Austin E Schumacher
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
Schumacher, Austin E; Kyu, Hmwe Hmwe; Aali, Amirali; Abbafati, Cristiana; Abbas, Jaffar; Abbasgholizadeh, Rouzbeh; Abbasi, Madineh Akram; Abbasian, Mohammadreza; Abd ElHafeez, Samar; Abdelmasseh, Michael; Abd-Elsalam, Sherief; 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; Aburuz, Salahdein; Abu-Zaid, Ahmed; 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 Estining...
Authors
Hmwe Hmwe Kyu
Amirali Aali
Cristiana Abbafati
Jaffar Abbas
Rouzbeh Abbasgholizadeh
Madineh Akram Abbasi
Mohammadreza Abbasian
Samar Abd ElHafeez
Michael Abdelmasseh
Sherief Abd-Elsalam
Ahmed Abdelwahab
Mohammad Abdollahi
Meriem Abdoun
Auwal Abdullahi
Ame Mehadi Abdurehman
Mesfin Abebe
Aidin Abedi
Armita Abedi
Tadesse M Abegaz
Roberto Ariel Abeldaño Zuñiga
E S Abhilash
Olugbenga Olusola Abiodun
Richard Gyan Aboagye
Hassan Abolhassani
Mohamed Abouzid
Lucas Guimarães Abreu
Woldu Aberhe Abrha
Michael R M Abrigo
Dariush Abtahi
Samir Abu Rumeileh
Niveen ME Abu-Rmeileh
Salahdein Aburuz
Ahmed Abu-Zaid
Juan Manuel Acuna
Tim Adair
Isaac Yeboah Addo
Oladimeji M Adebayo
Oyelola A Adegboye
Victor Adekanmbi
Bashir Aden
Abiola Victor Adepoju
Charles Oluwaseun Adetunji
Temitayo Esther Adeyeoluwa
Olorunsola Israel Adeyomoye
Rishan Adha
Amin Adibi
Wirawan Adikusuma
Qorinah Estiningtyas Sakilah Adnani
Saryia Adra
Abel Afework
Aanuoluwapo Adeyimika Afolabi
Ali Afraz
Shadi Afyouni
Saira Afzal
Pradyumna Agasthi
Shahin Aghamiri
Antonella Agodi
Williams Agyemang-Duah
Bright Opoku Ahinkorah
Aqeel Ahmad
Danish Ahmad
Firdos Ahmad
Muayyad M Ahmad
Tauseef Ahmad
Keivan Ahmadi
Amir Mahmoud Ahmadzade
Mohadese Ahmadzade
Ayman Ahmed
Haroon Ahmed
Luai A Ahmed
Muktar Beshir Ahmed
Syed Anees Ahmed
Marjan Ajami
Budi Aji
Olufemi Ajumobi
Gizachew Taddesse Akalu
Essona Matatom Akara
Karolina Akinosoglou
Sreelatha Akkala
Samuel Akyirem
Hanadi Al Hamad
Syed Mahfuz Al Hasan
Ammar Al Homsi
Mohammad Al Qadire
Moein Ala
Timothy Olukunle Aladelusi
Tareq Mohammed Ali AL-Ahdal
Samer O Alalalmeh
Ziyad Al-Aly
Khurshid Alam
Manjurul Alam
Zufishan Alam
Rasmieh Mustafa Al-amer
Fahad Mashhour Alanezi
Turki M Alanzi
Mohammed Albashtawy
Mohammad T AlBataineh
Robert W Aldridge
Sharifullah Alemi
Ayman Al-Eyadhy
Adel Ali Saeed Al-Gheethi
Khalid F Alhabib
Fadwa Alhalaiqa Naji Alhalaiqa
Mohammed Khaled Al-Hanawi
Abid Ali
Akhtar Ali
Beriwan Abdulqadir Ali
Hassam Ali
Mohammed Usman Ali
Rafat Ali
Syed Shujait Shujait Ali
Zahid Ali
Shohreh Alian Samakkhah
Gianfranco Alicandro
Sheikh Mohammad Alif
Mohammad Aligol
Rasoul Alimi
Ahmednur Adem Aliyi
Adel Al-Jumaily
Syed Mohamed Aljunid
Wael Almahmeed
Sabah Al-Marwani
Sadeq Ali Ali Al-Maweri
Joseph Uy Almazan
Hesham M Al-Mekhlafi
Omar Almidani
Mahmoud A Alomari
Nivaldo Alonso
Jaber S Alqahtani
Ahmed Yaseen Alqutaibi
Salman Khalifah Al-Sabah
Awais Altaf
Jaffar A Al-Tawfiq
Khalid A Altirkawi
Farrukh Jawad Alvi
Hassan Alwafi
Yaser Mohammed Al-Worafi
Hany Aly
Karem H Alzoubi
Azmeraw T Amare
Edward Kwabena Ameyaw
Abebe Feyissa Amhare
Tarek Tawfik Amin
Alireza Amindarolzarbi
Javad Aminian Dehkordi
Sohrab Amiri
Hubert Amu
Dickson A Amugsi
Jimoh Amzat
Robert Ancuceanu
Deanna Anderlini
Pedro Prata Andrade
Catalina Liliana Andrei
Tudorel Andrei
Dhanalakshmi Angappan
Abhishek Anil
Afifa Anjum
Catherine M Antony
Ernoiz Antriyandarti
Iyadunni Adesola Anuoluwa
Sumadi Lukman Anwar
Anayochukwu Edward Anyasodor
Seth Christopher Yaw Appiah
Muhammad Aqeel
Jalal Arabloo
Razman Arabzadeh Bahri
Morteza Arab-Zozani
Mosab Arafat
Ana Margarida Araújo
Aleksandr Y Aravkin
Abdulfatai Aremu
Hany Ariffin
Timur Aripov
Benedetta Armocida
Mahwish Arooj
Anton A Artamonov
Kurnia Dwi Artanti
Judie Arulappan
Idowu Thomas Aruleba
Raphael Taiwo Aruleba
Ashokan Arumugam
Malke Asaad
Saeed Asgary
Mubarek Yesse Ashemo
Muhammad Ashraf
Marvellous O Asika
Seyyed Shamsadin Athari
Maha Moh'd Wahbi Atout
Alok Atreya
Sameh Attia
Avinash Aujayeb
Abolfazl Avan
Adedapo Wasiu Awotidebe
Beatriz Paulina Ayala Quintanilla
Martin Amogre Ayanore
Getnet Melaku Ayele
Jose L Ayuso-Mateos
Seyed Mohammad Ayyoubzadeh
Sina Azadnajafabad
Gulrez Shah Azhar
Shahkaar Aziz
Ahmed Y Azzam
Mina Babashahi
Abraham Samuel Babu
Muhammad Badar
Alaa Badawi
Ashish D Badiye
Soroush Baghdadi
Nasser Bagheri
Sara Bagherieh
Sulaiman Bah
Saeed Bahadorikhalili
Jianjun Bai
Ruhai Bai
Jennifer L Baker
Shankar M Bakkannavar
Abdulaziz T Bako
Senthilkumar Balakrishnan
Saliu A Balogun
Ovidiu Constantin Baltatu
Kiran Bam
Maciej Banach
Soham Bandyopadhyay
Biswajit Banik
Palash Chandra Banik
Hansi Bansal
Shirin Barati
Martina Barchitta
Mainak Bardhan
Suzanne Lyn Barker-Collo
Francesco Barone-Adesi
Hiba Jawdat Barqawi
Ronald D Barr
Lope H Barrero
Zarrin Basharat
Asma'u I J Bashir
Hameed Akande Bashiru
Pritish Baskaran
Buddha Basnyat
Quique Bassat
João Diogo Basso
Saurav Basu
Kavita Batra
Ravi Batra
Bernhard T Baune
Mohsen Bayati
Nebiyou Simegnew Bayileyegn
Thomas Beaney
Neeraj Bedi
Tahmina Begum
Emad Behboudi
Amir Hossein Behnoush
Maryam Beiranvand
Diana Fernanda Bejarano Ramirez
Uzma Iqbal Belgaumi
Michelle L Bell
Aminu K Bello
Muhammad Bashir Bello
Olorunjuwon Omolaja Bello
Luis Belo
Apostolos Beloukas
Salaheddine Bendak
Derrick A Bennett
Isabela M Bensenor
Habib Benzian
Zombor Berezvai
Adam E Berman
Amiel Nazer C Bermudez
Paulo J G Bettencourt
Habtamu B Beyene
Kebede A Beyene
Devidas S Bhagat
Akshaya Srikanth Bhagavathula
Neeraj Bhala
Ashish Bhalla
Dinesh Bhandari
Nikha Bhardwaj
Pankaj Bhardwaj
Prarthna V Bhardwaj
Ashish Bhargava
Sonu Bhaskar
Vivek Bhat
Gurjit Kaur Bhatti
Jasvinder Singh Bhatti
Manpreet S Bhatti
Rajbir Bhatti
Zulfiqar A Bhutta
Boris Bikbov
Nada Binmadi
Bagas Suryo Bintoro
Antonio Biondi
Catherine Bisignano
Francesca Bisulli
Atanu Biswas
Raaj Kishore Biswas
Saeid Bitaraf
Tone Bjørge
Archie Bleyer
Mary Sefa Boampong
Virginia Bodolica
Aadam Olalekan Bodunrin
Obasanjo Afolabi Bolarinwa
Milad Bonakdar Hashemi
Aime Bonny
Kaustubh Bora
Berrak Bora Basara
Safiya Bala Borodo
Rohan Borschmann
Alejandro Botero Carvajal
Souad Bouaoud
Sofiane Boudalia
Edward J Boyko
Nicola Luigi Bragazzi
Dejana Braithwaite
Hermann Brenner
Gabrielle Britton
Annie J Browne
Andre R Brunoni
Norma B Bulamu
Lemma N Bulto
Danilo Buonsenso
Katrin Burkart
Richard A Burns
Sharath Burugina Nagaraja
Reinhard Busse
Yasser Bustanji
Zahid A Butt
Florentino Luciano Caetano dos Santos
Tianji Cai
Daniela Calina
Luis Alberto Cámera
Luciana Aparecida Campos
Ismael R Campos-Nonato
Chao Cao
Carlos Alberto Cardenas
Rosario Cárdenas
Sinclair Carr
Giulia Carreras
Juan J Carrero
Andrea Carugno
Felix Carvalho
Márcia Carvalho
Joao Mauricio Castaldelli-Maia
Carlos A Castañeda-Orjuela
Giulio Castelpietra
Ferrán Catalá-López
Alberico L Catapano
Maria Sofia Cattaruzza
Arthur Caye
Christopher R Cederroth
Francieli Cembranel
Muthia Cenderadewi
Kelly M Cercy
Ester Cerin
Muge Cevik
Pamela R Uscamaita Chacón-Uscamaita
Yaacoub Chahine
Chiranjib Chakraborty
Jeffrey Shi Kai Chan
Chin-Kuo Chang
Periklis Charalampous
Jaykaran Charan
Vijay Kumar Chattu
Victoria Chatzimavridou-Grigoriadou
Malizgani Paul Chavula
Huzaifa Ahmad Cheema
An-Tian Chen
Haowei Chen
Lingxiao Chen
Meng Xuan Chen
Simiao Chen
Nicolas Cherbuin
Derek S Chew
Gerald Chi
Jesus Lorenzo Chirinos-Caceres
Abdulaal Chitheer
So Mi Jemma Cho
William C S Cho
Bryan Chong
Hitesh Chopra
Rahul Choudhary
Rajiv Chowdhury
Dinh-Toi Chu
Isaac Sunday Chukwu
Eric Chung
Eunice Chung
Sheng-Chia Chung
Karly I Cini
Cain C T Clark
Kaleb Coberly
Alyssa Columbus
Haley Comfort
Joao Conde
Sara Conti
Paolo Angelo Cortesi
Vera Marisa Costa
Ewerton Cousin
Richard G Cowden
Michael H Criqui
Natália Cruz-Martins
Garland T Culbreth
Patricia Cullen
Matthew Cunningham
Daniel da Silva e Silva
Sriharsha Dadana
Omid Dadras
Zhaoli Dai
Koustuv Dalal
Lachlan L Dalli
Giovanni Damiani
Emanuele D'Amico
Sara Daneshvar
Aso Mohammad Darwesh
Jai K Das
Saswati Das
Nihar Ranjan Dash
Mohsen Dashti
Claudio Alberto Dávila-Cervantes
Nicole Davis Weaver
Kairat Davletov
Diego De Leo
Aklilu Tamire Debele
Louisa Degenhardt
Reza Dehbandi
Lee Deitesfeld
Ivan Delgado-Enciso
Laura Delgado-Ortiz
Daniel Demant
Berecha Hundessa Demessa
Andreas K Demetriades
Xinlei Deng
Edgar Denova-Gutiérrez
Kebede Deribe
Nikolaos Dervenis
Don C Des Jarlais
Hardik Dineshbhai Desai
Rupak Desai
Keshab Deuba
Vinoth Gnana Chellaiyan Devanbu
Sourav Dey
Arkadeep Dhali
Kuldeep Dhama
Mandira Lamichhane Dhimal
Meghnath Dhimal
Sameer Dhingra
Diana Dias da Silva
Daniel Diaz
Adriana Dima
Delaney D Ding
M Ashworth Dirac
Abhinav Dixit
Shilpi Gupta Dixit
Thanh Chi Do
Thao Huynh Phuong Do
Camila Bruneli do Prado
Masoud Dodangeh
Klara Georgieva Dokova
Christiane Dolecek
E Ray Dorsey
Wendel Mombaque dos Santos
Rajkumar Doshi
Leila Doshmangir
Abdel Douiri
Robert Kokou Dowou
Tim Robert Driscoll
Haneil Larson Dsouza
John Dube
Samuel C Dumith
Susanna J Dunachie
Bruce B Duncan
Andre Rodrigues Duraes
Senbagam Duraisamy
Oyewole Christopher Durojaiye
Sulagna Dutta
Paulina Agnieszka Dzianach
Arkadiusz Marian Dziedzic
Oluwakemi Ebenezer
Ejemai Eboreime
Alireza Ebrahimi
Chidiebere Peter Echieh
Abdelaziz Ed-Dra
Hisham Atan Edinur
David Edvardsson
Kristina Edvardsson
Defi Efendi
Ferry Efendi
Shayan Eghdami
Terje Andreas Eikemo
Ebrahim Eini
Michael Ekholuenetale
Emmanuel Ekpor
Temitope Cyrus Ekundayo
Rabie Adel El Arab
Doaa Abdel Wahab El Morsi
Maysaa El Sayed Zaki
Maha El Tantawi
Iffat Elbarazi
Noha Mousaad Elemam
Frank J Elgar
Islam Y Elgendy
Ghada Metwally Tawfik ElGohary
Hala Rashad Elhabashy
Muhammed Elhadi
Omar Abdelsadek Abdou Elmeligy
Mohammed Elshaer
Ibrahim Elsohaby
Amir Emami Zeydi
Mehdi Emamverdi
Theophilus I Emeto
Luchuo Engelbert Bain
Ryenchindorj Erkhembayar
Tesfahun C Eshetie
Sharareh Eskandarieh
Juan Espinosa-Montero
Kara Estep
Farshid Etaee
Ugochukwu Anthony Eze
Natalia Fabin
Adewale Oluwaseun Fadaka
Adeniyi Francis Fagbamigbe
Saman Fahimi
Luca Falzone
Carla Sofia e Sá Farinha
MoezAlIslam Ezzat Mahmoud Faris
Mohsen Farjoud Kouhanjani
Andre Faro
Hossein Farrokhpour
Ali Fatehizadeh
Hamed Fattahi
Nelsensius Klau Fauk
Pooria Fazeli
Valery L Feigin
Ginenus Fekadu
Seyed-Mohammad Fereshtehnejad
Abdullah Hamid Feroze
Daniela Ferrante
Pietro Ferrara
Nuno Ferreira
Getahun Fetensa
Irina Filip
Florian Fischer
Joanne Flavel
Abraham D Flaxman
Luisa S Flor
Bobirca Teodor Florin
Morenike Oluwatoyin Folayan
Kristen Marie Foley
Artem Alekseevich Fomenkov
Lisa M Force
Carla Fornari
Behzad Foroutan
Matteo Foschi
Kate Louise Francis
Richard Charles Franklin
Alberto Freitas
Joseph Friedman
Sara D Friedman
Takeshi Fukumoto
John E Fuller
Peter Andras Gaal
Muktar A Gadanya
Santosh Gaihre
Abduzhappar Gaipov
Emmanuela Gakidou
Yaseen Galali
Nasrin Galehdar
Silvano Gallus
Quan Gan
Aravind P Gandhi
Balasankar Ganesan
Jalaj Garg
Shuo-Yan Gau
Prem Gautam
Rupesh K Gautam
Federica Gazzelloni
Miglas W Gebregergis
Mesfin Gebrehiwot
Tesfay Brhane Gebremariam
Urge Gerema
Motuma Erena Getachew
Tamirat Getachew
Peter W Gething
Mansour Ghafourifard
Sulmaz Ghahramani
Khalid Yaser Ghailan
Alireza Ghajar
Mohammad Javad Ghanbarnia
MohammadReza Ghasemi
Afsaneh Ghasemzadeh
Fariba Ghassemi
Ramy Mohamed Ghazy
Sailaja Ghimire
Asadollah Gholamian
Ali Gholamrezanezhad
Pooyan Ghorbani Vajargah
Ghozali Ghozali
Sherief Ghozy
Arun Digambarrao Ghuge
Alessandro Gialluisi
Ruth Margaret Gibson
Artyom Urievich Gil
Paramjit Singh Gill
Tiffany K Gill
Richard F Gillum
Themba G Ginindza
Alem Girmay
James C Glasbey
Elena V Gnedovskaya
Laszlo Göbölös
Amit Goel
Mohamad Goldust
Mahaveer Golechha
Pouya Goleij
Arefeh Golestanfar
Davide Golinelli
Philimon N Gona
Houman Goudarzi
Amir Hossein Goudarzian
Anmol Goyal
Scott Greenhalgh
Michal Grivna
Giovanni Guarducci
Mohammed Ibrahim Mohialdeen Gubari
Mesay Dechasa Gudeta
Avirup Guha
Stefano Guicciardi
Damitha Asanga Gunawardane
Sasidhar Gunturu
Cui Guo
Anish Kumar Gupta
Bhawna Gupta
Indarchand Ratanlal Gupta
Rajat Das Gupta
Sapna Gupta
Veer Bala Gupta
Vijai Kumar Gupta
Vivek Kumar Gupta
Reyna Alma Gutiérrez
Farrokh Habibzadeh
Parham Habibzadeh
Vladimir Hachinski
Mohammad Haddadi
Rasool Haddadi
Nils Haep
Adel Hajj Ali
Esam S Halboub
Sobia Ahsan Halim
Brian J Hall
Sebastian Haller
Rabih Halwani
Randah R Hamadeh
Kanaan Hamagharib Abdullah
Samer Hamidi
Mohammad Hamiduzzaman
Ahmad Hammoud
Nasrin Hanifi
Graeme J Hankey
Md Abdul Hannan
Md Nuruzzaman Haque
Harapan Harapan
Josep Maria Haro
Ahmed I Hasaballah
Faizul Hasan
Ikramul Hasan
M Tasdik Hasan
Hamidreza Hasani
Mohammad Hasanian
Ali Hasanpour- Dehkordi
Abbas M Hassan
Amr Hassan
Hossein Hassanian-Moghaddam
Soheil Hassanipour
Johannes Haubold
Rasmus J Havmoeller
Simon I Hay
Youssef Hbid
Jeffrey J Hebert
Omar E Hegazi
Golnaz Heidari
Mohammad Heidari
Mahsa Heidari-Foroozan
Reza Heidari-Soureshjani
Bartosz Helfer
Claudiu Herteliu
Hamed Hesami
Dineshani Hettiarachchi
Demisu Zenbaba Heyi
Kamal Hezam
Yuta Hiraike
Howard J Hoffman
Ramesh Holla
Nobuyuki Horita
Md Belal Hossain
Md Mahbub Hossain
Sahadat Hossain
Mohammad-Salar Hosseini
Hassan Hosseinzadeh
Mehdi Hosseinzadeh
Mihaela Hostiuc
Sorin Hostiuc
Mohamed Hsairi
Vivian Chia-rong Hsieh
Chengxi Hu
Junjie Huang
Md Nazmul Huda
Fernando N Hugo
Michael Hultström
Javid Hussain
Salman Hussain
Nawfal R Hussein
Le Duc Huy
Hong-Han Huynh
Bing-Fang Hwang
Segun Emmanuel Ibitoye
Oluwatope Olaniyi Idowu
Desta Ijo
Kevin S Ikuta
Mehran Ilaghi
Olayinka Stephen Ilesanmi
Irena M Ilic
Milena D Ilic
Mustapha Immurana
Leeberk Raja Inbaraj
Arnaud Iradukunda
Farideh Iravanpour
Kenneth Chukwuemeka Iregbu
Md Rabiul Islam
Mohammad Mainul Islam
Sheikh Mohammed Shariful Islam
Farhad Islami
Nahlah Elkudssiah Ismail
Gaetano Isola
Masao Iwagami
Chidozie C D Iwu
Chinwe Juliana Iwu-Jaja
Mahalaxmi Iyer
Linda Merin J
Jalil Jaafari
Louis Jacob
Kathryn H Jacobsen
Farhad Jadidi-Niaragh
Morteza Jafarinia
Khushleen Jaggi
Kasra Jahankhani
Nader Jahanmehr
Haitham Jahrami
Akhil Jain
Nityanand Jain
Ammar Abdulrahman Jairoun
Mihajlo Jakovljevic
Reza Jalilzadeh Yengejeh
Elham Jamshidi
Chinmay T Jani
Mark M Janko
Abubakar Ibrahim Jatau
Sathish Kumar Jayapal
Shubha Jayaram
Jayakumar Jeganathan
Alelign Tasew Jema
Digisie Mequanint Jemere
Wonjeong Jeong
Anil K Jha
Ravi Prakash Jha
John S Ji
Heng Jiang
Yingzhao Jin
Yinzi Jin
Olatunji Johnson
Nabi Jomehzadeh
Darwin Phan Jones
Tamas Joo
Abel Joseph
Nitin Joseph
Charity Ehimwenma Joshua
Jacek Jerzy Jozwiak
Mikk Jürisson
Billingsley Kaambwa
Ali Kabir
Hannaneh Kabir
Zubair Kabir
Vidya Kadashetti
Farima Kahe
Pradnya Vishal Kakodkar
Rizwan Kalani
Leila R Kalankesh
Feroze Kaliyadan
Sanjay Kalra
Ashwin Kamath
Arun Kamireddy
Thanigaivelan Kanagasabai
Himal Kandel
Edmund Wedam Kanmiki
Kehinde Kazeem Kanmodi
Rami S Kantar
Neeti Kapoor
Mehrdad Karajizadeh
Behzad Karami Matin
Shama D Karanth
Ibraheem M Karaye
Asima Karim
Hanie Karimi
Salah Eddin Karimi
Arman Karimi Behnagh
Samad Karkhah
Ajit K Karna
Faizan Zaffar Kashoo
Hengameh Kasraei
Nigussie Assefa Kassaw
Nicholas J Kassebaum
Molly B Kassel
Adarsh Katamreddy
Srinivasa Vittal Katikireddi
Patrick DMC Katoto
Joonas H Kauppila
Navjot Kaur
Neda Kaydi
Jeanne Françoise Kayibanda
Gbenga A Kayode
Foad Kazemi
Sina Kazemian
sara Kazeminia
Leila Keikavoosi-Arani
Cathleen Keller
John H Kempen
Jessica A Kerr
Emmanuelle Kesse-Guyot
Mohammad Keykhaei
Mohamad Mehdi Khadembashiri
Mohammad Amin Khadembashiri
Morteza Abdullatif Khafaie
Himanshu Khajuria
Mohammad Khalafi
Amirmohammad Khalaji
Nauman Khalid
Ibrahim A Khalil
Faham Khamesipour
Asaduzzaman Khan
Gulfaraz Khan
Ikramullah Khan
Imteyaz A Khan
Maseer Khan
Moien AB Khan
Taimoor Khan
Mahammed Ziauddin Khan suheb
Shaghayegh Khanmohammadi
Khaled Khatab
Fatemeh Khatami
Armin Khavandegar
Hamid Reza Khayat Kashani
Khalid A Kheirallah
Feriha Fatima Khidri
Elaheh Khodadoust
Moein Khormali
Mahmood Khosrowjerdi
Jagdish Khubchandani
Helda Khusun
Zemene Demelash Kifle
Grace Kim
Jihee Kim
Ruth W Kimokoti
Kasey E Kinzel
Girmay Tsegay Kiross
Adnan Kisa
Sezer Kisa
Juniper Boroka Kiss
Mika Kivimäki
Desmond Klu
Ann Kristin Skrindo Knudsen
Ali-Asghar Kolahi
Farzad Kompani
Gerbrand Koren
Soewarta Kosen
Karel Kostev
Ashwin Laxmikant Kotnis
Parvaiz A Koul
Sindhura Lakshmi Koulmane Laxminarayana
Ai Koyanagi
Michael A Kravchenko
Kewal Krishan
Hare Krishna
Vijay Krishnamoorthy
Yuvaraj Krishnamoorthy
Kris J Krohn
Barthelemy Kuate Defo
Connor M Kubeisy
Burcu Kucuk Bicer
Md Abdul Kuddus
Mohammed Kuddus
Ilari Kuitunen
Omar Kujan
Mukhtar Kulimbet
Vishnutheertha Kulkarni
Ashish Kumar
Harish Kumar
Nithin Kumar
Rahul Kumar
Shiv Kumar
Madhulata Kumari
Almagul Kurmanova
Om P Kurmi
Asep Kusnali
Dian Kusuma
Tezer Kutluk
Ambily Kuttikkattu
Evans F Kyei
Ilias Kyriopoulos
Carlo La Vecchia
Muhammad Awwal Ladan
Lucie Laflamme
Chandrakant Lahariya
Abdelilah Lahmar
Daphne Teck Ching Lai
Tri Laksono
Dharmesh Kumar Lal
Ratilal Lalloo
Tea Lallukka
Judit Lám
Demetris Lamnisos
Tuo Lan
Francesco Lanfranchi
Berthold Langguth
Van Charles Lansingh
Ariane Laplante-Lévesque
Bagher Larijani
Anders O Larsson
Savita Lasrado
Kamaluddin Latief
Mahrukh Latif
Kaveh Latifinaibin
Paolo Lauriola
Long Khanh Dao Le
Nhi Huu Hanh Le
Thao Thi Thu Le
Trang Diep Thanh Le
Munjae Lee
Paul H Lee
Sang-woong Lee
Seung Won Lee
Wei-Chen Lee
Yo Han Lee
Samson Mideksa Legesse
James Leigh
Jacopo Lenzi
Elvynna Leong
Temesgen L Lerango
Ming-Chieh Li
Wei Li
Xiaopan Li
Yichong Li
Zhihui Li
Massimo Libra
Virendra S Ligade
Andrew Tiyamike Makhiringa Likaka
Lee-Ling Lim
Ro-Ting Lin
Shuzhi Lin
Vasileios-Arsenios Lioutas
Stefan Listl
Jue Liu
Simin Liu
Xiaofeng Liu
Katherine M Livingstone
Erand Llanaj
Chun-Han Lo
Arianna Maever Loreche
László Lorenzovici
Mojgan Lotfi
Masoud Lotfizadeh
Rafael Lozano
Jailos Lubinda
Giancarlo Lucchetti
Alessandra Lugo
Raimundas Lunevicius
Jianing Ma
Stefan Ma
Zheng Feei Ma
Mahmoud Mabrok
Nikolaos Machairas
Monika Machoy
Christian Madsen
Javier A Magaña Gómez
Azzam A Maghazachi
Sandeep B Maharaj
Preeti Maharjan
Soleiman Mahjoub
Mansour Adam Mahmoud
Elham Mahmoudi
Morteza Mahmoudi
Omar Mohamed Makram
Jeadran N Malagón-Rojas
Elaheh Malakan Rad
Reza Malekzadeh
Armaan K Malhotra
Kashish Malhotra
Ahmad Azam Malik
Iram Malik
Lesibana Anthony Malinga
Deborah Carvalho Malta
Abdullah A Mamun
Yosef Manla
Fahmida Mannan
Yasaman Mansoori
Ali Mansour
Vahid Mansouri
Mohammad Ali Mansournia
Lorenzo Giovanni Mantovani
Bishnu P Marasini
Hamid Reza Marateb
Joemer C Maravilla
Agustina M Marconi
Parham Mardi
Mirko Marino
Abdoljalal Marjani
Carlos Alberto Marrugo Arnedo
Bernardo Alfonso Martinez-Guerra
Ramon Martinez-Piedra
Cleodice A Martins
Francisco Rogerlândio Martins-Melo
Miquel Martorell
Wolfgang Marx
Sharmeen Maryam
Roy Rillera Marzo
Kedar K V Mate
Clara N Matei
Alexander G Mathioudakis
Richard James Maude
Andrea Maugeri
Erin A May
Mahsa Mayeli
Maryam Mazaheri
Mohsen Mazidi
Antonio Mazzotti
Colm McAlinden
John J McGrath
Martin McKee
Anna Laura W McKowen
Susan A McLaughlin
Michael A McPhail
Steven M McPhail
Enkeleint A Mechili
Rishi P Mediratta
Jitendra Kumar Meena
Medhin Mehari
Max L Mehlman
Rahul Mehra
Kamran Mehrabani-Zeinabad
Entezar Mehrabi Nasab
Ravi Mehrotra
Mathewos M Mekonnen
Walter Mendoza
Ritesh G Menezes
Endalkachew Worku Mengesha
George A Mensah
Laverne G Mensah
Alexios-Fotios A Mentis
Sultan Ayoub Meo
Atte Meretoja
Tuomo J Meretoja
Abera M Mersha
Bezawit Afework Mesfin
Tomislav Mestrovic
Adquate Mhlanga
Laurette Mhlanga
Tianyue Mi
Georgia Micha
Irmina Maria Michalek
Ted R Miller
Sergey Nikolaevich Mindlin
Giada Minelli
Le Huu Nhat Minh
GK Mini
Neema W Minja
Niloofar Mirdamadi
Mojgan Mirghafourvand
Andreea Mirica
Seyed Kazem Mirinezhad
Omid Mirmosayyeb
Mizan Kiros Mirutse
Mohammad Mirza-Aghazadeh-Attari
Maryam Mirzaei
Tadesse Misgana
Sanjeev Misra
Philip B Mitchell
Prasanna Mithra
Chaitanya Mittal
Madhukar Mittal
Babak Moazen
Ahmed Ismail Mohamed
Jama Mohamed
Mouhand F H Mohamed
Nouh Saad Mohamed
Sakineh Mohammad-Alizadeh-Charandabi
Soheil Mohammadi
Abdollah Mohammadian-Hafshejani
Saeed Mohammad-pour
Marita Mohammadshahi
Mustapha Mohammed
Salahuddin Mohammed
Shafiu Mohammed
Hoda Mojiri-forushani
Ali H Mokdad
Peyman Mokhtarzadehazar
Kaveh Momenzadeh
Sara Momtazmanesh
Lorenzo Monasta
Mohammad Ali Moni
Fateme Montazeri
AmirAli Moodi Ghalibaf
Maryam Moradi
Yousef Moradi
Maziar Moradi-Lakeh
Mehdi Moradinazar
Farhad Moradpour
Paula Moraga
Lidia Morawska
Rafael Silveira Moreira
Negar Morovatdar
Shane Douglas Morrison
Jakub Morze
Reza Mosaddeghi Heris
Jonathan F Mosser
Elias Mossialos
Hakimeh Mostafavi
Amirmahdi Mostofinejad
Vincent Mougin
Simin Mouodi
Parsa Mousavi
Seyed Ehsan Mousavi
Amin Mousavi Khaneghah
Christine Mpundu-Kaambwa
Matías Mrejen
Sumaira Mubarik
Lorenzo Muccioli
Ulrich Otto Mueller
Faraz Mughal f.mughal@keele.ac.uk
Sumoni Mukherjee
George Duke Mukoro
Admir Mulita
Francesk Mulita
Malaisamy Muniyandi
Kavita Munjal
Fungai Musaigwa
Khaled M Musallam
Ghulam Mustafa
Sathish Muthu
Saravanan Muthupandian
Woojae Myung
Ashraf F Nabhan
Fredrick Muyia Nafukho
Ahamarshan Jayaraman Nagarajan
Mohsen Naghavi
Pirouz Naghavi
Ganesh R Naik
Gurudatta Naik
Mukhammad David Naimzada
Sanjeev Nair
Tapas Sadasivan Nair
Hastyar Hama Rashid Najmuldeen
Luigi Naldi
Vinay Nangia
Shumaila Nargus
Bruno Ramos Nascimento
Gustavo G Nascimento
Abdallah Y Naser
Mohammad Javad Nasiri
Zuhair S Natto
Javaid Nauman
Muhammad Naveed
Biswa Prakash Nayak
Vinod C Nayak
Ashish Kumar Nayyar
Athare Nazri-Panjaki
Hadush Negash
Amayu Kumesa Negero
Ionut Negoi
Ruxandra Irina Negoi
Serban Mircea Negru
Seyed Aria Nejadghaderi
Chakib Nejjari
Mohammad Hadi Nematollahi
Evangelia Nena
Samata Nepal
Olivia D Nesbit
Charles Richard James Newton
Josephine W Ngunjiri
Dang H Nguyen
Phat Tuan Nguyen
Phuong The Nguyen
Tuan Thanh Nguyen
Van Thanh Nguyen
Yeshambel T Nigatu
Taxiarchis Konstantinos Nikolouzakis
Ali Nikoobar
Amin Reza Nikpoor
Muhammad A Nizam
Shuhei Nomura
Mamoona Noreen
Nafise Noroozi
Abbas Norouzian Baghani
Bo Norrving
Jean Jacques Noubiap
Amanda Novotney
Chisom Adaobi Nri-Ezedi
George Ntaios
Mpiko Ntsekhe
Virginia Nuñez-Samudio
Dieta Nurrika
Bogdan Oancea
Kehinde O Obamiro
Ismail A Odetokun
Akinyemi O D Ofakunrin
Ropo Ebenezer Ogunsakin
James Odhiambo Oguta
In-Hwan Oh
Hassan Okati-Aliabad
Sylvester Reuben Okeke
Akinkunmi Paul Okekunle
Lawrence Okidi
Osaretin Christabel Okonji
Patrick Godwin Okwute
Andrew T Olagunju
Muideen Tunbosun Olaiya
Titilope O Olanipekun
Matthew Idowu Olatubi
Antonio Olivas-Martinez
Gláucia Maria Moraes Oliveira
Susan Oliver
Abdulhakeem Abayomi Olorukooba
Isaac Iyinoluwa Olufadewa
Bolajoko Olubukunola Olusanya
Jacob Olusegun Olusanya
Yinka Doris Oluwafemi
Gideon Olamilekan Oluwatunase
Hany A Omar
Goran Latif Omer
Sokking Ong
Obinna E Onwujekwe
Kenneth Ikenna Onyedibe
John Nelson Opio
Michal Ordak
E Roberto Orellana
Orish Ebere Orisakwe
Verner N Orish
Hans Orru
Doris V Ortega-Altamirano
Alberto Ortiz
Edgar Ortiz-Brizuela
Esteban Ortiz-Prado
Uchechukwu Levi Osuagwu
Adrian Otoiu
Nikita Otstavnov
Amel Ouyahia
Guoqing Ouyang
Mayowa O Owolabi
Ifeoluwa Temitayo Oyeyemi
Oyetunde T Oyeyemi
Yaz Ozten
Mahesh Padukudru P A
Jagadish Rao Padubidri
Mahsa Pahlavikhah Varnosfaderani
Pramod Kumar Pal
Tamás Palicz
Claudia Palladino
Raffaele Palladino
Raul Felipe Palma-Alvarez
Adrian Pana
Parsa Panahi
Ashok Pandey
Seithikurippu R Pandi-Perumal
Victoria Pando-Robles
Helena Ullyartha Pangaribuan
Georgios D Panos
Ioannis Pantazopoulos
Paraskevi Papadopoulou
Shahina Pardhan
Romil R Parikh
Seoyeon Park
Ashwaghosha Parthasarathi
Ava Pashaei
Deepak Kumar Pasupula
Jenil R Patel
Sangram Kishor Patel
Aslam Ramjan Pathan
Ashlesh Patil
Shankargouda Patil
Dimitrios Patoulias
Venkata Suresh Patthipati
Uttam Paudel
Shrikant Pawar
Hamidreza Pazoki Toroudi
Spencer A Pease
Amy E Peden
Paolo Pedersini
Minjin Peng
Umberto Pensato
Veincent Christian Filipino Pepito
Emmanuel K Peprah
Gavin Pereira
Jeevan Pereira
Marcos Pereira
Mario F P Peres
Arokiasamy Perianayagam
Norberto Perico
Ionela-Roxana Petcu
Fanny Emily Petermann-Rocha
Raffaele Pezzani
Hoang Tran Pham
Michael R Phillips
Daniela Pierannunzio
Manon Pigeolet
David M Pigott
Thomas Pilgrim
Marina Pinheiro
Michael A Piradov
Nishad Plakkal
Evgenii Plotnikov
Dimitri Poddighe
Peter Pollner
Ramesh Poluru
Constance Dimity Pond
Maarten J Postma
Govinda Raj Poudel
Lisasha Poudel
Ghazaleh Pourali
Naeimeh Pourtaheri
Sergio I Prada
Pranil Man Singh Pradhan
Vijay Kumar Prajapati
V Prakash
Chandra P Prasad
Manya Prasad
Akila Prashant
Elton Junio Sady Prates
Hery Purnobasuki
Bharathi M Purohit
Jagadeesh Puvvula
Rizwan Qaisar
Nameer Hashim Qasim
Ibrahim Qattea
Gangzhen Qian
Nguyen Khoi Quan
Amir Radfar
Venkatraman Radhakrishnan
Pourya Raee
Hadi Raeisi Shahraki
Seyedeh Niloufar Rafiei Alavi
Ibrar Rafique
Alberto Raggi
Fakher Rahim
Md Mosfequr Rahman
Mosiur Rahman
Muhammad Aziz Rahman
Tafhimur Rahman
Amir Masoud Rahmani
Shayan Rahmani
Niloufar Rahnavard
Pramila Rai
Sathish Rajaa
Ali Rajabpour-Sanati
Prashant Rajput
Prasanna Ram
Hazem Ramadan
Shakthi Kumaran Ramasamy
Sheena Ramazanu
Juwel Rana
Kritika Rana
Chhabi Lal Ranabhat
Nemanja Rancic
Smitha Rani
Shubham Ranjan
Chythra R Rao
Indu Ramachandra Rao
Mithun Rao
Sowmya J Rao
Drona Prakash Rasali
Davide Rasella
Sina Rashedi
Vahid Rashedi
Ahmed Mustafa Rashid
Ashkan Rasouli-Saravani
Prateek Rastogi
Azad Rasul
Ramin Ravangard
Nakul Ravikumar
David Laith Rawaf
Salman Rawaf
Reza Rawassizadeh
Iman Razeghian-Jahromi
Murali Mohan Rama Krishna Reddy
Elrashdy Moustafa Mohamed Redwan
Faizan Ur Rehman
Robert C Reiner Jr
Giuseppe Remuzzi
Bhageerathy Reshmi
Serge Resnikoff
Luis Felipe Reyes
Malihe Rezaee
Negar Rezaei
Nima Rezaei
Mohsen Rezaeian
Mavra A Riaz
Ana Isabel Ribeiro
Daniel Cury Ribeiro
Jennifer Rickard
Maria Jesus Rios-Blancas
Hannah Elizabeth Robinson-Oden
Mónica Rodrigues
Jefferson Antonio Buendia Rodriguez
Leonardo Roever
Ravi Rohilla
Peter Rohloff
Debby Syahru Romadlon
Luca Ronfani
Gholamreza Roshandel
Sharareh Roshanzamir
Morteza Rostamian
Bedanta Roy
Priyanka Roy
Enrico Rubagotti
Susan Fred Rumisha
Godfrey M Rwegerera
Andrzej Rynkiewicz
Manjula S
Chandan S N
Katharina S Sunnerhagen
Aly M A Saad
Michela Sabbatucci
Korosh Saber
Maha Mohamed Saber-Ayad
Simona Sacco
Basema Saddik
Adam Saddler
Bashdar Abuzed Sadee
Ehsan Sadeghi
Masoumeh Sadeghi
Saeid Sadeghian
Umar Saeed
Maryam Saeedi
Sare Safi
Rajesh Sagar
Amene Saghazadeh
Narjes Saheb Sharif-Askari
Soumya Swaroop Sahoo
Mohammad Ali Sahraian
Seyed Aidin Sajedi
Mirza Rizwan Sajid
Joseph W Sakshaug
Saina Salahi
Sarvenaz Salahi
Payman Salamati
Afeez Abolarinwa Salami
Luciane B Salaroli
Mohamed A Saleh
Sana Salehi
Marwa Rashad Salem
Mohammed Z Y Salem
Sohrab Salimi
Hossein Samadi Kafil
Sara Samadzadeh
Kamel A Samara
Saad Samargandy
Yoseph Leonardo Samodra
Vijaya Paul Samuel
Abdallah M Samy
Juan Sanabria
Nima Sanadgol
Edmond Sanganyado
Rama Krishna Sanjeev
Francesco Sanmarchi
Francesca Sanna
Ichtiarini Nurullita Santri
Milena M Santric-Milicevic
Made Ary Sarasmita
Aswini Saravanan
Babak Saravi
Yaser Sarikhani
Chinmoy Sarkar
Rodrigo Sarmiento-Suárez
Gargi Sachin Sarode
Sachin C Sarode
Arash Sarveazad
Brijesh Sathian
Thirunavukkarasu Sathish
Davide Sattin
Jennifer Saulam
Susan M Sawyer
Sonia Saxena
Ganesh Kumar Saya
Yaser Sayadi
Abu Sayeed
Md Abu Sayeed
Mete Saylan
Nikolaos Scarmeas
Benedikt Michael Schaarschmidt
Winfried Schlee
Maria Inês Schmidt
Art Schuermans
David C Schwebel
Falk Schwendicke
Mario Šekerija
Siddharthan Selvaraj
Mohammad H Semreen
Sabyasachi Senapati
Pallav Sengupta
Subramanian Senthilkumaran
Sadaf G Sepanlou
Dragos Serban
Addisu Sertsu
Yashendra Sethi
SeyedAhmad SeyedAlinaghi
Seyed Arsalan Seyedi
Amir Shafaat
Omid Shafaat
Mahan Shafie
Arman Shafiee
Nilay S Shah
Pritik A Shah
Saeed Shahabi
Ataollah Shahbandi
Izza Shahid
Samiah Shahid
Wajeehah Shahid
Moyad Jamal Shahwan
Masood Ali Shaikh
Alireza Shakeri
Husain Shakil
Sunder Sham
Muhammad Aaqib Shamim
Mehran Shams-Beyranvand
Hina Shamshad
Mohammad Ali Shamshirgaran
Mohammad Anas Shamsi
Mohd Shanawaz
Abhishek Shankar
Sadaf Sharfaei
Amin Sharifan
Mariam Shariff
Javad Sharifi-Rad
Manoj Sharma
Rajesh Sharma
Saurab Sharma
Vishal Sharma
Rajesh P Shastry
Amin Shavandi
David H Shaw
Amir Mehdi Shayan
Amr Mohamed Elsayed Shehabeldine
Aziz Sheikh
Rahim Ali Sheikhi
Jiabin Shen
Manjunath Mala Shenoy
B Suresh Kumar Shetty
Ranjitha S Shetty
Robert Adamu Shey
Amir Shiani
Kenji Shibuya
Desalegn Shiferaw
Mika Shigematsu
Jae Il Shin
Min-Jeong Shin
Rahman Shiri
Reza Shirkoohi
Aminu Shittu
Ivy Shiue
K M Shivakumar
Velizar Shivarov
Sina Shool
Sunil Shrestha
Kanwar Hamza Shuja
Kerem Shuval
Yafei Si
Migbar Mekonnen Sibhat
Emmanuel Edwar Siddig
Inga Dora Sigfusdottir
João Pedro Silva
Luís Manuel Lopes Rodrigues Silva
Soraia Silva
Jorge Piano Simões
Colin R Simpson
Anjali Singal
Abhinav Singh
Aditya Singh
Ambrish Singh
Balbir Bagicha Singh
Baljinder Singh
Mahendra Singh
Mayank Singh
Narinder Pal Singh
Paramdeep Singh
Surjit Singh
Md Shahjahan Siraj
Freddy Sitas
Shravan Sivakumar
Valentin Yurievich Skryabin
Anna Aleksandrovna Skryabina
David A Sleet
Erica Leigh N Slepak
Hanye Sohrabi
Hamidreza Soleimani
Sameh S M Soliman
Marco Solmi
Yonatan Solomon
Yimeng Song
Reed J D Sorensen
Joan B Soriano
Ireneous N Soyiri
Michael Spartalis
Chandrashekhar T Sreeramareddy
Joseph R Starnes
Vladimir I Starodubov
Antonina V Starodubova
Simona Cătălina Stefan
Dan J Stein
Fridolin Steinbeis
Paschalis Steiropoulos
Leo Stockfelt
Mark A Stokes
Stefan Stortecky
Saverio Stranges
Konstantinos Stroumpoulis
Muhammad Suleman
Rizwan Suliankatchi Abdulkader
Abida Sultana
Jing Sun
David Sunkersing
Sri Susanty
Chandan Kumar Swain
Bryan L Sykes
Lukasz Szarpak
Mindy D Szeto
Miklós Szócska
Payam Tabaee Damavandi
Ozra Tabatabaei Malazy
Seyed-Amir Tabatabaeizadeh
Shima Tabatabai
Karen M Tabb
Mohammad Tabish
Luis M Taborda-Barata
Takahiro Tabuchi
Birkneh Tilahun Tadesse
Amirmasoud Taheri
Yasaman Taheri Abkenar
Moslem Taheri Soodejani
Amir Taherkhani
Jabeen Taiba
Ardeshir Tajbakhsh
Iman M Talaat
Ashis Talukder
Jacques Lukenze Tamuzi
Ker-Kan Tan
Haosu Tang
Hong K Tang
Nathan Y Tat
Vivian Y Tat
Razieh Tavakoli Oliaee
Seyed Mohammad Tavangar
Nuno Taveira
Tsion Mulat Tebeje
Yibekal Manaye Tefera
Mojtaba Teimoori
Mohamad-Hani Temsah
Reem Mohamad Hani Temsah
Masayuki Teramoto
Solomon Hailemariam Tesfaye
Pugazhenthan Thangaraju
Kavumpurathu Raman Thankappan
Rajshree Thapa
Rekha Thapar
Nihal Thomas
Amanda G Thrift
Chern Choong Chern Thum
Jing Tian
Ales Tichopad
Jansje Henny Vera Ticoalu
Tenaw Yimer Tiruye
Seyed Abolfazl Tohidast
Marcello Tonelli
Mathilde Touvier
Marcos Roberto Tovani-Palone
Khai Hoan Tram
Nghia Minh Tran
Domenico Trico
Indang Trihandini
Samuel Joseph Tromans
Vien T Truong
Thien Tan Tri Tai Truyen
Evangelia Eirini Tsermpini
Munkhtuya Tumurkhuu
Kang Tung
Stefanos Tyrovolas
Chukwudi S Ubah
Aniefiok John Udoakang
Arit Udoh
Inam Ulhaq
Saeed Ullah
Sana Ullah
Muhammad Umair
Tungki Pratama Umar
Chukwuma David Umeokonkwo
Anushri Umesh
Brigid Unim
Bhaskaran Unnikrishnan
Era Upadhyay
Daniele Urso
Marco Vacante
Amir Mohammad Vahdani
Asokan Govindaraj Vaithinathan
Sahel Valadan Tahbaz
Rohollah Valizadeh
Jef Van den Eynde
Elena Varavikova
Orsolya Varga
Siddhartha Alluri Varma
Priya Vart
Shoban Babu Varthya
Tommi Juhani Vasankari
Lennert J Veerman
Narayanaswamy Venketasubramanian
Deneshkumar Venugopal
Nicholas Alexander Verghese
Madhur Verma
Pratibha Verma
Massimiliano Veroux
Georgios-Ioannis Verras
Dominique Vervoort
Rafael José Vieira
Jorge Hugo Villafañe
Leonardo Villani
Gabriela Ines Villanueva
Paul J Villeneuve
Francesco S Violante
Rachel Visontay
Vasily Vlassov
Bay Vo
Stein Emil Vollset
Simona Ruxandra Volovat
Victor Volovici
Avina Vongpradith
Theo Vos
Isidora S Vujcic
Rade Vukovic
Yohannes Dibaba Wado
Hatem A Wafa
Yasir Waheed
Richard G Wamai
Cong Wang
Denny Wang
Fang Wang
Shu Wang
Song Wang
Yanzhong Wang
Yuan-Pang Wang
Paul Ward
Stefanie Watson
Marcia R Weaver
Kosala Gayan Weerakoon
Daniel J Weiss
Abrha Hailay Weldemariam
Katherine M Wells
Yi Feng Wen
Andrea Werdecker
Ronny Westerman
Dakshitha Praneeth Wickramasinghe
Nuwan Darshana Wickramasinghe
Tissa Wijeratne
Shadrach Wilson
Marcin W Wojewodzic
Eve E Wool
Anthony D Woolf
Dongze Wu
Ratna Dwi Wulandari
Hong Xiao
Bin Xu
Xiaoyue Xu
Lalit Yadav
Sajad Yaghoubi
Lin Yang
Yuichiro Yano
Yao Yao
Pengpeng Ye
Gesila Endashaw Yesera
Renjulal Yesodharan
Subah Abderehim Yesuf
Arzu Yiğit
Vahit Yiğit
Paul Yip
Dong Keon Yon
Naohiro Yonemoto
Yuyi You
Mustafa Z Younis
Chuanhua Yu
Siddhesh Zadey
Vesna Zadnik
Nima Zafari
Mohammad Zahedi
Muhammad Nauman Zahid
Mazyar Zahir
Fathiah Zakham
Nazar Zaki
Josefina Zakzuk
Giulia Zamagni
Burhan Abdullah Zaman
Sojib Bin Zaman
Nelson Zamora
Ramin Zand
Milad Zandi
Ghazal G Z Zandieh
Aurora Zanghì
Iman Zare
Mikhail Sergeevich Zastrozhin
Mohammed G M Zeariya
Youjie Zeng
Chunxia Zhai
Chen Zhang
Haijun Zhang
Hongwei Zhang
Yunquan Zhang
Zhaofeng Zhang
Zhenyu Zhang
Hanqing Zhao
Yang Zhao
Yong Zhao
Peng Zheng
Chenwen Zhong
Juexiao Zhou
Bin Zhu
Zhaohua Zhu
Pardis Ziaeefar
Magdalena Zielińska
Zhiyong Zou
Alimuddin Zumla
Elric Zweck
Samer H Zyoud
Stephen S Lim
Christopher J L Murray
Abstract
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.
Citation
Schumacher, A. E., Kyu, H. H., Aali, A., Abbafati, C., Abbas, J., Abbasgholizadeh, R., …Murray, C. J. L. (2024). 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. The Lancet, https://doi.org/10.1016/s0140-6736%2824%2900476-8
Journal Article Type | Article |
---|---|
Acceptance Date | Mar 1, 2024 |
Online Publication Date | Mar 11, 2024 |
Publication Date | 2024-03 |
Deposit Date | Mar 21, 2024 |
Journal | The Lancet |
Print ISSN | 0140-6736 |
Electronic ISSN | 1474-547X |
Publisher | Elsevier |
Peer Reviewed | Peer Reviewed |
DOI | https://doi.org/10.1016/s0140-6736%2824%2900476-8 |
Keywords | General Medicine |
Publisher URL | https://www.sciencedirect.com/science/article/pii/S0140673624004768?via%3Dihub |
Additional Information | This article is maintained by: Elsevier; Article Title: 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; Journal Title: The Lancet; CrossRef DOI link to publisher maintained version: https://doi.org/10.1016/S0140-6736(24)00476-8; CrossRef DOI link to the associated document: https://doi.org/10.1016/S0140-6736(24)00463-X; Content Type: article; Copyright: © 2024 The Author. Published by Elsevier Ltd. |
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