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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

Austin E Schumacher

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

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.