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Browsing by Author "Mohammadreza Abbasian"

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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
    (Elsevier B.V., 2024) 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 M.E. 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. 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; 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 D.M.C. 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 A.B. 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
    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. © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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    Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
    (Elsevier B.V., 2024) Mohsen Naghavi; Kanyin Liane Ong; Amirali Aali; Hazim S. Ababneh; Yohannes Habtegiorgis Abate; Cristiana Abbafati; Rouzbeh Abbasgholizadeh; Mohammadreza Abbasian; Mohsen Abbasi-Kangevari; Hedayat Abbastabar; Samar Abd ElHafeez; Michael Abdelmasseh; Sherief Abd-Elsalam; Ahmed Abdelwahab; Mohammad Abdollahi; Mohammad-Amin Abdollahifar; Meriem Abdoun; Deldar Morad Abdulah; Auwal Abdullahi; Mesfin Abebe; Samrawit Shawel Abebe; Aidin Abedi; Kedir Hussein Abegaz; E.S. Abhilash; Hassan Abidi; Olumide Abiodun; Richard Gyan Aboagye; Hassan Abolhassani; Meysam Abolmaali; Mohamed Abouzid; Girma Beressa Aboye; Lucas Guimaraes Abreu; Woldu Aberhe Abrha; Dariush Abtahi; Samir Abu Rumeileh; Hasan Abualruz; Bilyaminu Abubakar; Eman Abu-Gharbieh; Niveen Me Abu-Rmeileh; Salahdein Aburuz; Ahmed Abu-Zaid; Manfred Mario Kokou Accrombessi; Tadele Girum Adal; Abdu A. Adamu; Isaac Yeboah Addo; Giovanni Addolorato; Akindele Olupelumi Adebiyi; Victor Adekanmbi; Abiola Victor Adepoju; Charles Oluwaseun Adetunji; Juliana Bunmi Adetunji; Temitayo Esther Adeyeoluwa; Daniel Adedayo Adeyinka; Olorunsola Israel Adeyomoye; Biruk Adie Admass; Qorinah Estiningtyas Sakilah Adnani; Saryia Adra; Aanuoluwapo Adeyimika Afolabi; Muhammad Sohail Afzal; Saira Afzal; Suneth Buddhika Agampodi; Pradyumna Agasthi; Manik Aggarwal; Shahin Aghamiri; Feleke Doyore Agide; Antonella Agodi; Anurag Agrawal; Williams Agyemang-Duah; Bright Opoku Ahinkorah; Aqeel Ahmad; Danish Ahmad; Firdos Ahmad; Muayyad M Ahmad; Sajjad Ahmad; Shahzaib Ahmad; Tauseef Ahmad; Keivan Ahmadi; Amir Mahmoud Ahmadzade; Ali Ahmed; Ayman Ahmed; Haroon Ahmed; Luai A. 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Cheng; Nicolas Cherbuin; Wondimye Ashenafi Cheru; Ju-Huei Chien; Odgerel Chimed-Ochir; Ritesh Chimoriya; Patrick R. Ching; Jesus Lorenzo Chirinos-Caceres; Abdulaal Chitheer; William C. S. Cho; Bryan Chong; Hitesh Chopra; Sonali Gajanan Choudhari; Rajiv Chowdhury; Devasahayam J. Christopher; Isaac Sunday Chukwu; Eric Chung; Erin Chung; Eunice Chung; Sheng-Chia Chung; Muhammad Chutiyami; Zinhle Cindi; Iolanda Cioffi; Mareli M. Claassens; Rafael M. Claro; Kaleb Coberly; Rebecca M. Cogen; Alyssa Columbus; Haley Comfort; Joao Conde; Samuele Cortese; Paolo Angelo Cortesi; Vera Marisa Costa; Simona Costanzo; Ewerton Cousin; Rosa A. S. Couto; Richard G. Cowden; Kenneth Michael Cramer; Michael H. Criqui; Natalia Cruz-Martins; Silvia Magali Cuadra-Hernandez; Garland T. Culbreth; Patricia Cullen; Matthew Cunningham; Maria Paula Curado; Sriharsha Dadana; Omid Dadras; Siyu Dai; Xiaochen Dai; Zhaoli Dai; Lachlan L. Dalli; Giovanni Damiani; Jiregna Darega Gela; Jai K. Das; Saswati Das; Subasish Das; Ana Maria Dascalu; Nihar Ranjan Dash; Mohsen Dashti; Anna Dastiridou; Gail Davey; Claudio Alberto Davila-Cervantes; Nicole Davis Weaver; Kairat Davletov; Diego De Leo; Katie De Luca; Aklilu Tamire Debele; Shayom Debopadhaya; Louisa Degenhardt; Azizallah Dehghan; Lee Deitesfeld; Cristian Del Bo; Ivan Delgado-Enciso; Berecha Hundessa Demessa; Andreas K. Demetriades; Ke Deng; Xinlei Deng; Edgar Denova-Gutierrez; Niloofar Deravi; Nebiyu Dereje; Nikolaos Dervenis; Emina Dervišević; Don C. Des Jarlais; Hardik Dineshbhai Desai; Rupak Desai; Vinoth Gnana Chellaiyan Devanbu; Syed Masudur Rahman Dewan; Arkadeep Dhali; Kuldeep Dhama; Meghnath Dhimal; Sameer Dhingra; Vishal R. Dhulipala; Diana Dias Da Silva; Daniel Diaz; Michael J. Diaz; Adriana Dima; Delaney D. Ding; Huanghe Ding; Ricardo Jorge Dinis-Oliveira; M. Ashworth Dirac; Shirin Djalalinia; Thao Huynh Phuong Do; Camila Bruneli Do Prado; Saeid Doaei; Masoud Dodangeh; Milad Dodangeh; Sushil Dohare; Klara Georgieva Dokova; Christiane Dolecek; Regina-Mae Villanueva Dominguez; Wanyue Dong; Deepa Dongarwar; Mario D'Oria; Fariba Dorostkar; E. Ray Dorsey; Wendel Mombaque Dos Santos; Rajkumar Doshi; Leila Doshmangir; Robert Kokou Dowou; Tim Robert Driscoll; Haneil Larson Dsouza; Viola Dsouza; Mi Du; John Dube; Bruce B. Duncan; Andre Rodrigues Duraes; Senbagam Duraisamy; Oyewole Christopher Durojaiye; Laura Dwyer-Lindgren; Paulina Agnieszka Dzianach; Arkadiusz Marian Dziedzic; Abdel Rahman E'Mar; Ejemai Eboreime; Alireza Ebrahimi; Chidiebere Peter Echieh; Hisham Atan Edinur; David Edvardsson; Kristina Edvardsson; Defi Efendi; Ferry Efendi; Diyan Ermawan Effendi; Terje Andreas Eikemo; Ebrahim Eini; Michael Ekholuenetale; Temitope Cyrus Ekundayo; Iman El Sayed; Iffat Elbarazi; Teshome Bekele Elema; Noha Mousaad Elemam; Frank J. Elgar; Islam Y. Elgendy; Ghada Metwally Tawfik ElGohary; Hala Rashad Elhabashy; Muhammed Elhadi; Waseem El-Huneidi; Legesse Tesfaye Elilo; Omar Abdelsadek Abdou Elmeligy; Mohamed A. Elmonem; Mohammed Elshaer; Ibrahim Elsohaby; Theophilus I. Emeto; Luchuo Engelbert Bain; Ryenchindorj Erkhembayar; Christopher Imokhuede Esezobor; Babak Eshrati; Sharareh Eskandarieh; Juan Espinosa-Montero; Habtamu Esubalew; Farshid Etaee; Natalia Fabin; Adewale Oluwaseun Fadaka; Adeniyi Francis Fagbamigbe; Ayesha Fahim; Saman Fahimi; Aliasghar Fakhri-Demeshghieh; Luca Falzone; Mohammad Fareed; Carla Sofia E Sa Farinha; Moezalislam Ezzat Mahmoud Faris; Pawan Sirwan Faris; Andre Faro; Abidemi Omolara Fasanmi; Ali Fatehizadeh; Hamed Fattahi; Nelsensius Klau Fauk; Pooria Fazeli; Valery L. Feigin; Alireza Feizkhah; Ginenus Fekadu; Xiaoru Feng; Seyed-Mohammad Fereshtehnejad; Abdullah Hamid Feroze; Daniela Ferrante; Alize J. Ferrari; Nuno Ferreira; Getahun Fetensa; Bikila Regassa Feyisa; Irina Filip; Florian Fischer; Joanne Flavel; David Flood; Bobirca Teodor Florin; Nataliya A. Foigt; Morenike Oluwatoyin Folayan; Artem Alekseevich Fomenkov; Behzad Foroutan; Masoud Foroutan; Ingeborg Forthun; Daniela Fortuna; Matteo Foschi; Kayode Raphael Fowobaje; Kate Louise Francis; Richard Charles Franklin; Alberto Freitas; Joseph Friedman; Sara D. Friedman; Takeshi Fukumoto; John E. Fuller; Blima Fux; Peter Andras Gaal; Muktar A. Gadanya; Abhay Motiramji Gaidhane; Santosh Gaihre; Emmanuela Gakidou; Yaseen Galali; Natalie C. Galles; Silvano Gallus; Mandukhai Ganbat; Aravind P. Gandhi; Balasankar Ganesan; Mohammad Arfat Ganiyani; Ma Garcia-Gordillo; William M. Gardner; Jalaj Garg; Naval Garg; Rupesh K. Gautam; Semiu Olatunde Gbadamosi; Tilaye Gebru Gebi; Miglas W. Gebregergis; Mesfin Gebrehiwot; Teferi Gebru Gebremeskel; Simona Roxana Georgescu; Tamirat Getachew; Peter W. Gething; Molla Getie; Keyghobad Ghadiri; Sulmaz Ghahramani; Khalid Yaser Ghailan; Mohammad-Reza Ghasemi; Ghazal Ghasempour Dabaghi; Afsaneh Ghasemzadeh; Ahmad Ghashghaee; Fariba Ghassemi; Ramy Mohamed Ghazy; Ajnish Ghimire; Sama Ghoba; Maryam Gholamalizadeh; Asadollah Gholamian; Ali Gholamrezanezhad; Nasim Gholizadeh; Mahsa Ghorbani; Pooyan Ghorbani Vajargah; Aloke Gopal Ghoshal; Paramjit Singh Gill; Tiffany K. Gill; Richard F. Gillum; Themba G. Ginindza; Alem Girmay; James C. Glasbey; Elena V. Gnedovskaya; Laszlo Gobolos; Myron Anthony Godinho; Amit Goel; Ali Golchin; Mohamad Goldust; Mahaveer Golechha; Pouya Goleij; Nelson G. M. Gomes; Philimon N. Gona; Sameer Vali Gopalani; Giuseppe Gorini; Houman Goudarzi; Alessandra C. 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Hankey; Fahad Hanna; Md Abdul Hannan; Md Nuruzzaman Haque; Harapan Harapan; Arief Hargono; Josep Maria Haro; Ahmed I. Hasaballah; Ikramul Hasan; M. Tasdik Hasan; Hamidreza Hasani; Mohammad Hasanian; Abdiwahab Hashi; Md Saquib Hasnain; Ikrama Hassan; Soheil Hassanipour; Hadi Hassankhani; Johannes Haubold; Rasmus J. Havmoeller; Simon I. Hay; Jiawei He; Jeffrey J. Hebert; Omar E. Hegazi; Golnaz Heidari; Mohammad Heidari; Mahsa Heidari-Foroozan; Bartosz Helfer; Delia Hendrie; Brenda Yuliana Herrera-Serna; Claudiu Herteliu; Hamed Hesami; Kamal Hezam; Catherine L. Hill; Yuta Hiraike; Ramesh Holla; Nobuyuki Horita; Md Mahbub Hossain; Sahadat Hossain; Mohammad-Salar Hosseini; Hassan Hosseinzadeh; Mehdi Hosseinzadeh; Ahmad Hosseinzadeh Adli; Mihaela Hostiuc; Sorin Hostiuc; Mohamed Hsairi; Vivian Chiarong Hsieh; Rebecca L. Hsu; Chengxi Hu; Junjie Huang; Michael Hultstrom; Ayesha Humayun; Tsegaye Gebreyes Hundie; Javid Hussain; M. Azhar Hussain; Nawfal R. Hussein; Foziya Mohammed Hussien; Hong-Han Huynh; Bing-Fang Hwang; Segun Emmanuel Ibitoye; Khalid S. Ibrahim; Pulwasha Maria Iftikhar; Desta Ijo; Adalia I. Ikiroma; Kevin S. Ikuta; Paul Chukwudi Ikwegbue; Olayinka Stephen Ilesanmi; Irena M. Ilic; Milena D. Ilic; Mohammad Tarique Imam; Mustapha Immurana; Sumant Inamdar; Endang Indriasih; Muhammad Iqhrammullah; Arnaud Iradukunda; Kenneth Chukwuemeka Iregbu; Md Rabiul Islam; Sheikh Mohammed Shariful Islam; Farhad Islami; Faisal Ismail; Nahlah Elkudssiah Ismail; Hiroyasu Iso; Gaetano Isola; Masao Iwagami; Chidozie C. D. Iwu; Ihoghosa Osamuyi Iyamu; Mahalaxmi Iyer; J. Linda Merin; Jalil Jaafari; Louis Jacob; Kathryn H. Jacobsen; Farhad Jadidi-Niaragh; Morteza Jafarinia; Abdollah Jafarzadeh; Khushleen Jaggi; Kasra Jahankhani; Nader Jahanmehr; Haitham Jahrami; Nityanand Jain; Ammar Abdulrahman Jairoun; Abhishek Jaiswal; Elham Jamshidi; Mark M. Janko; Abubakar Ibrahim Jatau; Sabzali Javadov; Tahereh Javaheri; Sathish Kumar Jayapal; Shubha Jayaram; Rime Jebai; Sun Ha Jee; Jayakumar Jeganathan; Anil K. Jha; Ravi Prakash Jha; Heng Jiang; Yingzhao Jin; Olatunji Johnson; Mohammad Jokar; Jost B. Jonas; Tamas Joo; Abel Joseph; Nitin Joseph; Charity Ehimwenma Joshua; Grace Joshy; Jacek Jerzy Jozwiak; Mikk Jurisson; K. Vaishali; Billingsley Kaambwa; Ali Kabir; Zubair Kabir; Vidya Kadashetti; Dler Hussein Kadir; Rizwan Kalani; Laleh R. Kalankesh; Leila R. Kalankesh; Feroze Kaliyadan; Sanjay Kalra; Vineet Kumar Kamal; Sivesh Kathir Kamarajah; Rajesh Kamath; Zahra Kamiab; Naser Kamyari; Thanigaivelan Kanagasabai; Tanuj Kanchan; Himal Kandel; Arun R. Kanmanthareddy; Edmund Wedam Kanmiki; Kehinde Kazeem Kanmodi; S. Suthanthira Kannan; Sushil Kumar Kansal; Rami S. Kantar; Neeti Kapoor; Mehrdad Karajizadeh; Shama D. Karanth; Reema A. Karasneh; Ibraheem M. Karaye; Andre Karch; Asima Karim; Salah Eddin Karimi; Arman Karimi Behnagh; Faizan Zaffar Kashoo; Qalandar Hussein Abdulkarim Kasnazani; Hengameh Kasraei; Nicholas J. Kassebaum; Molly B. Kassel; Joonas H. Kauppila; Navjot Kaur; Norito Kawakami; Gbenga A. Kayode; Foad Kazemi; Sina Kazemian; Tahseen Haider Kazmi; Getu Mosisa Kebebew; Adera Debella Kebede; Fassikaw Kebede; Tibebeselassie S. Keflie; Peter Njenga Keiyoro; Cathleen Keller; Jaimon Terence Kelly; John H. Kempen; Jessica A. Kerr; Emmanuelle Kesse-Guyot; Himanshu Khajuria; Amirmohammad Khalaji; Nauman Khalid; Anees Ahmed Khalil; Alireza Khalilian; Faham Khamesipour; Ajmal Khan; Asaduzzaman Khan; Gulfaraz Khan; Ikramullah Khan; Imteyaz A. Khan; M. Nuruzzaman Khan; Mohammad Jobair Khan; Moien Ab Khan; Zeeshan Ali Khan; Mahammed Ziauddin Khan Suheb; Shaghayegh Khanmohammadi
    Background: Regular, detailed reporting on population health by underlying cause of death is fundamental for public health decision making. Cause-specific estimates of mortality and the subsequent effects on life expectancy worldwide are valuable metrics to gauge progress in reducing mortality rates. These estimates are particularly important following large-scale mortality spikes, such as the COVID-19 pandemic. When systematically analysed, mortality rates and life expectancy allow comparisons of the consequences of causes of death globally and over time, providing a nuanced understanding of the effect of these causes on global populations. Methods: The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 cause-of-death analysis estimated mortality and years of life lost (YLLs) from 288 causes of death by age-sex-location-year in 204 countries and territories and 811 subnational locations for each year from 1990 until 2021. The analysis used 56 604 data sources, including data from vital registration and verbal autopsy as well as surveys, censuses, surveillance systems, and cancer registries, among others. As with previous GBD rounds, cause-specific death rates for most causes were estimated using the Cause of Death Ensemble model—a modelling tool developed for GBD to assess the out-of-sample predictive validity of different statistical models and covariate permutations and combine those results to produce cause-specific mortality estimates—with alternative strategies adapted to model causes with insufficient data, substantial changes in reporting over the study period, or unusual epidemiology. YLLs were computed as the product of the number of deaths for each cause-age-sex-location-year and the standard life expectancy at each age. As part of the modelling process, uncertainty intervals (UIs) were generated using the 2·5th and 97·5th percentiles from a 1000-draw distribution for each metric. We decomposed life expectancy by cause of death, location, and year to show cause-specific effects on life expectancy from 1990 to 2021. We also used the coefficient of variation and the fraction of population affected by 90% of deaths to highlight concentrations of mortality. Findings are reported in counts and age-standardised rates. Methodological improvements for cause-of-death estimates in GBD 2021 include the expansion of under-5-years age group to include four new age groups, enhanced methods to account for stochastic variation of sparse data, and the inclusion of COVID-19 and other pandemic-related mortality—which includes excess mortality associated with the pandemic, excluding COVID-19, lower respiratory infections, measles, malaria, and pertussis. For this analysis, 199 new country-years of vital registration cause-of-death data, 5 country-years of surveillance data, 21 country-years of verbal autopsy data, and 94 country-years of other data types were added to those used in previous GBD rounds. Findings: The leading causes of age-standardised deaths globally were the same in 2019 as they were in 1990; in descending order, these were, ischaemic heart disease, stroke, chronic obstructive pulmonary disease, and lower respiratory infections. In 2021, however, COVID-19 replaced stroke as the second-leading age-standardised cause of death, with 94·0 deaths (95% UI 89·2–100·0) per 100 000 population. The COVID-19 pandemic shifted the rankings of the leading five causes, lowering stroke to the third-leading and chronic obstructive pulmonary disease to the fourth-leading position. In 2021, the highest age-standardised death rates from COVID-19 occurred in sub-Saharan Africa (271·0 deaths [250·1–290·7] per 100 000 population) and Latin America and the Caribbean (195·4 deaths [182·1–211·4] per 100 000 population). The lowest age-standardised death rates from COVID-19 were in the high-income super-region (48·1 deaths [47·4–48·8] per 100 000 population) and southeast Asia, east Asia, and Oceania (23·2 deaths [16·3–37·2] per 100 000 population). Globally, life expectancy steadily improved between 1990 and 2019 for 18 of the 22 investigated causes. Decomposition of global and regional life expectancy showed the positive effect that reductions in deaths from enteric infections, lower respiratory infections, stroke, and neonatal deaths, among others have contributed to improved survival over the study period. However, a net reduction of 1·6 years occurred in global life expectancy between 2019 and 2021, primarily due to increased death rates from COVID-19 and other pandemic-related mortality. Life expectancy was highly variable between super-regions over the study period, with southeast Asia, east Asia, and Oceania gaining 8·3 years (6·7–9·9) overall, while having the smallest reduction in life expectancy due to COVID-19 (0·4 years). The largest reduction in life expectancy due to COVID-19 occurred in Latin America and the Caribbean (3·6 years). Additionally, 53 of the 288 causes of death were highly concentrated in locations with less than 50% of the global population as of 2021, and these causes of death became progressively more concentrated since 1990, when only 44 causes showed this pattern. The concentration phenomenon is discussed heuristically with respect to enteric and lower respiratory infections, malaria, HIV/AIDS, neonatal disorders, tuberculosis, and measles. Interpretation: Long-standing gains in life expectancy and reductions in many of the leading causes of death have been disrupted by the COVID-19 pandemic, the adverse effects of which were spread unevenly among populations. Despite the pandemic, there has been continued progress in combatting several notable causes of death, leading to improved global life expectancy over the study period. Each of the seven GBD super-regions showed an overall improvement from 1990 and 2021, obscuring the negative effect in the years of the pandemic. Additionally, our findings regarding regional variation in causes of death driving increases in life expectancy hold clear policy utility. Analyses of shifting mortality trends reveal that several causes, once widespread globally, are now increasingly concentrated geographically. These changes in mortality concentration, alongside further investigation of changing risks, interventions, and relevant policy, present an important opportunity to deepen our understanding of mortality-reduction strategies. Examining patterns in mortality concentration might reveal areas where successful public health interventions have been implemented. Translating these successes to locations where certain causes of death remain entrenched can inform policies that work to improve life expectancy for people everywhere. Funding: Bill & Melinda Gates Foundation. © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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    Global Burden of Cardiovascular Diseases and Risks, 1990-2022
    (Elsevier Inc., 2023) George A. Mensah; Valentin Fuster; Christopher J.L. Murray; Gregory A. Roth; George A. Mensah; Yohannes Habtegiorgis Abate; Mohammadreza Abbasian; Foad Abd-Allah; Ashkan Abdollahi; Mohammad Abdollahi; Deldar Morad Abdulah; Auwal Abdullahi; Ayele Mamo Abebe; Aidin Abedi; Armita Abedi; Olugbenga Olusola Abiodun; Hiwa Abubaker Ali; Eman Abu-Gharbieh; Niveen M.E. Abu-Rmeileh; Salahdein Aburuz; Abdelrahman I. Abushouk; Ahmed Abu-Zaid; Tigist Demssew Adane; Nicola J. Adderley; Oladimeji M. Adebayo; Bashir Aden; Temitayo Esther Adeyeoluwa; Olorunsola Israel Adeyomoye; Qorinah Estiningtyas Sakilah Adnani; Fatemeh Afrashteh; Shadi Afyouni; Saira Afzal; Pradyumna Agasthi; Antonella Agodi; Constanza Elizabeth Aguilera Arriagada; Williams Agyemang-Duah; Bright Opoku Ahinkorah; Aqeel Ahmad; Danish Ahmad; Firdos Ahmad; Muayyad M. Ahmad; Ayman Ahmed; Haroon Ahmed; Muktar Beshir Ahmed; Syed Anees Ahmed; Marjan Ajami; Karolina Akinosoglou; Moein Ala; Tareq Mohammed Ali AL-Ahdal; Samer O. Alalalmeh; Ziyad Al-Aly; Nazmul Alam; Rasmieh Mustafa Al-Amer; Alaa Alashi; Mohammed Albashtawy; Mohammad T. AlBataineh; Haileselasie Berhane Alema; Sharifullah Alemi; Yihun Mulugeta Alemu; Adel Ali Saeed Al-Gheethi; Khalid F. Alhabib; Fadwa Alhalaiqa Naji Alhalaiqa; Mohammed Usman Ali; Rafat Ali; Syed Shujait Shujait Ali; Gianfranco Alicandro; Reyhaneh Alikhani; Syed Mohamed Aljunid; François Alla; Wael Almahmeed; Sabah Al-Marwani; Jordi Alonso; Rajaa M. Al-Raddadi; Farrukh Jawad Alvi; Nelson Alvis-Guzman; Nelson J. Alvis-Zakzuk; Hassan Alwafi; Hany Aly; Prince M. Amegbor; Tarek Tawfik Amin; Alireza Amindarolzarbi; Mostafa Amini-Rarani; Sohrab Amiri; Enrico Ammirati; Tanu Anand; Robert Ancuceanu; Deanna Anderlini; Abhishek Anil; Golnoosh Ansari; Philip Emeka Anyanwu; Anayochukwu Edward Anyasodor; Geminn Louis Carace Apostol; Jalal Arabloo; Mosab Arafat; Aleksandr Y. Aravkin; Olatunde Aremu; Benedetta Armocida; Johan Ärnlöv; Oluwaseyi Olalekan Arowosegbe; Anton A. Artamonov; Kurnia Dwi Artanti; Judie Arulappan; Idowu Thomas Aruleba; Ashokan Arumugam; Zahra Aryan; Mohammad Asghari-Jafarabadi; Thomas Astell-Burt; Mahshid Ataei; Mohammad Athar; Alok Atreya; Avinash Aujayeb; Adedapo Wasiu Awotidebe; Amdehiwot A. Aynalem; Zahra Azizi; Ahmed Y. Azzam; Abraham Samuel Babu; Muhammad Badar; Feras Bader; Ashish D. Badiye; Arvind Bagga; Sara Bagherieh; Farshad Bahrami Asl; Ruhai Bai; Jennifer L. Baker; Shankar M. Bakkannavar; Abdulaziz T. Bako; Ravleen Kaur Bakshi; Saliu A. Balogun; Ovidiu Constantin Baltatu; Kiran Bam; MacIej Banach; Soham Bandyopadhyay; Biswajit Banik; Palash Chandra Banik; Kannu Bansal; Hamid Reza Baradaran; Franca Barbic; Martina Barchitta; Mainak Bardhan; Suzanne Lyn Barker-Collo; Till Winfried Bärnighausen; Francesco Barone-Adesi; Sandra Barteit; Lingkan Barua; Azadeh Bashiri; Mohsen Bayati; Nebiyou Simegnew Bayileyegn; Emad Behboudi; Amir Hossein Behnoush; Yannick Béjot; Sefealem Assefa Belay; Melaku Ashagrie Belete; Uzma Iqbal Belgaumi; Michelle L. Bell; Luis Belo; Salaheddine Bendak; Bright Benfor; Derrick A. Bennett; Isabela M. Bensenor; Catherine P. Benziger; Azizullah Beran; Adam E. Berman; Amiel Nazer C. Bermudez; Gregory J. Bertolacci; Habtamu B. Beyene; Kebede A. Beyene; Akshaya Srikanth Srikanth Bhagavathula; Nikha Bhardwaj; Pankaj Bhardwaj; Prarthna V. Bhardwaj; Vivek Bhat; Gurjit Kaur Bhatti; Jasvinder Singh Bhatti; Boris Bikbov; Andras Bikov; Marina G. Birck; Bijit Biswas; Saeid Bitaraf; Aadam Olalekan Bodunrin; Eyob Ketema Bogale; Kassawmar Angaw Bogale; Archith Boloor; Milad Bonakdar Hashemi; Hamed Borhany; Edward J. Boyko; Dejana Braithwaite; Luisa C. Brant; Michael Brauer; Susanne Breitner; Andrey Briko; Lemma N. Bulto; Yasser Bustanji; Zahid A. Butt; Daniela Calina; Fan Cao; Rosario Cárdenas; Sinclair Carr; Giulia Carreras; Juan J. Carrero; Márcia Carvalho; Joao Mauricio Castaldelli-Maia; Carlos A. Castañeda-Orjuela; Maria Sofia Cattaruzza; Luca Cegolon; Ester Cerin; Yaacoub Chahine; Jeffrey Shi Kai Chan; Mei Yen Chan; Raymond N.C. Chan; Periklis Charalampous; Jaykaran Charan; Vijay Kumar Chattu; An-Tian Chen; Catherine S. Chen; Haowei Chen; Suma Sri Chennapragada; Derek S. Chew; Gerald Chi; Patrick R. Ching; Abdulaal Chitheer; So Mi Jemma Cho; William C.S. Cho; Bryan Chong; Hitesh Chopra; Rahul Choudhary; Enayet Karim Chowdhury; Rajiv Chowdhury; Dinh-Toi Chu; Isaac Sunday Chukwu; Arrigo Francesco Giuseppe Cicero; Zinhle Cindi; Iolanda Cioffi; Kaleb Coberly; Sean Coffey; Alyssa Columbus; Joao Conde; Sara Conti; Barbara Corso; Sandra Cortés; Paolo Angelo Cortesi; Vera Marisa Costa; Rosa A.S. Couto; Emma Johnson Cowart; Michael H. Criqui; Jessica A. Cruz; Sriharsha Dadana; Omid Dadras; Xiaochen Dai; Zhaoli Dai; Maxwell Ayindenaba Dalaba; Albertino Antonio Moura Damasceno; Giovanni Damiani; Emanuele D'Amico; Saswati Das; Subasish Das; Mohsen Dashti; Mohammad Dashtkoohi; Maedeh Dastmardi; Kairat Davletov; Aklilu Tamire Debele; Shayom Debopadhaya; Nicole K. DeCleene; Ivan Delgado-Enciso; Juana Maria Delgado-Saborit; Berecha Hundessa Demessa; Andreas K. Demetriades; Xinlei Deng; Edgar Denova-Gutiérrez; Nebiyu Dereje Dereje; Awoke Masrie Asrat Derese; Hardik Dineshbhai Desai; Rupak Desai; Vinoth Gnana Chellaiyan Devanbu; Syed Masudur Rahman Dewan; Sourav Dey; Vishal R. Dhulipala; Daniel Diaz; Michael J. Diaz; Delaney D. Ding; Ricardo Jorge Dinis-Oliveira; Thanh Chi Do; Thao Huynh Phuong Do; Saeid Doaei; Sushil Dohare; Wanyue Dong; Mario D'Oria; Wendel Mombaque Dos Santos; Abdel Douiri; Robert Kokou Dowou; Ashel Chelsea Dsouza; Haneil Larson Dsouza; Viola Dsouza; Mi Du; Andre Rodrigues Duraes; Oyewole Christopher Durojaiye; Sulagna Dutta; Arkadiusz Marian Dziedzic; Alireza Ebrahimi; Defi Efendi; Ferry Efendi; Diyan Ermawan Effendi; Ebrahim Eini; Michael Ekholuenetale; Temitope Cyrus Ekundayo; Iman El Sayed; Maha El Tantawi; Iffat Elbarazi; Frank J. Elgar; Islam Y. Elgendy; Muhammed Elhadi; Waseem El-Huneidi; Mehdi Emamverdi; Theophilus I. Emeto; Ryenchindorj Erkhembayar; Tesfahun C. Eshetie; Juan Espinosa-Montero; Farshid Etaee; Natalia Fabin; Ibtihal Fadhil; Adeniyi Francis Fagbamigbe; Luca Falzone; Carla Sofia E Sá Farinha; MoezAlIslam Ezzat Mahmoud Faris; Andre Faro; Mithila Faruque; Medhat Farwati; Abidemi Omolara Fasanmi; Ali Fatehizadeh; Pooria Fazeli; Valery L. Feigin; Xiaoqi Feng; Seyed-Mohammad Fereshtehnejad; Abdullah Hamid Feroze; Pietro Ferrara; Nuno Ferreira; Irina Filip; Laura Fleszar; David Flood; Morenike Oluwatoyin Folayan; Artem Alekseevich Fomenkov; Diogo A. Fonseca; Carla Fornari; Matteo Foschi; Richard Charles Franklin; Takeshi Fukumoto; Blima Fux; Peter Andras Gaal; Muktar A. Gadanya; Shilpa Gaidhane; Abduzhappar Gaipov; Emmanuela Gakidou; Yaseen Galali; Silvano Gallus; Aravind P. Gandhi; Balasankar Ganesan; Rupesh K. Gautam; Miglas W.W. Gebregergis; Kahsu Gebrekirstos Gebrekidan; Johanna M. Geleijnse; Urge Gerema; Alireza Ghajar; Seyyed-Hadi Ghamari; Mohammad Reza Ghasemi; Ghazal Ghasempour Dabaghi; Afsaneh Ghasemzadeh; Ramy Mohamed Ghazy; Maryam Gholamalizadeh; Arun Digambarrao Ghuge; Paramjit Singh Gill; Tiffany K. Gill; Richard F. Gillum; Elena V. Gnedovskaya; Ali Golchin; Pouya Goleij; Giuseppe Gorini; Alessandra C. Goulart; Anmol Goyal; Kashish Goyal; Shi-Yang Guan; Giovanni Guarducci; Mesay Dechasa Gudeta; Avirup Guha; Stefano Guicciardi; David Gulisashvili; Damitha Asanga Gunawardane; Cui Guo; Anish Kumar Gupta; Bhawna Gupta; Indarchand Ratanlal Gupta; Kartik Gupta; Mohak Gupta; Rajat Das Gupta; Rajeev Gupta; Renu Gupta; Sapna Gupta; Veer Bala Gupta; Vijai Kumar Gupta; Vivek Kumar Gupta; Lami Gurmessa; Reyna Alma Gutiérrez; Farrokh Habibzadeh; Mostafa Hadei; Helia Sadat Haeri Boroojeni; Aram Halimi; Sebastian Haller; Rabih Halwani; Randah R. Hamadeh; Nadia M. Hamdy; Samer Hamidi; Chieh Han; Qiuxia Han; Graeme J. Hankey; Md. Abdul Hannan; Arief Hargono; Josep Maria Haro; Faizul Hasan; Ikramul Hasan; Hamidreza Hasani; Maryam Hashemian; Md Saquib Hasnain; Amr Hassan; Ikrama Hassan; Johannes Haubold; Rasmus J. Havmoeller; Simon I. Hay; Khezar Hayat; Youssef Hbid; Omar E. Hegazi; Tadele Yohannes Hegena; Mohammad Heidari; Bartosz Helfer; Brenda Yuliana Herrera-Serna; Claudiu Herteliu; Hamed Hesami; Kamran Hessami; Keyvan Heydari; Kamal Hezam; Yuta Hiraike; Nguyen Quoc Hoan; Ramesh Holla; Md Mahbub Hossain; Md. Belal Hossain; Hassan Hosseinzadeh; Mehdi Hosseinzadeh; Mihaela Hostiuc; Sorin Hostiuc; Mohamed Hsairi; Junjie Huang; Michael Hultström; Hong-Han Huynh; Bing-Fang Hwang; Khalid S. Ibrahim; Oluwatope Olaniyi Idowu; Olayinka Stephen Ilesanmi; Irena M. Ilic; Milena D. Ilic; Mustapha Immurana; Leeberk Raja Inbaraj; Muhammad Iqhrammullah; Sheikh Mohammed Shariful Islam; Faisal Ismail; Nahlah Elkudssiah Ismail; Gaetano Isola; Masao Iwagami; J. Linda Merin; Jalil Jaafari; Louis Jacob; Abdollah Jafarzadeh; Khushleen Jaggi; Haitham Jahrami; Akhil Jain; Nityanand Jain; Ammar Abdulrahman Jairoun; Mihajlo Jakovljevic; Roland Dominic G. Jamora; Nilofer Javadi; Sathish Kumar Jayapal; Shubha Jayaram; Rime Jebai; Rebuma Sorsa Jeben; Sun Ha Jee; Anil K. Jha; Ravi Prakash Jha; Vivekanand Jha; Heng Jiang; Yinzi Jin; Yash B. Jobanputra; Catherine Owens Johnson; Mohammad Jokar; Tamas Joo; Abel Joseph; Nitin Joseph; Charity Ehimwenma Joshua; Jacek Jerzy Jozwiak; Mikk Jürisson; Ali Kabir; Zubair Kabir; Vidya Kadashetti; Farima Kahe; Rizwan Kalani; Laleh R. Kalankesh; Farnaz Kalantar; Yogeshwar Kalkonde; Sanjay Kalra; Ashwin Kamath; Sagarika Kamath; Arun Kamireddy; Tanuj Kanchan; Himal Kandel; Arun R. Kanmanthareddy; Kehinde Kazeem Kanmodi; Sushil Kumar Kansal; Daniel John Kapner; Sitanshu Sekhar Kar; Paschalis Karakasis; Prabin Karki; Faizan Zaffar Kashoo; Hengameh Kasraei; Eskeziaw Abebe Kassahun; Nicholas J. Kassebaum; Patrick D.M.C. Katoto; Neda Kaydi; Foad Kazemi; Sina Kazemian; Sara Kazeminia; Jessica A. Kerr; Emmanuelle Kesse-Guyot; Mohammad Keykhaei; Mohamad Mehdi Khadembashiri; Mohammad Amin Khadembashiri; Morteza Abdullatif Khafaie; Himanshu Khajuria; Amirmohammad Khalaji; Nauman Khalid; Alireza Khalilian; Rovshan Khalilov; Asaduzzaman Khan; Ejaz Ahmad Khan; Junaid Khan; M. Nuruzzaman Khan; Maseer Khan; Mohammad Jobair Khan; Muhammad Shahzeb Khan; Yusra H. Khan; Mahammed Ziauddin Khan Suheb; Shaghayegh Khanmohammadi; Khaled Khatab; Sorour Khateri; Hamid Reza Khayat Kashani; Khalid A. Kheirallah; Feriha Fatima Khidri; Saeid Kian; Zemene Demelash Kifle; Ruth W. Kimokoti; Adnan Kisa; Sezer Kisa; Ali-Asghar Kolahi; Farzad Kompani; Gerbrand Koren; Ashwin Laxmikant Kotnis; Parvaiz A. Koul; Ai Koyanagi; Kewal Krishan; Hare Krishna; Vijay Krishnamoorthy; Yuvaraj Krishnamoorthy; Md Abdul Kuddus; Mohammed Kuddus; Mukhtar Kulimbet; Vishnutheertha Kulkarni; Akshay Kumar; Ashish Kumar; Naveen Kumar; Nithin Kumar; Rahul Kumar; Netsanet Bogale Kumsa; Kunle Rotimi Kunle; Dian Kusuma; Ilias Kyriopoulos; Carlo La Vecchia; Ben Lacey; Muhammad Awwal Ladan; Lucie Laflamme; Chandrakant Lahariya; Arista Lahiri; Daphne Teck Ching Lai; Tea Lallukka; Qing Lan; Iván Landires; Francesco Lanfranchi; Bagher Larijani; Anders O. Larsson; Savita Lasrado; Kamaluddin Latief; Kaveh Latifinaibin; Jerrald Lau; Paolo Lauriola; Khuong Le; Long Khanh Dao Le; Nhi Huu Hanh Le; Thao Thi Thu Le; Trang Diep Thanh Le; Trang Thi Bich Le; Caterina Ledda; Munjae Lee; Paul H. Lee; Seung Won Lee; Wei-Chen Lee; Yo Han Lee; Kate E. LeGrand; Mall Leinsalu; Matilde Leonardi; Temesgen L. Lerango; An Li; Ming-Chieh Li; Wei Li; Xiaopan Li; Yichong Li; Lee-Ling Lim; Stephen S. Lim; Ro-Ting Lin; Megan Lindstrom; Shai Linn; Gang Liu; Simin Liu; Xiaofeng Liu; Xuefeng Liu; Katherine M. Livingstone; Erand Llanaj; Platon D. Lopukhov; Arianna Maever Loreche; László Lorenzovici; Stefan Lorkowski; Paulo A. Lotufo; Giancarlo Lucchetti; Alessandra Lugo; Zheng Feei Ma; Farzan Madadizadeh; Ralph Maddison; Javier A. Magaña Gómez; Julien Magne; D.R. Mahadeshwara Prasad; Mehrdad Mahalleh; Mansour Adam Mahmoud; Elham Mahmoudi; Behnaz Mahmoudvand; Omar Mohamed Makram; Elaheh Malakan Rad; Reza Malekzadeh; Kashish Malhotra; Iram Malik; Muhammad Sajeel Ahmed Malik; Tauqeer Hussain Mallhi; Deborah Carvalho Malta; Aseer Manilal; Yosef Manla; Yasaman Mansoori; Borhan Mansouri; Pejman Mansouri; Mohammad Ali Mansournia; Hamid Reza Marateb; Mirko Marino; Daniela Martini; Santi Martini; Sharmeen Maryam; Roy Rillera Marzo; Alireza Masoudi; Sahar Masoudi; Clara N. Matei; Yasith Mathangasinghe; Elezebeth Mathews; Manu Raj Mathur; Jishanth Mattumpuram; Richard James Maude; Andrea Maugeri; Mahsa Mayeli; Mohsen Mazidi; John J. McGrath; Steven M. McPhail; Enkeleint A. Mechili; John Robert Carabeo Medina; Jitendra Kumar Meena; Kamran Mehrabani-Zeinabad; Max Alberto Mendez Mendez-Lopez; Walter Mendoza; Ritesh G. Menezes; Belayneh Mengist; Sultan Ayoub Meo; Haftu Asmerom Meresa; Atte Meretoja; Tuomo J. Meretoja; Tomislav Mestrovic; Kukulege Chamila Dinushi Mettananda; Sachith Mettananda; Laurette Mhlanga; Tianyue Mi; Junmei Miao Jonasson; Tomasz Miazgowski; Irmina Maria Michalek; Ted R. Miller; Le Huu Nhat Minh; Neema W. Minja; Pouya Mir Mohammad Sadeghi; Niloofar Mirdamadi; Andreea Mirica; Erkin M. Mirrakhimov; Moonis Mirza; Mohammad Mirza-Aghazadeh-Attari; Prasanna Mithra; Zahra Moghimi; Jama Mohamed; Mouhand F.H. Mohamed; Nouh Saad Mohamed; Soheil Mohammadi; Hussen Mohammed; Mustapha Mohammed; Salahuddin Mohammed; Shafiu Mohammed; Nagabhishek Moka; Ali H. Mokdad; Hossein Molavi Vardanjani; Sara Momtazmanesh; Lorenzo Monasta; Fateme Montazeri; AmirAli Moodi Ghalibaf; Yousef Moradi; Paula Moraga; Lidia Morawska; Negar Morovatdar; Shane Douglas Morrison; Jakub Morze; Ebrahim Mostafavi; Amirmahdi Mostofinejad; Vincent Mougin; Parsa Mousavi; Seyed Ehsan Mousavi; Dariush Mozaffarian; Ahmed Msherghi; Lorenzo Muccioli; Ulrich Otto Mueller; Sumoni Mukherjee; Kavita Munjal; Efrén Murillo-Zamora; Ghulam Mustafa; Sathish Muthu; Julius C. Mwita; Woojae Myung; Ahamarshan Jayaraman Nagarajan; Shankar Prasad Nagaraju; Ganesh R. Naik; Gurudatta Naik; Tapas Sadasivan Nair; Mohammad Sadeq Najafi; Noureddin Nakhostin Ansari; Vinay Nangia; Sreenivas Narasimha Swamy; Shumaila Nargus; Bruno Ramos Nascimento; Gustavo G. Nascimento; Hadis Nasoori; Zuhair S. Natto; Javaid Nauman; Muhammad Naveed; Biswa Prakash Nayak; Vinod C. Nayak; Hadush Negash; Ionut Negoi; Ruxandra Irina Negoi; Reza Nejad Shahrokh Abadi; Seyed Aria Nejadghaderi; Chakib Nejjari; Mohammad Hadi Nematollahi; Samata Nepal; Nawi Ng; Dang H. Nguyen; Phat Tuan Nguyen; Van Thanh Nguyen; Robina Khan Niazi; Shawn S. Nijjar; Muhammad A. Nizam; Efaq Ali Noman; Shuhei Nomura; Mamoona Noreen; Bo Norrving; Jean Jacques Noubiap; Chisom Adaobi Nri-Ezedi; Mpiko Ntsekhe; Dieta Nurrika; Chimezie Igwegbe Nzoputam; Ogochukwu Janet Nzoputam; Kehinde O. Obamiro; Martin James O'Donnell; Onome Bright Oghenetega; Ayodipupo Sikiru Oguntade; James Odhiambo Oguta; Sylvester Reuben Okeke; Akinkunmi Paul Okekunle; Lawrence Okidi; Osaretin Christabel Okonji; Patrick Godwin Okwute; Andrew T. Olagunju; Muideen Tunbosun Olaiya; Matifan Dereje Olana; Matthew Idowu Olatubi; Gláucia Maria Moraes Oliveira; Abdulhakeem Abayomi Olorukooba; Isaac Iyinoluwa Olufadewa; Yinka Doris Oluwafemi; Gideon Olamilekan Oluwatunase; Goran Latif Omer; Mohammad Mehdi Ommati; Kanyin Liane Ong; Sokking Ong; Kenneth Ikenna Onyedibe; Michal Ordak; Doris V. Ortega-Altamirano; Alberto Ortiz; Esteban Ortiz-Prado; Wael M.S. Osman; Uchechukwu Levi Osuagwu; Adrian Otoiu; Stanislav S. Otstavnov; Mayowa O. Owolabi; P.A. Mahesh Padukudru; Alicia Padron-Monedero; Jagadish Rao Padubidri; Mahsa Pahlavikhah Varnosfaderani; Tamás Palicz; Raffaele Palladino; Feng Pan; Hai-Feng Pan; Seithikurippu R. Pandi-Perumal; Paraskevi Papadopoulou; Seoyeon Park; Roberto Passera; Jay Patel; Shankargouda Patil; Dimitrios Patoulias; Venkata Suresh Patthipati; Shrikant Pawar; Amy E. Peden; Paolo Pedersini; Minjin Peng; Veincent Christian Filipino Pepito; Emmanuel K. Peprah; Marcos Pereira; Maria Odete Pereira; Mario F.P. Peres; Arokiasamy Perianayagam; Norberto Perico; Fanny Emily Petermann-Rocha; Hoang Tran Pham; Anil K. Philip; David M. Pigott; Thomas Pilgrim; Michael A. Piradov; Evgenii Plotnikov; Dimitri Poddighe; Roman V. Polibin; Ramesh Poluru; Ghazaleh Pourali; Akram Pourshams; Pranil Man Singh Pradhan; Manya Prasad; Elton Junio Sady Prates; Bharathi M. Purohit; Jagadeesh Puvvula; Ibrahim Qattea; Gangzhen Qian; Maryam Faiz Qureshi; Mehrdad Rabiee Rad; Amir Radfar; Seyedeh Niloufar Rafiei Alavi; Ibrar Rafique; Alberto Raggi; Fakher Rahim; Md Jillur Rahim; Mehran Rahimi; Mosiur Rahman; Muhammad Aziz Rahman; Amir Masoud Rahmani; Bita Rahmani; Shayan Rahmani; Vahid Rahmanian; Pramila Rai; Sathish Rajaa; Ali Rajabpour-Sanati; Prashant Rajput; Pradhum Ram; Prasanna Ram; Sudha Ramalingam; Shakthi Kumaran Ramasamy; Sheena Ramazanu; Pushkal Sinduvadi Ramesh; Juwel Rana; Kritika Rana; Chhabi Lal Ranabhat; Nemanja Rancic; Amey Rane; Shubham Ranjan; Annemarei Ranta; Indu Ramachandra Rao; Mithun Rao; Sowmya J. Rao; Sina Rashedi; Vahid Rashedi; Ahmed Mustafa Rashid; Azad Rasul; Zubair Ahmed Ratan; Giridhara Rathnaiah Babu; Nakul Ravikumar; Salman Rawaf; Iman Razeghian-Jahromi; Christian Razo; Murali Mohan Rama Krishna Reddy; Elrashdy Moustafa Mohamed Redwan; Giuseppe Remuzzi; Luis Felipe Reyes; Nazila Rezaei; Mohsen Rezaeian; Antonio Luiz P. Ribeiro; Daniela Ribeiro; Reza Rikhtegar; Leonardo Roever; Debby Syahru Romadlon; Luca Ronfani; Himanshu Sehar Sekhar Rout; Nitai Roy; Priyanka Roy; Andrzej Rynkiewicz; Aly M.A. Saad; Zahra Saadatian; Siamak Sabour; Simona Sacco; Rajesh Sachdeva; Basema Saddik; Erfan Sadeghi; Umar Saeed; Fahimeh Safaeinejad; Fatemeh Saheb Sharif-Askari; Narjes Saheb Sharif-Askari; Amirhossein Sahebkar; Soumya Swaroop Sahoo; Seyed Aidin Sajedi; Mirza Rizwan Sajid; Joseph W. Sakshaug; Nasir Salam; Afeez Abolarinwa Salami; Mohamed A. Saleh; Sana Salehi; Marwa Rashad Salem; Mohammed Z.Y. Salem; Sara Samadzadeh; Saad Samargandy; Vijaya Paul Samuel; Abdallah M. Samy; Juan Sanabria; Rama Krishna Sanjeev; Milena M. Santric-Milicevic; Muhammad Arif Nadeem Saqib; Made Ary Sarasmita; Aswini Saravanan; Yaser Sarikhani; Tanmay Sarkar; Rodrigo Sarmiento-Suárez; Gargi Sachin Sarode; Sachin C. Sarode; Thirunavukkarasu Sathish; Anudeep Sathyanarayan; Monika Sawhney; Mehdi Sayyah; Benedikt Michael Schaarschmidt
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    Global fertility in 204 countries and territories, 1950–2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
    (Elsevier B.V., 2024) Natalia V. Bhattacharjee; Austin E. Schumacher; Amirali Aali; Yohannes Habtegiorgis Abate; Rouzbeh Abbasgholizadeh; Mohammadreza Abbasian; Mohsen Abbasi-Kangevari; Hedayat Abbastabar; Samar Abd ElHafeez; Sherief Abd-Elsalam; Mohammad Abdollahi; Mohammad-Amin Abdollahifar; Meriem Abdoun; Auwal Abdullahi; Mesfin Abebe; Samrawit Shawel Abebe; Olumide Abiodun; Hassan Abolhassani; Meysam Abolmaali; Mohamed Abouzid; Girma Beressa Aboye; Lucas Guimarães Abreu; Woldu Aberhe Abrha; Michael R.M. Abrigo; Dariush Abtahi; Hasan Abualruz; Bilyaminu Abubakar; Eman Abu-Gharbieh; Niveen M.E. Abu-Rmeileh; Tadele Girum Girum Adal; Mesafint Molla Adane; Oluwafemi Atanda Adeagbo Adeagbo; Rufus Adesoji Adedoyin; Victor Adekanmbi; Bashir Aden; Abiola Victor Adepoju; Olatunji O. 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Lopukhov; Laszlo Lorenzovici; Paulo A. Lotufo; Jailos Lubinda; Giancarlo Lucchetti; Alessandra Lugo; Raimundas Lunevicius; Hengliang Lv; Zheng Feei Ma; Kelsey Lynn Maass; Monika MacHoy; Áurea M. Madureira-Carvalho; Mohammed Magdy Abd El Razek; Azzam A. Maghazachi; Soleiman Mahjoub; Mansour Adam Mahmoud; Azeem Majeed; Jeadran N. Malagón-Rojas; Elaheh Malakan Rad; Kashish Malhotra; Ahmad Azam Malik; Iram Malik; Deborah Carvalho Malta; Abdullah A. Mamun; Yosef Manla; Yasaman Mansoori; Ali Mansour; Borhan Mansouri; Zeinab Mansouri; Mohammad Ali Mansournia; Joemer C. Maravilla; Mirko Marino; Abdoljalal Marjani; Gabriel Martinez; Ramon Martinez-Piedra; Francisco Rogerlandio Martins-Melo; Miquel Martorell; Sharmeen Maryam; Roy Rillera Marzo; Alireza Masoudi; Jishanth Mattumpuram; Richard James Maude; Andrea Maugeri; Erin A. May; Mahsa Mayeli; Maryam Mazaheri; John J. McGrath; Martin McKee; Anna Laura Wensel McKowen; Susan A. McLaughlin; Steven M. McPhail; Rahul Mehra; Kamran Mehrabani-Zeinabad; Entezar Mehrabi Nasab; Tesfahun Mekene Meto; Max Alberto Mendez Mendez-Lopez; Walter Mendoza; Ritesh G. Menezes; George A. Mensah; Alexios-Fotios A. Mentis; Sultan Ayoub Meo; Mohsen Merati; Atte Meretoja; Tuomo J. Meretoja; Abera M. Mersha; Tomislav Mestrovic; Pouya Metanat; Kukulege Chamila Dinushi Mettananda; Sachith Mettananda; Adquate Mhlanga; Laurette Mhlanga; Tianyue Mi; Tomasz Miazgowski; Georgia Micha; Irmina Maria Michalek; Ted R. Miller; Le Huu Nhat Minh; Mojgan Mirghafourvand; Erkin M. Mirrakhimov; Mizan Kiros Mirutse; Moonis Mirza; Roya Mirzaei; Ashim Mishra; Sanjeev Misra; Philip B. Mitchell; Chaitanya Mittal; Babak Moazen; Abdalla Z. Mohamed; Ahmed Ismail Mohamed; Jama Mohamed; Mouhand F.H. Mohamed; Nouh Saad Mohamed; Sakineh Mohammad-Alizadeh-Charandabi; Soheil Mohammadi; Abdollah Mohammadian-Hafshejani; Mustapha Mohammed; Salahuddin Mohammed; Shafiu Mohammed; Ali H. 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Nayak; Rawlance Ndejjo; Sabina Onyinye Nduaguba; Hadush Negash; Chernet Tafere Negesse; Ionut Negoi; Ruxandra Irina Negoi; Seyed Aria Nejadghaderi; Chakib Nejjari; Samata Nepal; Henok Biresaw Netsere; Georges Nguefack-Tsague; Josephine W. Ngunjiri; Dang H. Nguyen; Hau Thi Hien Nguyen; Phuong The Nguyen; QuynhAnh P. Nguyen; Van Thanh Nguyen; Robina Khan Niazi; Yeshambel T. Nigatu; Taxiarchis Konstantinos Nikolouzakis; Ali Nikoobar; Amin Reza Nikpoor; Chukwudi A. Nnaji; Lawrence Achilles Nnyanzi; Efaq Ali Noman; Shuhei Nomura; Mamoona Noreen; Nafise Noroozi; Chisom Adaobi Nri-Ezedi; Mengistu H. Nunemo; Virginia Nuñez-Samudio; Dieta Nurrika; Jerry John Nutor; Bogdan Oancea; Kehinde O. Obamiro; Ismail A. Odetokun; Nkechi Martina Odogwu; Martin James O'Donnell; Oluwakemi Ololade Odukoya; Ayodipupo Sikiru Oguntade; James Odhiambo Oguta; In-Hwan Oh; Sylvester Reuben Okeke; Akinkunmi Paul Okekunle; Osaretin Christabel Okonji; Patrick Godwin Okwute; Andrew T. Olagunju; Omotola O. Olasupo; Matthew Idowu Olatubi; Glaucia Maria Moraes Oliveira; Bolajoko Olubukunola Olusanya; Jacob Olusegun Olusanya; Gideon Olamilekan Oluwatunase; Hany A. Omar; Goran Latif Omer; Obinna E. Onwujekwe; Michal Ordak; Orish Ebere Orisakwe; Verner N. Orish; Doris V. Ortega-Altamirano; Alberto Ortiz; Esteban Ortiz-Prado; Wael M.S. Osman; Uchechukwu Levi Osuagwu; Olayinka Osuolale; Adrian Otoiu; Stanislav S. Otstavnov; Amel Ouyahia; Guoqing Ouyang; Mayowa O. Owolabi; Yaz Ozten; P.A. Mahesh Padukudru; Mohammad Taha Pahlevan Fallahy; Feng Pan; Hai-Feng Pan; Adrian Pana; Paramjot Panda; Songhomitra Panda-Jonas
    Background: Accurate assessments of current and future fertility—including overall trends and changing population age structures across countries and regions—are essential to help plan for the profound social, economic, environmental, and geopolitical challenges that these changes will bring. Estimates and projections of fertility are necessary to inform policies involving resource and health-care needs, labour supply, education, gender equality, and family planning and support. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 produced up-to-date and comprehensive demographic assessments of key fertility indicators at global, regional, and national levels from 1950 to 2021 and forecast fertility metrics to 2100 based on a reference scenario and key policy-dependent alternative scenarios. Methods: To estimate fertility indicators from 1950 to 2021, mixed-effects regression models and spatiotemporal Gaussian process regression were used to synthesise data from 8709 country-years of vital and sample registrations, 1455 surveys and censuses, and 150 other sources, and to generate age-specific fertility rates (ASFRs) for 5-year age groups from age 10 years to 54 years. ASFRs were summed across age groups to produce estimates of total fertility rate (TFR). Livebirths were calculated by multiplying ASFR and age-specific female population, then summing across ages 10–54 years. To forecast future fertility up to 2100, our Institute for Health Metrics and Evaluation (IHME) forecasting model was based on projections of completed cohort fertility at age 50 years (CCF50; the average number of children born over time to females from a specified birth cohort), which yields more stable and accurate measures of fertility than directly modelling TFR. CCF50 was modelled using an ensemble approach in which three sub-models (with two, three, and four covariates variously consisting of female educational attainment, contraceptive met need, population density in habitable areas, and under-5 mortality) were given equal weights, and analyses were conducted utilising the MR-BRT (meta-regression—Bayesian, regularised, trimmed) tool. To capture time-series trends in CCF50 not explained by these covariates, we used a first-order autoregressive model on the residual term. CCF50 as a proportion of each 5-year ASFR was predicted using a linear mixed-effects model with fixed-effects covariates (female educational attainment and contraceptive met need) and random intercepts for geographical regions. Projected TFRs were then computed for each calendar year as the sum of single-year ASFRs across age groups. The reference forecast is our estimate of the most likely fertility future given the model, past fertility, forecasts of covariates, and historical relationships between covariates and fertility. We additionally produced forecasts for multiple alternative scenarios in each location: the UN Sustainable Development Goal (SDG) for education is achieved by 2030; the contraceptive met need SDG is achieved by 2030; pro-natal policies are enacted to create supportive environments for those who give birth; and the previous three scenarios combined. Uncertainty from past data inputs and model estimation was propagated throughout analyses by taking 1000 draws for past and present fertility estimates and 500 draws for future forecasts from the estimated distribution for each metric, with 95% uncertainty intervals (UIs) given as the 2·5 and 97·5 percentiles of the draws. To evaluate the forecasting performance of our model and others, we computed skill values—a metric assessing gain in forecasting accuracy—by comparing predicted versus observed ASFRs from the past 15 years (2007–21). A positive skill metric indicates that the model being evaluated performs better than the baseline model (here, a simplified model holding 2007 values constant in the future), and a negative metric indicates that the evaluated model performs worse than baseline. Findings: During the period from 1950 to 2021, global TFR more than halved, from 4·84 (95% UI 4·63–5·06) to 2·23 (2·09–2·38). Global annual livebirths peaked in 2016 at 142 million (95% UI 137–147), declining to 129 million (121–138) in 2021. Fertility rates declined in all countries and territories since 1950, with TFR remaining above 2·1—canonically considered replacement-level fertility—in 94 (46·1%) countries and territories in 2021. This included 44 of 46 countries in sub-Saharan Africa, which was the super-region with the largest share of livebirths in 2021 (29·2% [28·7–29·6]). 47 countries and territories in which lowest estimated fertility between 1950 and 2021 was below replacement experienced one or more subsequent years with higher fertility; only three of these locations rebounded above replacement levels. Future fertility rates were projected to continue to decline worldwide, reaching a global TFR of 1·83 (1·59–2·08) in 2050 and 1·59 (1·25–1·96) in 2100 under the reference scenario. The number of countries and territories with fertility rates remaining above replacement was forecast to be 49 (24·0%) in 2050 and only six (2·9%) in 2100, with three of these six countries included in the 2021 World Bank-defined low-income group, all located in the GBD super-region of sub-Saharan Africa. The proportion of livebirths occurring in sub-Saharan Africa was forecast to increase to more than half of the world's livebirths in 2100, to 41·3% (39·6–43·1) in 2050 and 54·3% (47·1–59·5) in 2100. The share of livebirths was projected to decline between 2021 and 2100 in most of the six other super-regions—decreasing, for example, in south Asia from 24·8% (23·7–25·8) in 2021 to 16·7% (14·3–19·1) in 2050 and 7·1% (4·4–10·1) in 2100—but was forecast to increase modestly in the north Africa and Middle East and high-income super-regions. Forecast estimates for the alternative combined scenario suggest that meeting SDG targets for education and contraceptive met need, as well as implementing pro-natal policies, would result in global TFRs of 1·65 (1·40–1·92) in 2050 and 1·62 (1·35–1·95) in 2100. The forecasting skill metric values for the IHME model were positive across all age groups, indicating that the model is better than the constant prediction. Interpretation: Fertility is declining globally, with rates in more than half of all countries and territories in 2021 below replacement level. Trends since 2000 show considerable heterogeneity in the steepness of declines, and only a small number of countries experienced even a slight fertility rebound after their lowest observed rate, with none reaching replacement level. Additionally, the distribution of livebirths across the globe is shifting, with a greater proportion occurring in the lowest-income countries. Future fertility rates will continue to decline worldwide and will remain low even under successful implementation of pro-natal policies. These changes will have far-reaching economic and societal consequences due to ageing populations and declining workforces in higher-income countries, combined with an increasing share of livebirths among the already poorest regions of the world. Funding: Bill & Melinda Gates Foundation. © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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