, followed by high systolic blood pressure (SBP; 7·8% [6·4–9·2]), smoking (5·7% [4·7–6·8]), low birthweight and short gestation (5·6% [4·8–6·3]), and high fasting plasma glucose (FPG; 5·4% [4·8–6·0]). For younger demographics (ie, those aged 0–4 years and 5–14 years), risks such as low birthweight and short gestation and unsafe water, sanitation, and handwashing (WaSH) were among the leading risk factors, while for older age groups, metabolic risks such as high SBP, high body-mass index (BMI), high FPG, and high LDL cholesterol had a greater impact. From 2000 to 2021, there was an observable shift in global health challenges, marked by a decline in the number of all-age DALYs broadly attributable to behavioural risks (decrease of 20·7% [13·9–27·7]) and environmental and occupational risks (decrease of 22·0% [15·5–28·8]), coupled with a 49·4% (42·3–56·9) increase in DALYs attributable to metabolic risks, all reflecting ageing populations and changing lifestyles on a global scale. Age-standardised global DALY rates attributable to high BMI and high FPG rose considerably (15·7% [9·9–21·7] for high BMI and 7·9% [3·3–12·9] for high FPG) over this period, with exposure to these risks increasing annually at rates of 1·8% (1·6–1·9) for high BMI and 1·3% (1·1–1·5) for high FPG. By contrast, the global risk-attributable burden and exposure to many other risk factors declined, notably for risks such as child growth failure and unsafe water source, with age-standardised attributable DALYs decreasing by 71·5% (64·4–78·8) for child growth failure and 66·3% (60·2–72·0) for unsafe water source. We separated risk factors into three groups according to trajectory over time: those with a decreasing attributable burden, due largely to declining risk exposure (eg, diet high in trans-fat and household air pollution) but also to proportionally smaller child and youth populations (eg, child and maternal malnutrition); those for which the burden increased moderately in spite of declining risk exposure, due largely to population ageing (eg, smoking); and those for which the burden increased considerably due to both increasing risk exposure and population ageing (eg, ambient particulate matter air pollution, high BMI, high FPG, and high SBP). Interpretation: Substantial progress has been made in reducing the global disease burden attributable to a range of risk factors, particularly those related to maternal and child health, WaSH, and household air pollution. Maintaining efforts to minimise the impact of these risk factors, especially in low SDI locations, is necessary to sustain progress. Successes in moderating the smoking-related burden by reducing risk exposure highlight the need to advance policies that reduce exposure to other leading risk factors such as ambient particulate matter air pollution and high SBP. Troubling increases in high FPG, high BMI, and other risk factors related to obesity and metabolic syndrome indicate an urgent need to identify and implement interventions
Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
- Author
- Aali Amirali
- Abbafati Cristiana
- Abbas Jaffar
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasian Mohammadreza
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdelmasseh Michael
- Abdelwahab Ahmed
- Abdollahi Mohammad
- Abdoun Meriem
- Abdullahi Auwal
- Abdurehman Ame Mehadi
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abhilash ES
- Abiodun Olugbenga Olusola
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Abreu Lucas Guimarães
- Abrha Woldu Aberhe
- Abrigo Michael RM
- Abtahi Dariush
- Abu Rumeileh Samir
- Abu-Rmeileh Niveen ME
- Abu-Zaid Ahmed
- Aburuz Salahdein
- Acuna Juan Manuel
- Adair Tim
- Addo Isaac Yeboah
- Adebayo Oladimeji M
- Adegboye Oyelola A
- Adekanmbi Victor
- Aden Bashir
- Adepoju Abiola Victor
- Adetunji Charles Oluwaseun
- Adeyeoluwa Temitayo Esther
- Adeyomoye Olorunsola Israel
- Adha Rishan
- Adibi Amin
- Adikusuma Wirawan
- Adnani Qorinah Estiningtyas Sakilah
- Adra Saryia
- Afework Abel
- Afolabi Aanuoluwapo Adeyimika
- Afraz Ali
- Afyouni Shadi
- Afzal Saira
- Agasthi Pradyumna
- Aghamiri Shahin
- Agodi Antonella
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Muayyad M
- Ahmad Tauseef
- Ahmadi Keivan
- Ahmadzade Amir Mahmoud
- Ahmadzade Mohadese
- Ahmed Ayman
- Ahmed Haroon
- Ahmed Luai A
- Ahmed Muktar Beshir
- Ahmed Syed Anees
- Ajami Marjan
- Aji Budi
- Ajumobi Olufemi
- Akalu Gizachew Taddesse
- Akara Essona Matatom
- Akinosoglou Karolina
- Akkala Sreelatha
- Akyirem Samuel
- Al Hamad Hanadi
- Al Hasan Syed Mahfuz
- Al Homsi Ammar
- Al Qadire Mohammad
- AL-Ahdal Tareq Mohammed Ali
- Al-Aly Ziyad
- Al-amer Rasmieh Mustafa
- Al-Eyadhy Ayman
- Al-Gheethi Adel Ali Saeed
- Al-Hanawi Mohammed Khaled
- Al-Jumaily Adel
- Al-Marwani Sabah
- Al-Maweri Sadeq Ali Ali
- Al-Mekhlafi Hesham M
- Al-Sabah Salman Khalifah
- Al-Tawfiq Jaffar A
- Al-Worafi Yaser Mohammed
- Ala Moein
- Aladelusi Timothy Olukunle
- Alalalmeh Samer O
- Alam Khurshid
- Alam Manjurul
- Alam Zufishan
- Alanezi Fahad Mashhour
- Alanzi Turki M
- Albashtawy Mohammed
- AlBataineh Mohammad T
- Aldridge Robert W
- Alemi Sharifullah
- Alhabib Khalid F
- Alhalaiqa Fadwa Alhalaiqa Naji
- Ali Abid
- Ali Akhtar
- Ali Beriwan Abdulqadir
- Ali Hassam
- Ali Mohammed Usman
- Ali Rafat
- Ali Syed Shujait Shujait
- Ali Zahid
- Alian Samakkhah Shohreh
- Alicandro Gianfranco
- Alif Sheikh Mohammad
- Aligol Mohammad
- Alimi Rasoul
- Aliyi Ahmednur Adem
- Aljunid Syed Mohamed
- Almahmeed Wael
- Almazan Joseph Uy
- Almidani Omar
- Alomari Mahmoud A
- Alonso Nivaldo
- Alqahtani Jaber S
- Alqutaibi Ahmed Yaseen
- Altaf Awais
- Altirkawi Khalid A
- Alvi Farrukh Jawad
- Alwafi Hassan
- Aly Hany
- Alzoubi Karem H
- Amare Azmeraw T
- Ameyaw Edward Kwabena
- Amhare Abebe Feyissa
- Amin Tarek Tawfik
- Amindarolzarbi Alireza
- Aminian Dehkordi Javad
- Amiri Sohrab
- Amu Hubert
- Amugsi Dickson A
- Amzat Jimoh
- Ancuceanu Robert
- Anderlini Deanna
- Andrade Pedro Prata
- Andrei Catalina Liliana
- Andrei Tudorel
- Angappan Dhanalakshmi
- Anil Abhishek
- Anjum Afifa
- Antony Catherine M
- Antriyandarti Ernoiz
- Anuoluwa Iyadunni Adesola
- Anwar Sumadi Lukman
- Anyasodor Anayochukwu Edward
- Appiah Seth Christopher Yaw
- Aqeel Muhammad
- Arab-Zozani Morteza
- Arabloo Jalal
- Arabzadeh Bahri Razman
- Arafat Mosab
- Aravkin Aleksandr Y
- Araújo Ana Margarida
- Aremu Abdulfatai
- Ariffin Hany
- Aripov Timur
- Armocida Benedetta
- Arooj Mahwish
- Artamonov Anton A
- Artanti Kurnia Dwi
- Arulappan Judie
- Aruleba Idowu Thomas
- Aruleba Raphael Taiwo
- Arumugam Ashokan
- Asaad Malke
- Asgary Saeed
- Ashemo Mubarek Yesse
- Ashraf Muhammad
- Asika Marvellous O
- Athari Seyyed Shamsadin
- Atout Maha Moh'd Wahbi
- Atreya Alok
- Attia Sameh
- Aujayeb Avinash
- Avan Abolfazl
- Awotidebe Adedapo Wasiu
- Ayala Quintanilla Beatriz Paulina
- Ayanore Martin Amogre
- Ayele Getnet Melaku
- Ayuso-Mateos Jose L
- Ayyoubzadeh Seyed Mohammad
- Azadnajafabad Sina
- Azhar Gulrez Shah
- Aziz Shahkaar
- Azzam Ahmed Y
- Babashahi Mina
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- Badar Muhammad
- Badawi Alaa
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- Baghdadi Soroush
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- Bahadorikhalili Saeed
- Bai Jianjun
- Bai Ruhai
- Baker Jennifer L
- Bakkannavar Shankar M
- Bako Abdulaziz T
- Balakrishnan Senthilkumar
- Balogun Saliu A
- Baltatu Ovidiu Constantin
- Bam Kiran
- Banach Maciej
- Bandyopadhyay Soham
- Banik Biswajit
- Banik Palash Chandra
- Bansal Hansi
- Barati Shirin
- Barchitta Martina
- Bardhan Mainak
- Barker-Collo Suzanne Lyn
- Barone-Adesi Francesco
- Barqawi Hiba Jawdat
- Barr Ronald D
- Barrero Lope H
- Basharat Zarrin
- Bashir Asma'u IJ
- Bashiru Hameed Akande
- Baskaran Pritish
- Basnyat Buddha
- Bassat Quique
- Basso João Diogo
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- Batra Kavita
- Batra Ravi
- Baune Bernhard T
- Bayati Mohsen
- Bayileyegn Nebiyou Simegnew
- Beaney Thomas
- Bedi Neeraj
- Begum Tahmina
- Behboudi Emad
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- Bejarano Ramirez Diana Fernanda
- Belgaumi Uzma Iqbal
- Bell Michelle L
- Bello Aminu K
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- Bello Olorunjuwon Omolaja
- Belo Luis
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- Bendak Salaheddine
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- Berman Adam E
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- Bettencourt Paulo JG
- Beyene Habtamu B
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- Bhagat Devidas S
- Bhagavathula Akshaya Srikanth
- Bhala Neeraj
- Bhalla Ashish
- Bhandari Dinesh
- Bhardwaj Nikha
- Bhardwaj Pankaj
- Bhardwaj Prarthna V
- Bhargava Ashish
- Bhaskar Sonu
- Bhat Vivek
- Bhatti Gurjit Kaur
- Bhatti Jasvinder Singh
- Bhatti Manpreet S
- Bhatti Rajbir
- Bhutta Zulfiqar A
- Bikbov Boris
- Binmadi Nada
- Bintoro Bagas Suryo
- Biondi Antonio
- Bisignano Catherine
- Bisulli Francesca
- Biswas Atanu
- Biswas Raaj Kishore
- Bitaraf Saeid
- Bjørge Tone
- Bleyer Archie
- Boampong Mary Sefa
- Bodolica Virginia
- Bodunrin Aadam Olalekan
- Bolarinwa Obasanjo Afolabi
- Bonakdar Hashemi Milad
- Bonny Aime
- Bora Basara Berrak
- Bora Kaustubh
- Borodo Safiya Bala
- Borschmann Rohan
- Botero Carvajal Alejandro
- Bouaoud Souad
- Boudalia Sofiane
- Boyko Edward J
- Bragazzi Nicola Luigi
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- Burkart Katrin
- Burns Richard A
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- Butt Zahid A
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- Cai Tianji
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- Carr Sinclair
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- Carvalho Felix
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- Castaldelli-Maia Joao Mauricio
- Castañeda-Orjuela Carlos A
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- Catapano Alberico L
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- Chacón-Uscamaita Pamela R Uscamaita
- Chahine Yaacoub
- Chakraborty Chiranjib
- Chan Jeffrey Shi Kai
- Chang Chin-Kuo
- Charalampous Periklis
- Charan Jaykaran
- Chattu Vijay Kumar
- Chatzimavridou-Grigoriadou Victoria
- Chavula Malizgani Paul
- Cheema Huzaifa Ahmad
- Chen An-Tian
- Chen Haowei
- Chen Lingxiao
- Chen Meng Xuan
- Chen Simiao
- Cherbuin Nicolas
- Chew Derek S
- Chi Gerald
- Chirinos-Caceres Jesus Lorenzo
- Chitheer Abdulaal
- Cho So Mi Jemma
- Cho William CS
- Chong Bryan
- Chopra Hitesh
- Choudhary Rahul
- Chowdhury Rajiv
- Chu Dinh-Toi
- Chukwu Isaac Sunday
- Chung Eric
- Chung Eunice
- Chung Sheng-Chia
- Cini Karly I
- Clark Cain CT
- Coberly Kaleb
- Columbus Alyssa
- Comfort Haley
- Conde Joao
- Conti Sara
- Cortesi Paolo Angelo
- Costa Vera Marisa
- Cousin Ewerton
- Cowden Richard G
- Criqui Michael H
- Cruz-Martins Natália
- Culbreth Garland T
- Cullen Patricia
- Cunningham Matthew
- Cámera Luis Alberto
- Cárdenas Rosario
- D'Amico Emanuele
- da Silva e Silva Daniel
- Dadana Sriharsha
- Dadras Omid
- Dai Zhaoli
- Dalal Koustuv
- Dalli Lachlan L
- Damiani Giovanni
- Daneshvar Sara
- Darwesh Aso Mohammad
- Das Jai K
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- Davis Weaver Nicole
- Davletov Kairat
- De Leo Diego
- Debele Aklilu Tamire
- Degenhardt Louisa
- Dehbandi Reza
- Deitesfeld Lee
- Delgado-Enciso Ivan
- Delgado-Ortiz Laura
- Demant Daniel
- Demessa Berecha Hundessa
- Demetriades Andreas K
- Deng Xinlei
- Denova-Gutiérrez Edgar
- Deribe Kebede
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- Des Jarlais Don C
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- Deuba Keshab
- Devanbu Vinoth Gnana Chellaiyan
- Dey Sourav
- Dhali Arkadeep
- Dhama Kuldeep
- Dhimal Mandira Lamichhane
- Dhimal Meghnath
- Dhingra Sameer
- Dias da Silva Diana
- Diaz Daniel
- Dima Adriana
- Ding Delaney D
- Dirac M Ashworth
- Dixit Abhinav
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- do Prado Camila Bruneli
- Do Thanh Chi
- Do Thao Huynh Phuong
- Dodangeh Masoud
- Dokova Klara Georgieva
- Dolecek Christiane
- Dorsey E Ray
- dos Santos Wendel Mombaque
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- Ebenezer Oluwakemi
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- Ed-Dra Abdelaziz
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- Edvardsson David
- Edvardsson Kristina
- Efendi Defi
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- Eghdami Shayan
- Eikemo Terje Andreas
- Eini Ebrahim
- Ekholuenetale Michael
- Ekpor Emmanuel
- Ekundayo Temitope Cyrus
- El Arab Rabie Adel
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- Emeto Theophilus I
- Engelbert Bain Luchuo
- Erkhembayar Ryenchindorj
- Eshetie Tesfahun C
- Eskandarieh Sharareh
- Espinosa-Montero Juan
- Estep Kara
- Etaee Farshid
- Eze Ugochukwu Anthony
- Fabin Natalia
- Fadaka Adewale Oluwaseun
- Fagbamigbe Adeniyi Francis
- Fahimi Saman
- Falzone Luca
- Farinha Carla Sofia E Sá
- Faris MoezAlIslam Ezzat Mahmoud
- Farjoud Kouhanjani Mohsen
- Faro Andre
- Farrokhpour Hossein
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- Fauk Nelsensius Klau
- Fazeli Pooria
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- Galehdar Nasrin
- Gallus Silvano
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- Ghailan Khalid Yaser
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- Ghanbarnia Mohammad Javad
- Ghasemi MohammadReza
- Ghasemzadeh Afsaneh
- Ghassemi Fariba
- Ghazy Ramy Mohamed
- Ghimire Sailaja
- Gholamian Asadollah
- Gholamrezanezhad Ali
- Ghorbani Vajargah Pooyan
- Ghozali Ghozali
- Ghozy Sherief
- Ghuge Arun Digambarrao
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- Goyal Anmol
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- Guarducci Giovanni
- Gubari Mohammed Ibrahim Mohialdeen
- Gudeta Mesay Dechasa
- Guha Avirup
- Guicciardi Stefano
- Gunawardane Damitha Asanga
- Gunturu Sasidhar
- Guo Cui
- Gupta Anish Kumar
- Gupta Bhawna
- Gupta Indarchand Ratanlal
- Gupta Rajat Das
- Gupta Sapna
- Gupta Veer Bala
- Gupta Vijai Kumar
- Gupta Vivek Kumar
- Gutiérrez Reyna Alma
- Göbölös Laszlo
- Habibzadeh Farrokh
- Habibzadeh Parham
- Hachinski Vladimir
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- Shiani Amir
- Shibuya Kenji
- Shiferaw Desalegn
- Shigematsu Mika
- Shin Jae Il
- Shin Min-Jeong
- Shiri Rahman
- Shirkoohi Reza
- Shittu Aminu
- Shiue Ivy
- Shivakumar KM
- Shivarov Velizar
- Shool Sina
- Shrestha Sunil
- Shuja Kanwar Hamza
- Shuval Kerem
- Si Yafei
- Sibhat Migbar Mekonnen
- Siddig Emmanuel Edwar
- Sigfusdottir Inga Dora
- Silva João Pedro
- Silva Luís Manuel Lopes Rodrigues
- Silva Soraia
- Simpson Colin R
- Simões Jorge Piano
- Singal Anjali
- Singh Abhinav
- Singh Aditya
- Singh Ambrish
- Singh Balbir Bagicha
- Singh Baljinder
- Singh Mahendra
- Singh Mayank
- Singh Narinder Pal
- Singh Paramdeep
- Singh Surjit
- Siraj Md Shahjahan
- Sitas Freddy
- Sivakumar Shravan
- Skryabin Valentin Yurievich
- Skryabina Anna Aleksandrovna
- Sleet David A
- Slepak Erica Leigh N
- Sohrabi Hanye
- Soleimani Hamidreza
- Soliman Sameh SM
- Solmi Marco
- Solomon Yonatan
- Song Yimeng
- Sorensen Reed JD
- Soriano Joan B
- Soyiri Ireneous N
- Spartalis Michael
- Sreeramareddy Chandrashekhar T
- Starnes Joseph R
- Starodubov Vladimir I
- Starodubova Antonina V
- Stefan Simona Cătălina
- Stein Dan J
- Steinbeis Fridolin
- Steiropoulos Paschalis
- Stockfelt Leo
- Stokes Mark A
- Stortecky Stefan
- Stranges Saverio
- Stroumpoulis Konstantinos
- Suleman Muhammad
- Suliankatchi Abdulkader Rizwan
- Sultana Abida
- Sun Jing
- Sunkersing David
- Susanty Sri
- Swain Chandan Kumar
- Sykes Bryan L
- Szarpak Lukasz
- Szeto Mindy D
- Szócska Miklós
- Tabaee Damavandi Payam
- Tabatabaei Malazy Ozra
- Tabatabaeizadeh Seyed-Amir
- Tabatabai Shima
- Tabb Karen M
- Tabish Mohammad
- Taborda-Barata Luis M
- Tabuchi Takahiro
- Tadesse Birkneh Tilahun
- Taheri Abkenar Yasaman
- Taheri Soodejani Moslem
- Taheri Amirmasoud
- Taherkhani Amir
- Taiba Jabeen
- Tajbakhsh Ardeshir
- Talaat Iman M
- Talukder Ashis
- Tamuzi Jacques Lukenze
- Tan Ker-Kan
- Tang Haosu
- Tang Hong K
- Tat Nathan Y
- Tat Vivian Y
- Tavakoli Oliaee Razieh
- Tavangar Seyed Mohammad
- Taveira Nuno
- Tebeje Tsion Mulat
- Tefera Yibekal Manaye
- Teimoori Mojtaba
- Temsah Mohamad-Hani
- Temsah Reem Mohamad Hani
- Teramoto Masayuki
- Tesfaye Solomon Hailemariam
- Thangaraju Pugazhenthan
- Thankappan Kavumpurathu Raman
- Thapa Rajshree
- Thapar Rekha
- Thomas Nihal
- Thrift Amanda G
- Thum Chern Choong Chern
- Tian Jing
- Tichopad Ales
- Ticoalu Jansje Henny Vera
- Tiruye Tenaw Yimer
- Tohidast Seyed Abolfazl
- Tonelli Marcello
- Touvier Mathilde
- Tovani-Palone Marcos Roberto
- Tram Khai Hoan
- Tran Nghia Minh
- Trico Domenico
- Trihandini Indang
- Tromans Samuel Joseph
- Truong Vien T
- Truyen Thien Tan Tri Tai
- Tsermpini Evangelia Eirini
- Tumurkhuu Munkhtuya
- Tung Kang
- Tyrovolas Stefanos
- Ubah Chukwudi S
- Udoakang Aniefiok John
- Udoh Arit
- Ulhaq Inam
- Ullah Saeed
- Ullah Sana
- Umair Muhammad
- Umar Tungki Pratama
- Umeokonkwo Chukwuma David
- Umesh Anushri
- Unim Brigid
- Unnikrishnan Bhaskaran
- Upadhyay Era
- Urso Daniele
- Vacante Marco
- Vahdani Amir Mohammad
- Vaithinathan Asokan Govindaraj
- Valadan Tahbaz Sahel
- Valizadeh Rohollah
- Van den Eynde Jef
- Varavikova Elena
- Varga Orsolya
- Varma Siddhartha Alluri
- Vart Priya
- Varthya Shoban Babu
- Vasankari Tommi Juhani
- Veerman Lennert J
- Venketasubramanian Narayanaswamy
- Venugopal Deneshkumar
- Verghese Nicholas Alexander
- Verma Madhur
- Verma Pratibha
- Veroux Massimiliano
- Verras Georgios-Ioannis
- Vervoort Dominique
- Vieira Rafael José
- Villafañe Jorge Hugo
- Villani Leonardo
- Villanueva Gabriela Ines
- Villeneuve Paul J
- Violante Francesco S
- Visontay Rachel
- Vlassov Vasily
- Vo Bay
- Vollset Stein Emil
- Volovat Simona Ruxandra
- Volovici Victor
- Vongpradith Avina
- Vos Theo
- Vujcic Isidora S
- Vukovic Rade
- Wado Yohannes Dibaba
- Wafa Hatem A
- Waheed Yasir
- Wamai Richard G
- Wang Cong
- Wang Denny
- Wang Fang
- Wang Shu
- Wang Song
- Wang Yanzhong
- Wang Yuan-Pang
- Ward Paul
- Watson Stefanie
- Weaver Marcia R
- Weerakoon Kosala Gayan
- Weiss Daniel J
- Weldemariam Abrha Hailay
- Wells Katherine M
- Wen Yi Feng
- Werdecker Andrea
- Westerman Ronny
- Wickramasinghe Dakshitha Praneeth
- Wickramasinghe Nuwan Darshana
- Wijeratne Tissa
- Wilson Shadrach
- Wojewodzic Marcin W
- Wool Eve E
- Woolf Anthony D
- Wu Dongze
- Wulandari Ratna Dwi
- Xiao Hong
- Xu Bin
- Xu Xiaoyue
- Yadav Lalit
- Yaghoubi Sajad
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Ye Pengpeng
- Yesera Gesila Endashaw
- Yesodharan Renjulal
- Yesuf Subah Abderehim
- Yip Paul
- Yiğit Arzu
- Yiğit Vahit
- Yon Dong Keon
- Yonemoto Naohiro
- You Yuyi
- Younis Mustafa Z
- Yu Chuanhua
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zahedi Mohammad
- Zahid Muhammad Nauman
- Zahir Mazyar
- Zakham Fathiah
- Zaki Nazar
- Zakzuk Josefina
- Zamagni Giulia
- Zaman Burhan Abdullah
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zandi Milad
- Zandieh Ghazal GZ
- Zanghì Aurora
- Zare Iman
- Zastrozhin Mikhail Sergeevich
- Zeariya Mohammed GM
- Zeng Youjie
- Zhai Chunxia
- Zhang Chen
- Zhang Haijun
- Zhang Hongwei
- Zhang Yunquan
- Zhang Zhaofeng
- Zhang Zhenyu
- Zhao Hanqing
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Zhaohua
- Ziaeefar Pardis
- Zielińska Magdalena
- Zou Zhiyong
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Šekerija Mario
- Publication venue
- 'Elsevier BV'
- Publication date
- 11/03/2024
- Field of study
BACKGROUND: Estimates of demographic metrics are crucial to assess levels and trends of population health outcomes. The profound impact of the COVID-19 pandemic on populations worldwide has underscored the need for timely estimates to understand this unprecedented event within the context of long-term population health trends. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 provides new demographic estimates for 204 countries and territories and 811 additional subnational locations from 1950 to 2021, with a particular emphasis on changes in mortality and life expectancy that occurred during the 2020–21 COVID-19 pandemic period. METHODS: 22 223 data sources from vital registration, sample registration, surveys, censuses, and other sources were used to estimate mortality, with a subset of these sources used exclusively to estimate excess mortality due to the COVID-19 pandemic. 2026 data sources were used for population estimation. Additional sources were used to estimate migration; the effects of the HIV epidemic; and demographic discontinuities due to conflicts, famines, natural disasters, and pandemics, which are used as inputs for estimating mortality and population. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate under-5 mortality rates, which synthesised 30 763 location-years of vital registration and sample registration data, 1365 surveys and censuses, and 80 other sources. ST-GPR was also used to estimate adult mortality (between ages 15 and 59 years) based on information from 31 642 location-years of vital registration and sample registration data, 355 surveys and censuses, and 24 other sources. Estimates of child and adult mortality rates were then used to generate life tables with a relational model life table system. For countries with large HIV epidemics, life tables were adjusted using independent estimates of HIV-specific mortality generated via an epidemiological analysis of HIV prevalence surveys, antenatal clinic serosurveillance, and other data sources. Excess mortality due to the COVID-19 pandemic in 2020 and 2021 was determined by subtracting observed all-cause mortality (adjusted for late registration and mortality anomalies) from the mortality expected in the absence of the pandemic. Expected mortality was calculated based on historical trends using an ensemble of models. In location-years where all-cause mortality data were unavailable, we estimated excess mortality rates using a regression model with covariates pertaining to the pandemic. Population size was computed using a Bayesian hierarchical cohort component model. Life expectancy was calculated using age-specific mortality rates and standard demographic methods. Uncertainty intervals (UIs) were calculated for every metric using the 25th and 975th ordered values from a 1000-draw posterior distribution. FINDINGS: Global all-cause mortality followed two distinct patterns over the study period: age-standardised mortality rates declined between 1950 and 2019 (a 62·8% [95% UI 60·5–65·1] decline), and increased during the COVID-19 pandemic period (2020–21; 5·1% [0·9–9·6] increase). In contrast with the overall reverse in mortality trends during the pandemic period, child mortality continued to decline, with 4·66 million (3·98–5·50) global deaths in children younger than 5 years in 2021 compared with 5·21 million (4·50–6·01) in 2019. An estimated 131 million (126–137) people died globally from all causes in 2020 and 2021 combined, of which 15·9 million (14·7–17·2) were due to the COVID-19 pandemic (measured by excess mortality, which includes deaths directly due to SARS-CoV-2 infection and those indirectly due to other social, economic, or behavioural changes associated with the pandemic). Excess mortality rates exceeded 150 deaths per 100 000 population during at least one year of the pandemic in 80 countries and territories, whereas 20 nations had a negative excess mortality rate in 2020 or 2021, indicating that all-cause mortality in these countries was lower during the pandemic than expected based on historical trends. Between 1950 and 2021, global life expectancy at birth increased by 22·7 years (20·8–24·8), from 49·0 years (46·7–51·3) to 71·7 years (70·9–72·5). Global life expectancy at birth declined by 1·6 years (1·0–2·2) between 2019 and 2021, reversing historical trends. An increase in life expectancy was only observed in 32 (15·7%) of 204 countries and territories between 2019 and 2021. The global population reached 7·89 billion (7·67–8·13) people in 2021, by which time 56 of 204 countries and territories had peaked and subsequently populations have declined. The largest proportion of population growth between 2020 and 2021 was in sub-Saharan Africa (39·5% [28·4–52·7]) and south Asia (26·3% [9·0–44·7]). From 2000 to 2021, the ratio of the population aged 65 years and older to the population aged younger than 15 years increased in 188 (92·2%) of 204 nations. INTERPRETATION: Global adult mortality rates markedly increased during the COVID-19 pandemic in 2020 and 2021, reversing past decreasing trends, while child mortality rates continued to decline, albeit more slowly than in earlier years. Although COVID-19 had a substantial impact on many demographic indicators during the first 2 years of the pandemic, overall global health progress over the 72 years evaluated has been profound, with considerable improvements in mortality and life expectancy. Additionally, we observed a deceleration of global population growth since 2017, despite steady or increasing growth in lower-income countries, combined with a continued global shift of population age structures towards older ages. These demographic changes will likely present future challenges to health systems, economies, and societies. The comprehensive demographic estimates reported here will enable researchers, policy makers, health practitioners, and other key stakeholders to better understand and address the profound changes that have occurred in the global health landscape following the first 2 years of the COVID-19 pandemic, and longer-term trends beyond the pandemic. FUNDING: Bill & Melinda Gates Foundation
25 Signatures
- Author
- Abe Taro
- Ackles Rob
- Alumni Association
- Amy Tracey
- Anonymous
- Armstrong Angelique M.
- Bell Roberley
- Bowes Lisa
- Brandlin Jessica T.
- Bress Maura
- Chmiel Krista
- Cook Peter
- Cucici Vince
- D'Amico Amy
- Dailey Amanda
- David Timothy
- Donatelli Ralph F.
- Ejbisz Jillian M.
- Evans Noelle
- Feldmeyer Arispa
- Glynn Pat
- Gratton Whitney
- Greb John D.
- Hassan Nubia
- Henry Andrew
- Hoffman Phyllis
- InDesign
- Iwano Elaine S.
- Johnson Alexandra
- Kidane Ream
- Kuchta Kevin
- Kunz Jennifer
- Lee Jason
- Lovin' Cup
- McVicker Alexis G.
- Office of the Provost
- Parker Dan
- Peters Ken
- Romnsky Andrea
- Ryburn Phil
- Saehloff Nicole
- Schindel Tyler
- Seaman Jennifer
- Sears Erika
- Shand Matthew
- Shaw Lindsay
- Slavin Spencer
- Spann Tashana
- Stahl Benjamin
- Steblan Brian M.
- Steinhardt F. Page
- unknown
- Whyte Aimee Kirsten
- Wveit Janet Van
- Publication venue
- Rochester Institute of Technology
- Publication date
- 01/01/2009
- Field of study
175 Issue 251985 Issue 11986 Issue 21987 Issue 31988 Issue 41989 Issue 51990 Issue 61991 Issue 71992 Issue 81993 Issue 91994 Issue 101995 Issue 111997 Issue 121998 Issue 131999 Issue 142000 Issue 152001 Issue 162002 Issue 172003 Issue 182004 Issue 192005 Issue 202006 Issue 212007 Issue 222008 Issue 232009 Issue 2
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Aasiyah Rashan
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agamemnon Bakakos
- Agn??s Meybeck
- Agn??s Sommet
- Agnieszka Oldakowska
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J. Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Ali Rehan
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M. Meynert
- Alistair Nichol
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- AM Udara Lakshan Attanyake
- Am??lie Valran
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Lester-Grant
- Amy Stone
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Tveita
- Andr?? Cabie
- Andr?? Dias
- Andr?? Roberto
- Andr??s Orquera
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Hershey
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-H??l??ne Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B. Docherty
- Annmarie O'Callaghan
- Ansley Hamer
- Ant??nio Mesquita
- Anthony Gordon
- Anthony L. Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Ars??ne Kpangon
- Arsalan Rahutullah
- Arshad Taqi
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashok Kumar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aur??lie Papadopoulos
- Aur??lie Veislinger
- Aur??lie Wiedemann
- Aurelius Bonfasius
- Aurore Bousquet
- Axelle Braconnier
- Azlan Mat Soom
- Azrina Ralib
- B. P. Sanka Ruwan Sri Darshana
- B??n??dicte Lefebvre
- B??n??dicte Rossignol
- Bailey Cassandra
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Basanta Gauli
- Basri Mat Nor
- Beatrice Alex
- Beatriz Amorim Beltr??o
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Beno??t Roze
- Beno??t Thill
- Benoit Visseaux
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Bipin Karki
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- C??cile Goujard
- C??cile Mear-Passard
- C??cile Tromeur
- C??cile Yelnik
- C??dric Joseph
- C??dric Laou??nan
- C??line Dorival
- C??line Ficko
- C??line Michelanglei
- C??sar Vieira
- Caitriona Cody
- Calvin Wong
- Cameron J. Fairfield
- Camile Bouisse
- Camille Couffignal
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlo Giaquinto
- Carlos Alexandre Antunes de Brito
- Carlos Lumbreras Bermejo
- Carlos M. Luna
- Carlos Pimentel
- Carmen Infante Dominguez
- Carola Pierobon
- Carolien van Netten
- Caroline Cullen
- Caroline Kosgei
- Caroline Martins Rego
- Caroline Mudara
- Caroline Semaille
- Carolline Araujo
- Carrol Gamble
- Cassidy Codan
- Cassie Lawrence
- Catarina Pires
- Catarina Silva
- Catherine A. Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L. Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
- Cecilia Canepa
- Ceila Maria Sant`Ana Malaque
- Celina Turchi Martelli
- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charbel Maroun Eid
- Charlene Da Silveira
- Charles Crepy D'Orleans
- Charline Vauchy
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Cheryl Bartone
- Chian Hui Yeoh
- Chiara Robba
- Chiara Simona Cardellino
- Chiara Vitiello
- Chih-Hsien Wang
- Chloe Carpenter
- Chloe Donohue
- Chris Kandel
- Chris McKay
- Christel Arnold-Day
- Christelle Chantalat Auger
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Buesaquillo
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christl A. Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A. Green
- Christy Kay
- Ciara Doran
- Cl??ment Le Bihan
- Claire Andrejak
- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clarice Tanaka
- Clark D. Russell
- Clark Owyang
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- Clotilde Allavena
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Coline Jaud-Fischer
- Colleen Curran
- Conar O'Neil
- Coralie Khan
- Coralie Tardivon
- Corine Delsing
- Corinne Daniel
- Cornelius Rau
- Courtney Greene
- Cristinava Vajdovics
- Cynthia Alegre
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Damien Traynor
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Marino
- Daniel Mathieu
- Daniel Munblit
- Daniel Perez
- Daniel Plotkin
- Daniela Guerreiro
- Danielle Jaafar
- Darakhshan Kanwal
- Darren Dahly
- Darshana Hewa Kandamby
- Dave Nagpal
- David Bellemare
- David Dean
- David L. Robertson
- David Maslove
- David Maslove
- David Molina
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- David S. Y. Ong
- David Stuart
- David Thomson
- David Zucman
- Davide Chiumello
- Dawn Higgins
- Debby Bogaert
- Decy Subekti
- Deepak Vijayan
- Deepali Kumar
- Deepashankari Suppiah
- Dehbia Benkerrou
- Deirdre Flynn
- Delphine Bachelet
- Delphine Bergeaud
- Delphine Lariviere
- Demetrios Kutsogiannis
- Denis Butnaru
- Denis Garot
- Denis Malvy
- Denisa Khoo
- Denise Battaglini
- Denise Foster
- Denise Jaworsky
- Denise Richardson
- Denisse Bazan Dow
- Derbrenn OConnor
- Desy Rusmawatiningtyas
- Detlef Kindgen-Milles
- Devachandran Jayakumar
- Devika Dixit
- Dewi Guellec
- Diana Adri??o
- Diana P??voas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Bastos
- Diego de Mendoza
- Diego Fernando Bautista Rincon
- Diego Franch-Llasat
- Diego Rolando Morocho Tutillo
- Dimitra Melia Myrodia
- Dinesh Kuriakose
- Diogo Borges
- Diogo Lopes
- Diptesh Aryal
- Djura Piersma
- Domenico Luca Grieco
- Dominic So
- Dominique Deplanque
- Dominique Luton
- Dori-Ann Martin
- Dorothea Rosenberger
- Dorothy Breen
- Doug Robb
- Dounia Bouhmani
- Douwe F. Postma
- Dr Marianne Fraher
- Dubravka Supic
- Duc Nguyen
- Duong Bich Thuy
- Dyah Kanyawati
- Dzawani Muhamad
- Ebenezer Rabindrarajan
- Ed Carton
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhilin Higgins
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elaine McPartlan
- Elena Gallego Curto
- Elena Molinos
- Elias Iosifidis
- Elisa Demonchy
- Elisabeth Adam
- Elisabeth Botelho-Nevers
- Elisabetta Spinuzza
- Elise Artaud-Macari
- Elizabeth Ashley
- Ellen Shadowitz
- Elodie Curlier
- Elsa Nyamankolly
- Else Quist-Paulsen
- Ema Leal
- Eman Al Qasim
- Emanuele Durante-Mangoni
- Emily Martin
- Emily Neumann
- Emily Somers
- Emma C. Thomson
- Emma Clarke
- Emma Costigan
- Emmanuel Roilides
- Emmanuelle A Dankwa
- Emmanuelle Denis
- Emmanuelle Mercier
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- Eric Gnall
- Eric Oziol
- Eric Senneville
- Erica Bak
- Erlina Burhan
- Erni Nelwan
- Ernita Akmal
- Erwan Fourn
- Erwan L'Her
- Esteban Garcia-Gallo
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Evelyne Kestelyn
- Evert-Jan Wils
- Ewa Talarek
- Ewen M. Harrison
- F??lix Djossou
- Fabian Patauner
- Fabio Guarracino
- Fabio S. Taccone
- Fabrice Laine
- Fakhir Haidri
- Fanny Vuotto
- Fara Diop
- Farah Nadiah Bidin
- Federico D'Amico
- Felwa Bin Humaid
- Fernando Augusto Bozza
- Fernando Maltez
- Fernando Rainieri
- Ferran Roche-Campo
- Ferruccio Mele
- Filipa Br??s Monteiro
- Filipa Cardoso
- Filipa Sequeira
- Filipe Cardoso
- Filomena Boccia
- Fiona Griffiths
- Fionnuala O Brien
- Firouz?? Bani-Sadr
- Fivzia Herekar
- Fl??vio Marino
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- Fr??d??rick D???Aragon
- Fran??ois Angoulvant
- Fran??ois Bissuel
- Fran??ois Bompart
- Fran??ois Dubos
- Fran??ois Goehringer
- Fran??ois Lamontagne
- Fran??ois Lellouche
- Fran??ois Martin Carrier
- Fran??ois T??oul??
- Fran??ois-Xavier Catherine
- Fran??ois-Xavier Ferrand
- Fran??ois-Xavier Lescure
- France Mentr??
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- Frank Bloos
- Frank Manetta
- Frank Olav Pettersen
- Fredrik Muller
- Gabriel Macheda
- Gabriel Suen
- Gabriele Sales
- Gabrielle Ragazzo
- Gail Carson
- Galyna Kutsyna
- Gamage Dona Dilanthi Priyadarshani
- Gan Ee Xian
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- Gayle Carney
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- Gezy Giwangkancana
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- Gianluigi Li Bassi
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- Giri Shan Rajahram
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- Gloria Crowl
- Gr??gory Corvaisier
- Graham S. Cooke
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- Gregory Purcell
- Gretchen Lemmink
- Gry Kloumann Bekken
- Gugapriyaa Muyandy
- Guillame Louis
- Guillaume Lingas
- Guillaume Martin-Blondel
- Guillermo Giordano
- Guillermo Maestro de la Calle
- Guylaine Castor-Alexandre
- Gwena??l Le Moal
- Gwenha??l Colin
- Gyan Sandhu
- H M Upulee Pabasara
- H??l??ne Esperou
- H??l??ne Salvator
- Ha Sha Lene
- Haixia Shi
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- Henk Vanoverschelde
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- Henry Castrill??n
- Hernando Torres-Zevallos
- Herv?? Le Nagard
- Hiba Zayyad
- Hikombo Hitoto
- Himed Musaab
- Hiroaki Hiraiwa
- Hiroaki Shimizu
- Hiroyuki Tanaka
- Hiu Jian Chua
- Hodane Yonis
- Hoi Ping Shum
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- Huda Taqdees
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- Hugo Mouquet
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- Imrana Khalid
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- Ingrid G. Bustos
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- Isabelle Pironneau
- Issrah Jawad
- Ithan D. Peltan
- Ivo Castro
- J Kevin Baird
- J. Kenneth Baillie
- J. Perren Cobb
- J??r??me Dimet
- J??r??mie Guedj
- J??r??mie Pasquier
- Jack Song Chia
- Jacky Y. Suen
- Jacobien Ellerbroek
- Jade Ghosn
- Jae Burm Kim
- Jaganathan Selvanayagam
- Jai Madhok
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- James Lee
- James Scott-Brown
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- Janet Liang
- Janet T. Scott
- Jaques Sztajnbok
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- Jason Bouziotis
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- Javier Osatnik
- Jean Baptiste Assie
- Jean Christophe Lucet
- Jean Foley
- Jean-Beno??t Arlet
- Jean-Charles Gagnard
- Jean-Charles Preiser
- Jean-Christophe Goffard
- Jean-Daniel Lelievre
- Jean-Fran??ois Payen
- Jean-Fran??ois Timsit
- Jean-Luc Diehl
- Jean-Marc Chapplain
- Jean-Marie Turmel
- Jean-S??bastien Hulot
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- Jenny Lennon
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- Jimmy Mullaert
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- Jo Dalton
- Jo??o Alves
- Jo??o Cam
- Jo??o Estev??o
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- Jo??o Melo Alves
- Jo??o Oliveira
- Jo??o Teixeira
- Joan G??mez-Junyent
- Joana Ferr??o
- Joanne Downey
- Joao Joao Mendes
- Joaqu??n Baruch
- Jodat Saleem
- Jodat Saleem
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- Johannes Gebauer
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- John F. Fraser
- John G. Laffey
- John Marshall
- Johnny McKeown
- Jolanta Popielska
- Jonathan Chua
- Jonathan Crump
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- Jonathan Samuel Ch??vez I??iguez
- Jordan Zhien Yang Toh
- Jordi Rello
- Jordi Riera
- Jorge Dantas
- Jorge Fernandes
- Jorge Paulos
- Jos?? Casimiro
- Jos?? Ernesto Vidal
- Jos?? Luis Bernal Sobrino
- Jos?? Miguel Cisneros Herreros
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- Jose I Nunez
- Jose M. Mandei
- Jose Pedro Cidade
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- Keibun Liu
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- Ker Hong Bee
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- Kim Keat Tan
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- Kizy Sanchez de Oliveira
- Koji Hoshino
- Kok Wei Hao
- Kollengode Ramanathan
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- Konrad Zawadka
- Konstantinos Kyriakoulis
- Konstantinos Syrigos
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- Kristian Tonby
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- Kusum Menon
- Kyle Gomez
- Laetitia Bodenes
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- Lara Absil
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- Larissa Oliveira
- Lars Heggelund
- Lars S. Maier
- Laur??ne Azemar
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- Laurence Maulin
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- Laveena Munshi
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- Leong Chee Loon
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- Letizia Lucia Florio
- Liadain Reid
- Liadain Reid
- Liem Luong
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- Lim Yuen Han
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- Lionel Piroth
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- Liv Hesstvedt
- Lorenzo Bertolino
- Lorenzo Grazioli
- Lorna Murphy
- Lorraine McAndrew
- Louis Gerbaud Morlaes
- Louise Sigfrid
- Lovkesh Arora
- Lu??s Bento
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- Lu??s Val-Flores
- Luca Brazzi
- Lucia Moro
- Lucia Proen??a
- Lucian Durham III
- Lucie Le Fevre
- Lucille Blumberg
- Luis Felipe Reyes
- Luis Melo
- Luis Periel
- Luisa Quesada
- Lukas Arenz
- Lysa Tagherset
- M Azhari Taufik
- M??lanie Roriz
- M??rio Ferraz
- Ma??der Pagadoy
- Machteld van der Feltz
- Madiha Hashmi
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- Maeve Ryan
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- Mageswari Selvarajoo
- Maggie Mechlin
- Mahdad Noursadeghi
- Maia Rabaa
- Maire-Laure Casanova
- Maisa Guimar??es de Castro
- Makoto Uchiyama
- Malcolm G. Semple
- Malte Kohns Vasconcelos
- Mamoru Komatsu
- Mangala Narasimhan
- Manuel Etienne
- Manuel Rosa-Calatrava
- Maqsood Meher
- Mar??lia Fernandes
- Maram Zahran
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- Marc Fabre
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- Marco Echeverria-Villalobos
- Marco Giani
- Mare Pejkovska
- Margarida Torres
- Margarite Grable
- Margaux Isnard
- Maria Amaral
- Maria Angelica Rivera Nu??ez
- Maria Boylan
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- Maria Donnelly
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- Maria Joao Silva
- Maria Lawrensia Tampubolon
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- Maria Ryan
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- Marl??ne Murris
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- Mathew Pulicken
- Mathieu Blot
- Mathieu Lesouhaitier
- Mathieu Mattei
- Mathilde Desvall??e
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- Matthew Pellan Cheng
- Matthieu Revest
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- Merc?? Jourdain
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- Michelle Smyth
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- Minh Le
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- Mirjam Evers
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- Mobin Chaudary
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- Mohammed Quraishi
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- Mohd Shahnaz Hasan
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- Moirangthem Bikram Singh
- Monserrat Solis
- Morgane Gilg
- Morgane Snacken
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- Motohiro Asaki
- Muhammad Aisar Ayadi Kamaluddin
- Muhammad Ashraf
- Muhammad Fadhli Hassin Basri
- Muhammad Hayat
- Mukesh Kumar
- Murray Dryden
- Murray Wham
- Musharaf Sadat
- Mustehan Bashir
- Myl??ne Maillet
- Myung Jin Song
- Nad??ge Neant
- Nadeem Munir
- Nadia Baig
- Nadia Ettalhaoui
- Nadia Malik
- Nadia Ouamara
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- Nadiah Kamarudin
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- Nagarajan Ramakrishnan
- Nageswaran Narayanan
- Nahoko Shindo
- Namra N
- Naoki Shimizu
- Naseem Ali Shah
- Nasir Khoso
- Nassima Si Mohammed
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- Nataly Farshait
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- Nathalie Gagn??
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- Nathalie M. Delfos
- Nathalie Pansu
- Nathan Peiffer-Smadja
- Naveed Latif
- Navy Lolong
- Navya Garimella
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- Nazreen Abu Bakar
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- Neurinda Permata Kusumastuti
- Ng Wing Yiu
- Ng Yong Muh
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- Niamh Feely
- Niamh Kelly
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- Nilar Lwin
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- No??mie Mercier
- No??mie Tissot
- No??mie Vanel
- Nobuaki Shime
- Nobuya Kitamura
- Noelia Garc??a Barrio
- Noor Hidayu Wahab
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- Nuno Germano
- Nuno Martins
- Nur Amira
- Nurnaningsih Nurnaningsih
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- Ong Yiaw Joe
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- Punam Singh
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- Quentin Le Hingrat
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- Quratul Ain
- Rachael McConnochie
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- Rajavardhan Rangappa
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- Rakesh Arora
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- Rasidah Bt Senian
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- Rebekha Garcia
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- Ritika Ranjan
- Rob Klont
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- Rodrigo Diaz
- Rog??rio Silva
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- Romain Basmaci
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- Rozanah Abd Rahman
- Rui Gomes
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- Rumaisah Satyawati
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- Ryadh Pokeerbux
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- Ryan Khoo
- Ryan S. Thwaites
- Ryuzo Abe
- S??bastien Preau
- S??lvia Ferreira
- S??rgio Gai??o
- S??verine Ansart
- Saad Nseir
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- Se??n Keating
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- Segol??ne Greffe
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- Sergio Poli
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- Shaikh Sharjeel
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- Shingo Adachi
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C. Moore
- Sia Loong Tonnii
- Silvia Casta??eda
- Silvia Lourenco
- Sim Choon Ean
- Sim??o Rodeia
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- Sivanesen Anthonidass
- Smaragdi Kalomoiri
- Sobia Masood
- Sobia Masood
- Sof??a Contreras
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Soizic Le Mestre
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- Sophie Yacoub
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- St??phane Jaureguiberry
- St??phane Lasry
- St??phane Sallaberry
- St??phanie Cousse
- St??phanie Fry
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Rousset
- Stephan Schroll
- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen Brett
- Stephen Knight
- Steven Anthony Webb
- Steven van Lelyveld
- Stijn Van de Velde
- Stuart Houltham
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swagata Tripathy
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- T. Eoin West
- T??nia Sequeira
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Takuya Shiga
- Tala Al-dabbous
- Tamara Seitz
- Tan Pei Wen
- Tanvir Alam
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Tessa Broadley
- Th??o Treoux
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timo Tolppa
- Ting Soo Chow
- Tiphaine Goulenok
- Tjard Schermer
- Todd C. Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- V??ctor Quir??s Gonz??lez
- V??ronique Lemee
- Vadim Tieroshyn
- Val??rie Gaborieau
- Val??rie Garrait
- Val??rie Gissot
- Valentine Campana
- Valeria Balan
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- van der Palen Job
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S. Barclay
- William A. Paxton
- William Dechert
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Xavier Duval
- Xavier S??nchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zubair Umer
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
International audienc
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Absil Lara
- Acharya Subhash
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Ain Quratul
- Ainscough Kate
- Aisa Tharwat
- Ait Hssain Ali
- Ait Tamlihat Younes
- Akimoto Takako
- Akmal Ernita
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alam Tanvir
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre K. vin
- Alfoudri Huda
- Ali Shah Naseem
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andrejak Claire
- Angheben Andrea
- Angoulvant François
- Ansart S. verine
- Anthonidass Sivanesen
- Antonelli Massimo
- Antunes de Brito Carlos Alexandre
- Anwar Kazi Rubayet
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arali Rajeshwari
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-Benoît
- Arnold-Day Christel
- Aroca Ana
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asaki Motohiro
- Asensio Angel
- Ashley Elizabeth
- Ashraf Muhammad
- Ashraf Sheharyar
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- Asyraf Amirul
- Atique Anika
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- Bal Andriy
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- Barclay Wendy S.
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- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lakhey Sanjay
- Lalueza Antonio
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- Laouénan C. dric
- Laribi Samira
- Lariviere Delphine
- Lasry Stéphane
- Latif Naveed
- Launay Odile
- Laureillard Didier
- Lavie-Badie Yoan
- Law Andy
- Lawrence Cassie
- Lawrence Teresa
- le Bihan Clément
- le Bris Cyril
- le Falher Georges
- le Fevre Lucie
- le Hingrat Quentin
- le Maréchal Marion
- le Mestre Soizic
- le Moal Gwenaël
- le Moing Vincent
- le Nagard Hervé
- le Turnier Paul
- le Minh
- Leal Santos Marta
- Leal Ema
- Lee Biing Horng
- Lee Heng Gee
- Lee James
- Lee Su Hwan
- Lee Todd C.
- Lee Yi Lin
- Leeming Gary
- Lefebvre B. nédicte
- Lefebvre Laurent
- Lefevre Benjamin
- LeGac Sylvie
- Lelievre Jean-Daniel
- Lellouche François
- Lemaignen Adrien
- Lemee V. ronique
- Lemeur Anthony
- Lemmink Gretchen
- Lene Ha Sha
- Lennon Jenny
- Leone Marc
- Leone Michela
- Lepiller Quentin
- Lescure François-Xavier
- Lesens Olivier
- Lesouhaitier Mathieu
- Lester-Grant Amy
- Levy Bruno
- Levy Yves
- Levy-Marchal Claire
- Lewandowska Katarzyna
- León Rafael
- Li Bassi Gianluigi
- Liang Janet
- Liaquat Ali
- Liegeon Geoffrey
- Lim Kah Chuan
- Lim Wei Shen
- Lima Chantre
- Lina Bruno
- Lina Lim
- Lind Andreas
- Lingas Guillaume
- Lion-Daolio Sylvie
- Lissauer Samantha
- Liu Keibun
- Livrozet Marine
- Lizotte Patricia
- Loforte Antonio
- Lolong Navy
- Loon Leong Chee
- Lopes Diogo
- Lopez-Colon Dalia
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
- Lourenco Silvia
- Lovelace-Macon Lara
- Low Lee Lee
- Lowik Marije
- Loy Jia Shyi
- Lucet Jean Christophe
- Lumbreras Bermejo Carlos
- Luna Carlos M.
- Lungu Olguta
- Luong Liem
- Luque Nestor
- Luton Dominique
- Lwin Nilar
- Lyons Ruth
- Maasikas Olavi
- Mabiala Oryane
- MacDonald Samual
- MacDonald Sarah
- Machado Moïse
- Macheda Gabriel
- Macias Sanchez Juan
- Madhok Jai
- Maestro de la Calle Guillermo
- Mahieu Rafael
- Mahy Sophie
- Maia Ana Raquel
- Maier Lars S.
- Maillet Mylène
- Maitre Thomas
- Malfertheiner Maximilian
- Malik Nadia
- Mallon Paddy
- Maltez Fernando
- Malvy Denis
- Manda Victoria
- Mandei Jose M.
- Mandelbrot Laurent
- Manetta Frank
- Mangal Kishore
- Mankikian Julie
- Manning Edmund
- Manuel Aldric
- Maria Sant`Ana Malaque Ceila
- Marino Daniel
- Marino Flávio
- Markowicz Samuel
- Maroun Eid Charbel
- Marques Ana
- Marquis Catherine
- Marsh Brian
- Marsh Laura
- Marshal Megan
- Marshall John
- Martelli Celina Turchi
- Martin Dori-Ann
- Martin Emily
- Martin-Blondel Guillaume
- Martin-Loeches Ignacio
- Martin-Quiros Alejandro
- Martinelli Alessandra
- Martinot Martin
- Martins Rego Caroline
- Martins Ana
- Martins João
- Martins Nuno
- Martucci Gennaro
- Martynenko Olga
- Marwali Eva Miranda
- Marzukie Marsilla
- Masa Jimenez Juan Fernado
- Maslove David
- Mason Phillip
- Mason Sabina
- Masood Sobia
- Mat Nor Basri
- Matan Moshe
- Mateus Fernandes Henrique
- Mathew Meghena
- Mathieu Daniel
- Mattei Mathieu
- Matulevics Romans
- Maulin Laurence
- Maxwell Michael
- Maynar Javier
- Mazzoni Thierry
- Mc Sweeney Lisa
- McAndrew Lorraine
- McArthur Colin
- McCarthy Aine
- McCarthy Anne
- McCloskey Colin
- McConnochie Rachael
- McDermott Sherry
- McDonald Sarah E.
- McElroy Aine
- McElwee Samuel
- McEneany Victoria
- McEvoy Natalie
- McGeer Allison
- McKay Chris
- McKeown Johnny
- McLean Kenneth A.
- McNally Paul
- McNicholas Bairbre
- McPartlan Elaine
- Meaney Edel
- Mear-Passard C. cile
- Mechlin Maggie
- Meher Maqsood
- Mehkri Omar
- Mele Ferruccio
- Melo Luis
- Memon Kashif
- Mendes Joao Joao
- Menkiti Ogechukwu
- Menon Kusum
- Mentré France
- Mentzer Alexander J.
- Mercier Emmanuelle
- Mercier Noémie
- Merckx Antoine
- Mergeay-Fabre Mayka
- Mergler Blake
- Merson Laura
- Mesquita António
- Metwally Osama
- Meybeck Agnès
- Meyer Dan
- Meynert Alison M.
- Meysonnier Vanina
- Meziane Amina
- Mezidi Mehdi
- Michelagnoli Giuliano
- Michelanglei C. line
- Michelet Isabelle
- Mihelis Efstathia
- Mihnovit Vladislav
- Miranda-Maldonado Hugo
- Misnan Nor Arisah
- Mohamed Nik Nur Eliza
- Mohamed Tahira Jamal
- Moin Asma
- Molina David
- Molinos Elena
- Molloy Brenda
- Mone Mary
- Monteiro Agostinho
- Montes Claudia
- Montrucchio Giorgia
- Moore Sarah
- Moore Shona C.
- Morales Cely Lina
- Moro Lucia
- Morocho Tutillo Diego Rolando
- Morton Ben
- Motherway Catherine
- Motos Ana
- Mouquet Hugo
- Mouton Perrot Clara
- Moyet Julien
- Mudara Caroline
- Mufti Aisha Kalsoom
- Muh Ng Yong
- Muhamad Dzawani
- Mullaert Jimmy
- Muller Fredrik
- Munblit Daniel
- Muneeb Syed
- Munir Nadeem
- Munshi Laveena
- Murphy Aisling
- Murphy Lorna
- Murris Marlène
- Murthy Srinivas
- Musaab Himed
- Muyandy Gugapriyaa
- Myrodia Dimitra Melia
- Müller Karl Erik
- N Namra
- Nagpal Dave
- Nagrebetsky Alex
- Narasimhan Mangala
- Narayanan Nageswaran
- Nasim Khan Rashid
- Nazerali-Maitland Alasdair
- Neant Nadège
- Neb Holger
- Nekliudov Nikita A.
- Nelwan Erni
- Neto Raul
- Neumann Emily
- Neves Bernardo
- Ng Pauline Yeung
- Nghi Anthony
- Nguyen Duc
- Ni Choileain Orna
- Ni Leathlobhair Niamh
- Nichol Alistair
- Nitayavardhana Prompak
- Nonas Stephanie
- Noordin Nurul Amani Mohd
- Noret Marion
- Norharizam Nurul Faten Izzati
- Norman Lisa
- Notari Alessandra
- Noursadeghi Mahdad
- Nowicka Karolina
- Nowinski Adam
- Nseir Saad
- Nunez Jose I.
- Nurnaningsih Nurnaningsih
- Nyamankolly Elsa
- O Brien Fionnuala
- O'Callaghan Annmarie
- O'Donnell Max
- O'Halloran Sophie
- O'Hearn Katie
- O'Neil Conar
- O'Shea Linda
- O'Sullivan Miriam
- Occhipinti Giovanna
- OConnor Derbrenn
- Ogston Tawnya
- Ogura Takayuki
- Oh Tak-Hyuk
- Ohshimo Shinichiro
- Oldakowska Agnieszka
- Oliveira João
- Oliveira Larissa
- Olliaro Piero L.
- Ong David S. Y.
- Ong Jee Yan
- Oosthuyzen Wilna
- Opavsky Anne
- Openshaw Peter
- Orakzai Saijad
- Orozco-Chamorro Claudia Milena
- Orquera Andrés
- Ortoleva Jamel
- Osatnik Javier
- Othman Siti Zubaidah
- Ouamara Nadia
- Ouissa Rachida
- Owyang Clark
- Oziol Eric
- Pabasara H. M. Upulee
- Pagadoy Maïder
- Pages Justine
- Palacios Amanda
- Palacios Mario
- Palmarini Massimo
- Panarello Giovanna
- Panda Prasan Kumar
- Paneru Hem
- Pang Lai Hui
- Panigada Mauro
- Pansu Nathalie
- Papadopoulos Aurélie
- Parke Rachael
- Parker Melissa
- Parra Briseida
- Parrini Vieri
- Pasha Taha
- Pasquier J. rémie
- Pastene Bruno
- Patauner Fabian
- Patel Junaid
- Pathmanathan Mohan Dass
- Patricio Patricia
- Patrier Juliette
- Patrão Luís
- Patterson Lisa
- Pattnaik Rajyabardhan
- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William A.
- Payen Jean-François
- Peariasamy Kalaiarasu
- Pedrera Jiménez Miguel
- Peek Giles J.
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
- Periel Luis
- Perpoint Thomas
- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
- Petrov-Sanchez Ventzislava
- Pettersen Frank Olav
- Peytavin Gilles
- Pharand Scott
- Piagnerelli Michael
- Picard Walter
- Picone Olivier
- Pierobon Carola
- Piersma Djura
- Pimentel Carlos
- Pinto Raquel
- Pires Catarina
- Pironneau Isabelle
- Piroth Lionel
- Pius Riinu
- Piva Simone
- Plantier Laurent
- Plotkin Daniel
- Png Hon Shen
- Poissy Julien
- Pokeerbux Ryadh
- Pokorska-Spiewak Maria
- Poli Sergio
- Pollakis Georgios
- Ponscarme Diane
- Popielska Jolanta
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
- Prapa Sofia
- Preau S. bastien
- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Pujo Semedi Bambang
- Pulicken Mathew
- Puntoni Matteo
- Purcell Gregory
- Puéchal Oriane
- Póvoas Diana
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quirós González V. ctor
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaa Maia
- Rabaud Christian
- Rabindrarajan Ebenezer
- Rafael Aldo
- Rafiq Marie
- Ragazzo Gabrielle
- Rahman Ahmad Kashfi Haji Ab
- Rahman Rozanah Abd
- Rahutullah Arsalan
- Rainieri Fernando
- Rajahram Giri Shan
- Rajapakse Nipunie
- Ralib Azrina
- Ramakrishnan Nagarajan
- Ramanathan Kollengode
- Ramli Ahmad Afiq
- Rammaert Blandine
- Ramos Grazielle Viana
- Rana Asim
- Rangappa Rajavardhan
- Ranjan Ritika
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
- Rasheed Ghulam
- Rasmin Menaldi
- Rau Cornelius
- Ravi Tharmini
- Raza Ali
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rehan Ali
- Rehman Attaur
- Reid Liadain
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resende Liliana
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
- Ribeiro Maria Ines
- Richardson David
- Richardson Denise
- Richier Laurent
- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rivera Nuñez Maria Angelica
- Rizer Nicholas
- Robb Doug
- Robba Chiara
- Roberto André
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia Simão
- Rodriguez Abreu Julia
- Roessler Bernhard
- Roger Claire
- Roger Pierre-Marie
- Roilides Emmanuel
- Rojek Amanda
- Romaru Juliette
- Roncon-Albuquerque Jr Roberto
- Roriz M. lanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossignol B. nédicte
- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze Benoît
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- Rygh Holten Aleksander
- Rätsep Indrek
- Saba Isabela
- Sadaf Sairah
- Sadat Musharaf
- Sahraei Valla
- Saint-Gilles Maximilien
- Sakiyalak Pranya
- Salahuddin Nawal
- Salazar Leonardo
- Saleem Jodat
- Sales Gabriele
- Sallaberry Stéphane
- Salmon Gandonniere Charlotte
- Salvator H. lène
- Sanchez de Oliveira Kizy
- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
- Santos Marlene
- Sarfo-Mensah Shirley
- Sarmento Banheiro Bruno
- Sarmiento Iam Claire E.
- Sarton Benjamine
- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Savio Raymond
- Savvidou Parthena
- Saw Yen Tsen
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Schwartz Gary
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Selvarajoo Mageswari
- Semaille Caroline
- Semple Malcolm G.
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
- Sequeira Filipa
- Sequeira T. nia
- Serpa Neto Ary
- Serrano Balazote Pablo
- Shadowitz Ellen
- Shahidan Syamin Asyraf
- Shahnaz Hasan Mohd
- Shamsah Mohammad
- Shankar Anuraj
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Shi Haixia
- Shiban Nisreen
- Shiekh Mohiuddin
- Shiga Takuya
- Shime Nobuaki
- Shimizu Hiroaki
- Shimizu Keiki
- Shimizu Naoki
- Shindo Nahoko
- Shrapnel Sally
- Shum Hoi Ping
- Si Mohammed Nassima
- Siang Ng Yong
- Sibiude Jeanne
- Siddiqui Atif
- Sigfrid Louise
- Sillaots Piret
- Silva Catarina
- Silva Maria Joao
- Silva Rogério
- Sim Lim Heng Benedict
- Sin Wai Ching
- Singh Budha Charan
- Singh Punam
- Sitompul Pompini Agustina
- Sivam Karisha
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Soh Tze Vee
- Solis Monserrat
- Solomon Joshua
- Solomon Tom
- Somers Emily
- Sommet Agnès
- Song Chia Jack
- Song Myung Jin
- Song Rima
- Song Tae
- Sonntagbauer Michael
- Soom Azlan Mat
- Sotto Alberto
- Soum Edouard
- Sousa Uva Maria
- Sousa Ana Chora
- Sousa Marta
- Souza-Dantas Vicente
- Sperry Alexandra
- Spinuzza Elisabetta
- Sri Darshana B. P. Sanka Ruwan
- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Steinsvik Trude
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Strudwick Samantha
- Stuart Ami
- Stuart David
- Subekti Decy
- Suen Gabriel
- Suen Jacky Y.
- Sukumar Prasanth
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- Surovcová Magdalena
- Suwarti Suwarti
- Svistunov Andrey A.
- Syahrin Sarah
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Sánchez Choez Xavier
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Talarek Ewa
- Taleb Sara
- Talsma Jelmer
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Le Van
- Tan Yan Chyi
- Tanaka Clarice
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tanveer Hussain
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Tee Tze Yuan
- Teixeira João
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- Thabit Alif Adlan Mohd
- Tham Zhang Duan
- Thangavelu Suvintheran
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill Benoît
- Thirumanickam Jananee
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thurai Surain Raaj Thanga
- Thuy Duong Bich
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tissot Noémie
- Toh Jordan Zhien Yang
- Toki Maria
- Tolppa Timo
- Tonby Kristian
- Tonnii Sia Loong
- Torres Santos-Olmo Rosario Maria
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Traynor Damien
- Treoux Théo
- Trieu Huynh Trung
- Tripathy Swagata
- Tromeur C. cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Umer Zubair
- Uribe Alberto
- Usman Asad
- Vajdovics Cristinava
- Val-Flores Luís
- Valle Ana Luiza
- Valran Amélie
- van de Velde Stijn
- van den Berge Marcel
- van der Feltz Machteld
- van der Valk Paul
- van der Vekens Nicky
- van der Voort Peter
- van der Werf Sylvie
- van Dyk Marlice
- van Gulik Laura
- van Hattem Jarne
- van Lelyveld Steven
- van Netten Carolien
- van Twillert Gitte
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasudayan Shoban Raj
- Vauchy Charline
- Vaughan Helen
- Veeran Shaminee
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal José Ernesto
- Vieira C. sar
- Vijayan Deepak
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vinh Chau Nguyen Van
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Wan Muhd Shukeri Wan Fadzlina
- Wang Chih-Hsien
- Webb Steven Anthony
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wing Yiu Ng
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yee Liang Hing Nicholas
- Yelnik C. cile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zaidan Nor Zaila Binti
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zawadka Konrad
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/12/2021
- Field of study
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alfredo Antonio Chetta
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Alistair Nichol
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amanda Rojek 5
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anais Rampello
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Dias
- Andrea Kelly
- Andrea Rossanese
- Andrea Ticinesi
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Dagens 5
- Andrew Hershey
- Andrew Law
- Andrew Letizia
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andrés Orquera
- Andy Dong
- Andy Law
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- Prompak Nitayavardhana
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- Quratul Ain Khan
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
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- Rafael León
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- Rajavardhan Rangappa
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- Shinichiro Ohshimo
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- Shoban Raj Vasudayan
- Shona C Moore
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- Sia Loong Tonnii
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- Soizic Le Mestre
- Sommay Keomany
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- Srinivas Murthy 11
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- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
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- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Sue Smith 5
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- Suresh Kumar Chidambaram
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- Sushil Khanal
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- Suwarti Suwarti
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- Synne Jenum
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- Sílvia Ferreira
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- Taha Pasha
- Tahira Jamal Mohamed
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- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thipsavanh Bounphiengsy
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tiziana Meschi
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use
Five insights from the Global Burden of Disease Study 2019
- Author
- Abbafati Cristiana
- Abbas Kaja M.
- Abbasi Mohammad
- Abbasi-Kangevari Mohsen
- Abbasifard Mitra
- Abbastabar Hedayat
- Abd El Razek Hassan Magdy
- Abd El Razek Muhammed Magdy
- Abd-Allah Foad
- Abdelalim Ahmed
- Abdollahi Mohammad
- Abdollahpour Ibrahim
- Abdulkader Rizwan Suliankatchi
- Abdullah Kanaan Hamagharib
- Abedi Aidin
- Abedi Parisa
- Abegaz Kedir Hussein
- Abolhassani Hassan
- Abosetugn Akine Eshete
- Aboyans Victor
- Abrams Elissa M.
- Abreu Lucas Guimaraes
- Abrigo Michael R. M.
- Abu Haimed Abdulaziz Khalid
- Abu-Gharbieh Eman
- Abu-Raddad Laith Jamal
- Abualhasan Ahmed
- Abushouk Abdelrahman I.
- Acebedo Alyssa
- Ackerman Ilana N.
- Adabi Maryam
- Adair Tim
- Adamu Abdu A.
- Adebayo Oladimeji M.
- Adedeji Isaac Akinkunmi
- Adekanmbi Victor
- Adelson Jaimie D.
- Adeoye Abiodun Moshood
- Adetokunboh Olatunji O.
- Adham Davoud
- Advani Shailesh M.
- Afarideh Mohsen
- Afshari Mahdi
- Afshin Ashkan
- Agardh Emilie E.
- Agarwal Gina
- Agasthi Pradyumna
- Agesa Kareha M.
- Aghaali Mohammad
- Aghamir Seyed Mohammad Kazem
- Agrawal Anurag
- Ahmad Tauseef
- Ahmadi Alireza
- Ahmadi Keivan
- Ahmadi Mehdi
- Ahmadieh Hamid
- Ahmadpour Ehsan
- Ahmed Muktar Beshir
- Aji Budi
- Akalu Temesgen Yihunie
- Akinyemi Rufus Olusola
- Akinyemiju Tomi
- Akombi Blessing
- Akunna Chisom Joyqueenet
- Al-Aly Ziyad
- Al-Mekhlafi Hesham M.
- Al-Raddadi Rajaa M.
- Alahdab Fares
- Alam Khurshid
- Alam Noore
- Alam Samiah
- Alam Tahiya
- Alanezi Fahad Mashhour
- Alanzi Turki M.
- Albertson Samuel B.
- Alcalde-Rabanal Jacqueline Elizabeth
- Alema Niguse Meles
- Alemu Biresaw Wassihun
- Alemu Yihun Mulugeta
- Alhabib Khalid F.
- Alhassan Robert Kaba
- Ali Muhammad
- Ali Saqib
- Alicandro Gianfranco
- Alijanzadeh Mehran
- Alinia Cyrus
- Alipour Vahid
- Alizade Hesam
- Aljunid Syed Mohamed
- Alla Francois
- Allebeck Peter
- Almadi Majid Abdulrahman Hamad
- Almasi Ali
- Almasi-Hashiani Amir
- Almasri Nihad A.
- Almulhim Abdulaziz M.
- Alonso Jordi
- Altirkawi Khalid A.
- Alumran Arwa Khalid
- Alvis-Guzman Nelson
- Alvis-Zakzuk Nelson J.
- Amare Azmeraw T.
- Amare Bekalu
- Amini Saeed
- Amini-Rarani Mostafa
- Aminorroaya Arya
- Amiri Fatemeh
- Amit Arianna Maever L.
- Amugsi Dickson A.
- Amul Gianna Gayle Herrera
- Anbesu Etsay Woldu
- Ancuceanu Robert
- Anderlini Deanna
- Anderson Jason A.
- Andrei Catalina Liliana
- Andrei Tudorel
- Androudi Sofia
- Angus Colin
- Anjomshoa Mina
- Ansari Fereshteh
- Ansari Iman
- Ansari-Moghaddam Alireza
- Antonazzo Ippazio Cosimo
- Antonio Carl Abelardo T.
- Antony Catherine M.
- Antriyandarti Ernoiz
- Anvari Davood
- Anwer Razique
- Appiah Seth Christopher Yaw
- Arab-Zozani Morteza
- Arabloo Jalal
- Aravkin Aleksandr Y.
- Arba Aseb Arba Kinfe
- Aremu Olatunde
- Ariani Filippo
- Aripov Timur
- Armoon Bahram
- Arnlov Johan
- Arowosegbe Oluwaseyi Olalekan
- Aryal Krishna K.
- Arzani Afsaneh
- Asaad Malke
- Asadi-Aliabadi Mehran
- Asadi-Pooya Ali A.
- Asgari Samaneh
- Asghari Babak
- Ashbaugh Charlie
- Assmus Michael
- Atafar Zahra
- Athari Seyyed Shamsadin
- Atnafu Desta Debalkie
- Atout Maha Moh'd Wahbi
- Atre Sachin R.
- Atteraya Madhu Sudhan
- Ausloos Floriane
- Ausloos Marcel
- Avila-Burgos Leticia
- Avokpaho Euripide Frinel Gbenato Arthur
- Ayano Getinet
- Ayanore Martin Amogre
- Aynalem Getie Lake
- Aynalem Yared Asmare
- Ayza Muluken Altaye
- Azari Samad
- Azarian Ghasem
- Azene Zelalem Nigussie
- Azhar Gulrez
- Azzopardi Peter S.
- Babaee Ebrahim
- Badawi Alaa
- Badiye Ashish D.
- Bagherzadeh Mojtaba
- Bagli Eleni
- Bahrami Mohammad Amin
- Baig Atif Amin
- Bairwa Mohan
- Bakhshaei Mohammad Hossein
- Bakhtiari Ahad
- Bakkannavar Shankar M.
- Balachandran Arun
- Balakrishnan Senthilkumar
- Balalla Shivanthi
- Balassyano Shelly
- Baldasseroni Alberto
- Bali Ahmed Omar
- Ball Kylie
- Ballew Shoshana H.
- Balzi Daniela
- Banach Maciej
- Bandpei Mohammad A. Mohseni
- Banerjee Srikanta K.
- Banik Palash Chandra
- Bannick Marlena S.
- Bante Agegnehu Bante
- Bante Simachew Animen
- Baraki Adhanom Gebreegziabher
- Barboza Miguel A.
- Barker-Collo Suzanne Lyn
- Barnighausen Till Winfried
- Barrero Lope H.
- Barthelemy Celine M.
- Barua Lingkan
- Barzegar Akbar
- Basaleem Huda
- Bassat Quique
- Basu Sanjay
- Baune Bernhard T.
- Bayati Mohsen
- Baye Bayisa Abdissa
- Bazmandegan Gholamreza
- Becker Jacob S.
- Bedi Neeraj
- Beghi Ettore
- Behzadifar Masoud
- Bejot Yannick
- Bekuma Tariku Tesfaye Tesfaye
- Bell Michelle L.
- Bello Aminu K.
- Bender Rose G.
- Bennett Derrick A.
- Bennitt Fiona B.
- Bensenor Isabela M.
- Benziger Catherine P.
- Berhe Kidanemaryam
- Berman Adam E.
- Bernabe Eduardo
- Bernstein Robert S.
- Bertolacci Gregory J.
- Bhagavathula Akshaya Srikanth
- Bhageerathy Reshmi
- Bhala Neeraj
- Bhandari Dinesh
- Bhardwaj Pankaj
- Bhat Anusha Ganapati
- Bhattacharyya Krittika
- Bhattarai Suraj
- Bhutta Zulfiqar A.
- Bibi Sadia
- Bicer Burcu Kucuk
- Biehl Molly H.
- Bijani Ali
- Bikbov Boris
- Bilano Ver
- Bin Sayeed Muhammad Shahdaat
- Bin Zaman Sojib
- Biondi Antonio
- Birihane Binyam Minuye
- Bisanzio Donal
- Bisignano Catherine
- Biswas Raaj Kishore
- Bitew Helen
- Bjorge Tone
- Bockarie Moses John
- Bohlouli Somayeh
- Bohluli Mehdi
- Bojia Hunduma Amensisa
- Bolla Srinivasa Rao
- Boloor Archith
- Boon-Dooley Alexandra S.
- Borges Guilherme
- Borzi Antonio Maria
- Borzouei Shiva
- Bose Dipan
- Bosetti Cristina
- Boston Sofia
- Boufous Soufiane
- Bourne Rupert
- Brady Oliver J.
- Braithwaite Dejana
- Brauer Michael
- Brayne Carol
- Breitborde Nicholas J. K.
- Breitner Susanne
- Brenner Hermann
- Breusov Alexey V.
- Briant Paul Svitil
- Briggs Andrew M.
- Briko Andrey Nikolaevich
- Briko Nikolay Ivanovich
- Britton Gabrielle B.
- Brugha Traolach
- Bryazka Dana
- Buchbinder Rachelle
- Bumgarner Blair R.
- Burkart Katrin
- Burnett Richard Thomas
- Busse Reinhard
- Butt Zahid A.
- Caetano dos Santos Florentino Luciano
- Cahill Leah E.
- Cahuana-Hurtado Lucero
- Cai Tianji
- Callender Charlton S. K. H.
- Camera Luis Alberto
- Campos-Nonato Ismael R.
- Cao Jackie
- Car Josip
- Car Lorainne Tudor
- Cardenas Rosario
- Carreras Giulia
- Carrero Juan J.
- Carvalho Felix
- Castaldelli-Maia Joao Mauricio
- Castaneda-Orjuela Carlos A.
- Castelpietra Giulio
- Castle Chris D.
- Castro Emma
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- Rezai Mohammad Sadegh
- Rezapour Aziz
- Rhinehart Phoebe-Anne
- Riahi Seyed Mohammad
- Ribeiro Antonio Luiz P.
- Ribeiro Daniel Cury
- Ribeiro Daniela
- Rickard Jennifer
- Rincon Julio Cesar Campuzano
- Rivera Juan A.
- Robalik Toshana
- Roberts Nicholas L. S.
- Roberts Shaun
- Robinson Stephen R.
- Rodriguez-Ramirez Sonia
- Roever Leonardo
- Rolfe Sam
- Romoli Michele
- Ronfani Luca
- Room Robin
- Roshandel Gholamreza
- Rostamian Morteza
- Roth Gregory A.
- Rothenbacher Dietrich
- Rubagotti Enrico
- Rumisha Susan Fred
- Rwegerera Godfrey M.
- Saadatagah Seyedmohammad
- Sabour Siamak
- Sachdev Perminder S.
- Saddik Basema
- Sadeghi Ehsan
- Sadeghi Masoumeh
- Saeedi Reza
- Saeidi Shahram
- Safari Yahya
- Safi Sare
- Safiri Saeid
- Sagar Rajesh
- Sahebkar Amirhossein
- Sahraian Mohammad Ali
- Sajadi S. Mohammad
- Salahshoor Mohammad Reza
- Salam Nasir
- Salama Joseph S.
- Salamati Payman
- Salem Hosni
- Salem Marwa R.
- Salimi Yahya
- Salimzadeh Hamideh
- Salman Omar Mukhtar
- Salomon Joshua A.
- Salz Inbal
- Samad Zainab
- Sambala Evanson Zondani
- Samy Abdallah M.
- Sanabria Juan
- Sanchez-Pimienta Tania G.
- Santomauro Damian Francesco
- Santos Itamar S.
- Santos Joao Vasco
- Santric-Milicevic Milena M.
- Saraswathy Sivan Yegnanarayana Iyer
- Sarmiento-Suarez Rodrigo
- Sarrafzadegan Nizal
- Sartorius Benn
- Sarveazad Arash
- Sathian Brijesh
- Sathish Thirunavukkarasu
- Sattin Davide
- Savic Miloje
- Sawyer Susan M.
- Saxena Deepak
- Saxena Sonia
- Saylan Mete
- Sbarra Alyssa N.
- Schaeffer Lauren E.
- Schiavolin Silvia
- Schlaich Markus P.
- Schmidt Maria Ines
- Schutte Aletta Elisabeth
- Schwebel David C.
- Schwendicke Falk
- Section Mahesh P. A.
- Seedat Soraya
- Sekerija Mario
- Senbeta Anbissa Muleta
- Senthilkumaran Subramanian
- Sepanlou Sadaf G.
- Serdar Berrin
- Serre Marc L.
- Servan-Mori Edson
- Sha Feng
- Shabani Mahsima
- Shackelford Katya Anne
- Shadid Jamileh
- Shafaat Omid
- Shahabi Saeed
- Shahbaz Mohammad
- Shaheen Amira A.
- Shaikh Masood Ali
- Shaji K. S.
- Shalash Ali S.
- Shams-Beyranvand Mehran
- Shamsi MohammadBagher
- Shamsizadeh Morteza
- Shannawaz Mohammed
- Sharafi Kiomars
- Sharafi Zeinab
- Sharan Subodh
- Sharara Fablina
- Sharifi Hamid
- Sharma Rajesh
- Shaw David H.
- Sheena Brittney S.
- Sheikh Aziz
- Sheikhtaheri Abbas
- Shetty B. Suresh Kumar
- Shetty Ranjitha S.
- Shibuya Kenji
- Shield Kevin David
- Shiferaw Wondimeneh Shibabaw
- Shigematsu Mika
- Shin Jae Il
- Shin Min-Jeong
- Shiri Rahman
- Shirkoohi Reza
- Shivakumar K. M.
- Shrime Mark G.
- Shuval Kerem
- Siabani Soraya
- Sierpinski Radoslaw
- Sigfusdottir Inga Dora
- Sigurvinsdottir Rannveig
- Silva Diego Augusto Santos
- Silva Joao Pedro
- Simonetti Biagio
- Simpson Kyle E.
- Singh Ambrish
- Singh Jasvinder A.
- Singh Pushpendra
- Sinha Dhirendra Narain
- Skiadaresi Eirini
- Skou Soren T.
- Skryabin Valentin Yurievich
- Sliwa Karen
- Smith Amanda
- Smith Emma U. R.
- Sobngwi Eugene
- Soheili Amin
- Sokhan Anton
- Soltani Shahin
- Somefun Oluwaseyi Dolapo
- Soofi Moslem
- Sorensen Reed J. D.
- Soriano Joan B.
- Sorrie Muluken Bekele
- Soshnikov Sergey
- Soyiri Ireneous N.
- Spencer Cory N.
- Spotin Adel
- Spurlock Emma Elizabeth
- Sreeramareddy Chandrashekhar T.
- Srinivasan Vinay
- Sripada Kam
- Stanaway Jeffrey D.
- Stark Benjamin A.
- Steel Nicholas
- Stefan Simona Catalina
- Stein Caroline
- Stein Dan J.
- Steiner Caitlyn
- Steiner Timothy J.
- Steuben Krista M.
- Stockfelt Leo
- Stokes Mark A.
- Stovner Lars Jacob
- Straif Kurt
- Stranges Saverio
- Stubbs Jacob L.
- Suchdev Parminder S.
- Sudaryanto Agus
- Sufiyan Mu'awiyyah Babale
- Suleria Hafiz Ansar Rasul
- Sulo Gerhard
- Sultan Iyad
- Swope Carolyn B.
- Sykes Bryan L.
- Sylte Dillon O.
- Szocska Miklos
- Szumowski Lukasz
- Tabares-Seisdedos Rafael
- Tabb Karen M.
- Tabuchi Takahiro
- Tadakamadla Santosh Kumar
- Taddele Biruk Wogayehu
- Tadesse Degena Bahrey
- Taherkhani Amir
- Tahir Zarfishan
- Tajdini Masih
- Takahashi Ken
- Takala Jukka S.
- Tamiru Animut Tagele
- Tang Muming
- Tanser Frank C.
- Tareque Md Ismail
- Tarigan Ingan Ukur
- Taveira Nuno
- Taylor Heather Jean
- Teagle Whitney L.
- Teame Hirut
- Tediosi Fabrizio
- Tefera Yonas Getaye
- Tehrani-Banihashemi Arash
- Teklehaimanot Berhane Fseha
- Tela Freweini Gebrearegay
- Temsah Mohamad-Hani
- Terrason Sonyah
- Tesema Getayeneh Antehunegn
- Tessema Zemenu Tadesse
- Thakur Bhaskar
- Thankappan Kavumpurathu Raman
- Thapar Rekha
- Thomas Nihal
- Thomson Azalea M.
- Thrift Amanda G.
- Thurston George D.
- Titova Mariya Vladimirovna
- Tlou Boikhutso
- Tohidinik Hamid Reza
- Tonelli Marcello
- Topor-Madry Roman
- Topouzis Fotis
- Toroudi Hamidreza Pazoki
- Torre Anna E.
- Touvier Mathilde
- Tovani-Palone Marcos Roberto
- Traini Eugenio
- Tran Bach Xuan
- Travillian Ravensara
- Trias-Llimos Sergi
- Troeger Christopher E.
- Truelsen Thomas Clement
- Tsai Alexander C.
- Tsatsakis Aristidis
- Tyrovolas Stefanos
- Uddin Riaz
- Ullah Irfan
- Ullah Saif
- Umeokonkwo Chukwuma David
- Undurraga Eduardo A.
- Unnikrishnan Bhaskaran
- Upadhyay Era
- Uthman Olalekan A.
- Vacante Marco
- Vaicekonyte Regina
- Vakilian Alireza
- Valdez Pascual R.
- Valli Alessandro
- Van Donkelaar Aaron
- Vardavas Constantine
- Varughese Santosh
- Vasankari Tommi Juhani
- Vasconcelos Ana Maria Nogales
- Vasseghian Yasser
- Veisani Yousef
- Velasquez Ilais Moreno
- Venketasubramanian Narayanaswamy
- Vidale Simone
- Violante Francesco S.
- Vlassov Vasily
- Vollset Stein Emil
- Vongpradith Avina
- Vos Theo
- Vu Giang Thu
- Vujcic Isidora S.
- Vukovic Ana
- Vukovic Rade
- Waheed Yasir
- Wallin Mitchell Taylor
- Walters Magdalene K.
- Wamai Richard G.
- Wang Fang
- Wang Haidong
- Wang Hongbo
- Wang Jiayu
- Wang Yafeng
- Wang Yanzhong
- Wang Yuan-Pang
- Ward Joseph L.
- Watson Alexandrea
- Watson Stefanie
- Wei Jingkai
- Wei Melissa Y. Wei
- Weintraub Robert G.
- Weiss Daniel J.
- Weiss Jordan
- Welay Fissaha Tekulu
- Weldesamuel Girmay Teklay
- Werdecker Andrea
- West J. Jason
- Westerman Ronny
- Whisnant Joanna L.
- Whiteford Harvey A.
- Wiangkham Taweewat
- Wickramasinghe Nuwan Darshana
- Wiens Kirsten E.
- Wijeratne Tissa
- Wilner Lauren B.
- Wilson Shadrach
- Wiysonge Charles Shey
- Wojtyniak Bogdan
- Woldu Gebremariam
- Wolfe Charles D. A.
- Wondmeneh Temesgen Gebeyehu
- Wondmieneh Adam Belay
- Wool Eve E.
- Wozniak Sarah S.
- Wu Ai-Min
- Wu Chenkai
- Wu Junjie
- Wunrow Han Yong
- Xie Yang
- Xu Gelin
- Xu Rixing
- Yadgir Simon
- Yamada Tomohide
- Yamagishi Kazumasa
- Yaminfirooz Mousa
- Yano Yuichiro
- Yaya Sanni
- Yazdi-Feyzabadi Vahid
- Yearwood Jamal A.
- Yeheyis Tomas Y.
- Yeshitila Yordanos Gizachew
- Yilgwan Christopher Sabo
- Yilma Mekdes Tigistu
- Yip Paul
- Yonemoto Naohiro
- Yoon Seok-Jun
- York Hunter W.
- Younis Mustafa Z.
- Younker Theodore Patrick
- Yousefi Bahman
- Yousefi Zabihollah
- Yousefifard Mahmoud
- Yousefinezhadi Taraneh
- Yousuf Abdilahi Yousuf
- Yu Chuanhua
- Yu Yong
- Yuan Chun-Wei
- Yuce Deniz
- Yusefzadeh Hasan
- Zadey Siddhesh
- Zahabi Saleh Salehi
- Zaidi Syed Saoud
- Zaki Leila
- Zaki Maysaa El Sayed
- Zakzuk Josefina
- Zamani Mohammad
- Zamanian Maryam
- Zandian Hamed
- Zangeneh Alireza
- Zarafshan Hadi
- Zastrozhin Mikhail Sergeevich
- Zewdie Kaleab Alemayehu
- Zhang Jianrong
- Zhang Yunquan
- Zhang Zhi-Jiang
- Zhao Jeff T.
- Zhao Xiu-Ju George
- Zhao Yingxi
- Zheleva Bistra
- Zheng Peng
- Zhou Maigeng
- Zhu Cong
- Ziapour Arash
- Zimsen Stephanie R. M.
- Zlavog Bianca S.
- Zodpey Sanjay
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2020
- Field of study