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Population-level risks of alcohol consumption by amount, geography, age, sex, and year: a systematic analysis for the Global Burden of Disease Study 2020
Authors :
Dana Bryazka Marissa B Reitsma Max G Griswold Kalkidan Hassen Abate Cristiana Abbafati Mohsen Abbasi-Kangevari Zeinab Abbasi-Kangevari Amir Abdoli Mohammad Abdollahi Abu Yousuf Md Abdullah E S Abhilash Eman Abu-Gharbieh Juan Manuel Acuna Giovanni Addolorato Oladimeji M Adebayo Victor Adekanmbi Kishor Adhikari Sangeet Adhikari Qorinah Estiningtyas Sakilah Adnani Saira Afzal Wubetu Yimam Agegnehu Manik Aggarwal Bright Opoku Ahinkorah Araz Ramazan Ahmad Sajjad Ahmad Tauseef Ahmad Ali Ahmadi Sepideh Ahmadi Haroon Ahmed Tarik Ahmed Rashid Chisom Joyqueenet Akunna Hanadi Al Hamad Md Zakiul Alam Dejene Tsegaye Alem Kefyalew Addis Alene Yousef Alimohamadi Atiyeh Alizadeh Kasim Allel Jordi Alonso Saba Alvand Nelson Alvis-Guzman Firehiwot Amare Edward Kwabena Ameyaw Sohrab Amiri Robert Ancuceanu Jason A Anderson Catalina Liliana Andrei Tudorel Andrei Jalal Arabloo Muhammad Arshad Anton A Artamonov Zahra Aryan Malke Asaad Mulusew A Asemahagn Thomas Astell-Burt Seyyed Shamsadin Athari Desta Debalkie Atnafu Prince Atorkey Alok Atreya Floriane Ausloos Marcel Ausloos Getinet Ayano Martin Amogre ayanore Ayanore Olatunde O Ayinde Jose L Ayuso-Mateos Sina Azadnajafabad Melkalem Mamuye Azanaw Mohammadreza Azangou-Khyavy Amirhossein Azari Jafari Ahmed Y Azzam Ashish D Badiye Nasser Bagheri Sara Bagherieh Mohan Bairwa Shankar M Bakkannavar Ravleen Kaur Bakshi Awraris Hailu Balchut/Bilchut Till Winfried Bärnighausen Fabio Barra Amadou Barrow Pritish Baskaran Luis Belo Derrick A Bennett Isabela M Benseñor Akshaya Srikanth Bhagavathula Neeraj Bhala Ashish Bhalla Nikha Bhardwaj Pankaj Bhardwaj Sonu Bhaskar Krittika Bhattacharyya Vijayalakshmi S Bhojaraja Bagas Suryo Bintoro Elena A Elena Blokhina Belay Boda Abule Bodicha Archith Boloor Cristina Bosetti Dejana Braithwaite Hermann Brenner Nikolay Ivanovich Briko Andre R Brunoni Zahid A Butt Chao Cao Yin Cao Rosario Cárdenas Andre F Carvalho Márcia Carvalho Joao Mauricio Castaldelli-Maia Giulio Castelpietra Luis F S Castro-de-Araujo Maria Sofia Cattaruzza Promit Ananyo Chakraborty Jaykaran Charan Vijay Kumar Chattu Akhilanand Chaurasia Nicolas Cherbuin Dinh-Toi Chu Nandita Chudal Sheng-Chia Chung Chuchu Churko Liliana G Ciobanu Massimo Cirillo Rafael M Claro Simona Costanzo Richard G Cowden Michael H Criqui Natália Cruz-Martins Garland T Culbreth Berihun Assefa Dachew Omid Dadras Xiaochen Dai Giovanni Damiani Lalit Dandona Rakhi Dandona Beniam Darge Daniel Anna Danielewicz Jiregna Darega Gela Kairat Davletov Jacyra Azevedo Paiva de Araujo Antonio Reis de Sá-Junior Sisay Abebe Debela Azizallah Dehghan Andreas K Demetriades Meseret Derbew Molla Rupak Desai Abebaw Alemayehu Desta Diana Dias da Silva Daniel Diaz Lankamo Ena Digesa Mengistie Diress Milad Dodangeh Deepa Dongarwar Fariba Dorostkar Haneil Larson Dsouza Bereket Duko Bruce B Duncan Kristina Edvardsson Michael Ekholuenetale Frank J Elgar Muhammed Elhadi Mohamed A Elmonem Aman Yesuf Endries Sharareh Eskandarieh Azin Etemadimanesh Adeniyi Francis Fagbamigbe Ildar Ravisovich Fakhradiyev Fatemeh Farahmand Carla Sofia e Sá Farinha Andre Faro Farshad Farzadfar Ali Fatehizadeh Nelsensius Klau Fauk Valery L Feigin Rachel Feldman Xiaoqi Feng Zinabu Fentaw Simone Ferrero Lorenzo Ferro Desideri Irina Filip Florian Fischer Joel Msafiri Francis Richard Charles Franklin Peter Andras Gaal Mohamed M Gad Silvano Gallus Fabio Galvano Balasankar Ganesan Tushar Garg Mesfin Gebrehiwot Damtew Gebrehiwot Teferi Gebru Gebremeskel Mathewos Alemu Gebremichael Tadele Regasa Gemechu Lemma Getacher Motuma Erena Getachew Abera Getachew Obsa Asmare Getie Amir Ghaderi Mansour Ghafourifard Alireza Ghajar Seyyed-Hadi Ghamari Lilian A Ghandour Mohammad Ghasemi Nour Ahmad Ghashghaee Sherief Ghozy Franklin N Glozah Ekaterina Vladimirovna Glushkova Justyna Godos Amit Goel Salime Goharinezhad Mahaveer Golechha Pouya Goleij Mohamad Golitaleb Felix Greaves Michal Grivna Giuseppe Grosso Temesgen Worku Gudayu Bhawna Gupta Rajeev Gupta Sapna Gupta Veer Bala Gupta Vivek Kumar Gupta Nima Hafezi-Nejad Arvin Haj-Mirzaian Brian J Hall Rabih Halwani Tiilahun Beyene Handiso Graeme J Hankey Sanam Hariri Josep Maria Haro Ahmed I Hasaballah Hossein Hassanian-Moghaddam Simon I Hay Khezar Hayat Golnaz Heidari Mohammad Heidari Delia Hendrie Claudiu Herteliu Demisu Zenbaba Heyi Kamal Hezam Mbuzeleni Mbuzeleni Hlongwa Ramesh Holla Md Mahbub Hossain Sahadat Hossain Seyed Kianoosh Hosseini Mehdi hosseinzadeh Mihaela Hostiuc Sorin Hostiuc Guoqing Hu Junjie Huang Salman Hussain Segun Emmanuel Ibitoye Irena M Ilic Milena D Ilic Mustapha Immurana Lalu Muhammad Irham M Mofizul Islam Rakibul M Islam Sheikh Mohammed Shariful Islam Hiroyasu Iso Ramaiah Itumalla Masao Iwagami Roxana Jabbarinejad Louis Jacob Mihajlo Jakovljevic Zahra Jamalpoor Elham Jamshidi Sathish Kumar Jayapal Umesh Umesh Jayarajah Ranil Jayawardena Rime Jebai Seyed Ali Jeddi Alelign Tasew Jema Ravi Prakash Jha Har Ashish Jindal Jost B Jonas Tamas Joo Nitin Joseph Farahnaz Joukar Jacek Jerzy Jozwiak Mikk Jürisson Ali Kabir Robel Hussen Kabthymer Bhushan Dattatray Kamble Himal Kandel Girum Gebremeskel Kanno Neeti Kapoor Ibraheem M Karaye Salah Eddin Karimi Bekalu Getnet Kassa Rimple Jeet Kaur Gbenga A Kayode Mohammad Keykhaei Himanshu Khajuria Rovshan Khalilov Imteyaz A Khan Moien AB Khan Hanna Kim Jihee Kim Min Seo Kim Ruth W Kimokoti Mika Kivimäki Vitalii Klymchuk Ann Kristin Skrindo Knudsen Ali-Asghar Kolahi Vladimir Andreevich Korshunov Ai Koyanagi Kewal Krishan Yuvaraj Krishnamoorthy G Anil Kumar Narinder Kumar Nithin Kumar Ben Lacey Tea Lallukka Savita Lasrado Jerrald Lau Sang-woong Lee Wei-Chen Lee Yo Han Lee Lee-Ling Lim Stephen S Lim Stany W Lobo Platon D Lopukhov Stefan Lorkowski Rafael Lozano Giancarlo Lucchetti Farzan Madadizadeh Áurea M Madureira-Carvalho Soleiman Mahjoub Ata Mahmoodpoor Rashidul Alam Mahumud Alaa Makki Mohammad-Reza Malekpour Narayana Manjunatha Borhan Mansouri Mohammad Ali Mansournia Jose Martinez-Raga Francisco A Martinez-Villa Richard Matzopoulos Pallab K Maulik Mahsa Mayeli John J McGrath Jitendra Kumar Meena Entezar Mehrabi Nasab Ritesh G Menezes Gert B M Mensink Alexios-Fotios A Mentis Atte Meretoja Bedasa Taye Merga Tomislav Mestrovic Junmei Miao Jonasson Bartosz Miazgowski Ana Carolina Micheletti Gomide Nogueira de Sá Ted R Miller GK Mini Andreea Mirica Antonio Mirijello Seyyedmohammadsadeq Mirmoeeni Erkin M Mirrakhimov Sanjeev Misra Babak Moazen Maryam Mobarakabadi Marcello Moccia Yousef Mohammad Esmaeil Mohammadi Abdollah Mohammadian-Hafshejani Teroj Abdulrahman Mohammed Nagabhishek Moka Ali H Mokdad Sara Momtazmanesh Yousef Moradi Ebrahim Mostafavi Sumaira Mubarik Erin C Mullany Beemnet Tekabe Mulugeta Efrén Murillo-Zamora Christopher J L Murray Julius C Mwita Mohsen Naghavi Mukhammad David Naimzada Vinay Nangia Biswa Prakash Nayak Ionut Negoi Ruxandra Irina Negoi Seyed Aria Nejadghaderi Samata Nepal Sudan Prasad Prasad Neupane Sandhya Neupane Kandel Yeshambel T Nigatu Ali Nowroozi Khan M Nuruzzaman Chimezie Igwegbe Nzoputam Kehinde O Obamiro Felix Akpojene Ogbo Ayodipupo Sikiru Oguntade Hassan Okati-Aliabad Babayemi Oluwaseun Olakunde Gláucia Maria Moraes Oliveira Ahmed Omar Bali Emad Omer Doris V Ortega-Altamirano Adrian Otoiu Stanislav S Otstavnov Bilcha Oumer Mahesh P A Alicia Padron-Monedero Raffaele Palladino Adrian Pana Songhomitra Panda-Jonas Anamika Pandey Ashok Pandey Shahina Pardhan Tarang Parekh Eun-Kee Park Charles D H Parry Fatemeh Pashazadeh Kan Jay Patel Siddhartha Pati George C Patton Uttam Paudel Shrikant Pawar Amy E Peden Ionela-Roxana Petcu Michael R Phillips Marina Pinheiro Evgenii Plotnikov Pranil Man Singh Pradhan Akila Prashant Jianchao Quan Amir Radfar Alireza Rafiei Pankaja Raghav Raghav Vafa Rahimi-Movaghar Azizur Rahman Md Mosfequr Rahman Mosiur Rahman Amir Masoud Rahmani Shayan Rahmani Chhabi Lal Ranabhat Priyanga Ranasinghe Chythra R Rao Drona Prakash Rasali Mohammad-Mahdi Rashidi Zubair Ahmed Ratan David Laith Rawaf Salman Rawaf Lal Rawal Andre M N Renzaho Negar Rezaei Saeid Rezaei Mohsen Rezaeian Seyed Mohammad Riahi Esperanza Romero-Rodríguez Gregory A Roth Godfrey M Rwegerera Basema Saddik Erfan Sadeghi Reihaneh Sadeghian Umar Saeed Farhad Saeedi Rajesh Sagar Amirhossein Sahebkar Harihar Sahoo Mohammad Ali Sahraian KM Saif-Ur-Rahman Sarvenaz Salahi Hamideh Salimzadeh Abdallah M Samy Francesco Sanmarchi Milena M Santric-Milicevic Yaser Sarikhani Brijesh Sathian Ganesh Kumar Saya Mehdi Sayyah Maria Inês Schmidt Aletta Elisabeth Schutte Michaël Schwarzinger David C Schwebel Abdul-Aziz Seidu Nachimuthu Senthil Kumar SeyedAhmad SeyedAlinaghi Allen Seylani Feng Sha Sarvenaz Shahin Fariba Shahraki-Sanavi Shayan Shahrokhi Masood Ali Shaikh Elaheh Shaker Murad Ziyaudinovich Shakhmardanov Mehran Shams-Beyranvand Sara Sheikhbahaei Rahim Ali Sheikhi Adithi Shetty Jeevan K Shetty Damtew Solomon Shiferaw Mika Shigematsu Rahman Shiri Reza Shirkoohi K M Shivakumar Velizar Shivarov Parnian Shobeiri Roman Shrestha Negussie Boti Sidemo Inga Dora Sigfusdottir Diego Augusto Santos Silva Natacha Torres da Silva Jasvinder A Singh Surjit Singh Valentin Yurievich Skryabin Anna Aleksandrovna Skryabina David A Sleet Marco Solmi YONATAN SOLOMON Suhang Song Yimeng Song Reed J D Sorensen Sergey Soshnikov Ireneous N Soyiri Dan J Stein Sonu Hangma Subba Miklós Szócska Rafael Tabarés-Seisdedos Takahiro Tabuchi Majid Taheri Ker-Kan Tan Minale Tareke Elvis Enowbeyang Tarkang Gebremaryam Temesgen Worku Animaw Temesgen Mohamad-Hani Temsah Kavumpurathu Raman Thankappan Rekha Thapar Nikhil Kenny Thomas Chalachew Tiruneh Jovana Todorovic Marco Torrado Mathilde Touvier Marcos Roberto Tovani-Palone Mai Thi Ngoc Tran Sergi Trias-Llimós Jaya Prasad Tripathy Alireza Vakilian Rohollah Valizadeh Mehdi Varmaghani Shoban Babu Varthya Tommi Juhani Vasankari Theo Vos Birhanu Wagaye Yasir Waheed Mandaras Tariku Walde Cong Wang Yanzhong Wang Yuan-Pang Wang Ronny Westerman Nuwan Darshana Wickramasinghe Abate Dargie Wubetu Suowen Xu Kazumasa Yamagishi Lin Yang Gesila Endashaw E Yesera Arzu Yigit Vahit Yiğit Ayenew Engida Ayenew Engida Yimaw Dong Keon Yon Naohiro Yonemoto Chuanhua Yu Siddhesh Zadey Mazyar Zahir Iman Zare Mikhail Sergeevich Zastrozhin Anasthasia Zastrozhina Zhi-Jiang Zhang Chenwen Zhong Mohammad Zmaili Yves Miel H Zuniga Emmanuela Gakidou University of St Andrews. School of Medicine University of St Andrews. Population and Behavioural Science Division Department of Public Health University of Helsinki Hjelt Institute (-2014) Helsinki Inequality Initiative (INEQ) Clinicum Helsinki University Hospital Area Bill & Melinda Gates Foundation King Edward Medical University (Pakistán) Alexander von Humboldt Foundation University of Oxford (Reino Unido) Medical Research Council (Reino Unido) NIH - National Institute of Mental Health (NIMH) (Estados Unidos) Canada Research Chairs National Health and Medical Research Council (Australia) National Heart Foundation of Australia Ministry of Education, Science and Technological Development (Serbia) Wellcome Trust NIH - National Institute on Aging (NIA) (Estados Unidos) Finlands Akademi (Finlandia) Panjab University (India) Federal Ministry of Education & Research (Alemania) National Council for Scientific and Technological Development (Brasil) Danish National Research Foundation Queensland Centre for Mental Health Research (Australia) South African Medical Research Council National Natural Science Foundation of China Charles Sturt University (Australia) Ain Shams University (Egipto) Mizoram University (India) Kasturba Medical College (India) Manipal Academy of Higher Education (India) Coordenação de Aperfeicoamento de Pessoal de Nível Superior (Brasil) Ministerio de Ciencia e Innovación (España) Collaborators, GBD 2020 Alcohol Bryazka, Dana Reitsma, Marissa B Griswold, Max G Abate, Kalkidan Hassen Abbafati, Cristiana Abbasi-Kangevari, Mohsen Abbasi-Kangevari, Zeinab Abdoli, Amir Abdollahi, Mohammad Abdullah, Abu Yousuf Md Abhilash, E S Abu-Gharbieh, Eman Acuna, Juan Manuel Addolorato, Giovanni Adebayo, Oladimeji M Adekanmbi, Victor Adhikari, Kishor Adhikari, Sangeet Adnani, Qorinah Estiningtyas Sakilah Afzal, Saira Agegnehu, Wubetu Yimam Aggarwal, Manik Ahinkorah, Bright Opoku Ahmad, Araz Ramazan Ahmad, Sajjad Ahmad, Tauseef Ahmadi, Ali Ahmadi, Sepideh Ahmed, Haroon Ahmed Rashid, Tarik Akunna, Chisom Joyqueenet Al Hamad, Hanadi Alam, Md Zakiul Alem, Dejene Tsegaye Alene, Kefyalew Addi Alimohamadi, Yousef Alizadeh, Atiyeh Allel, Kasim Alonso, Jordi Alvand, Saba Alvis-Guzman, Nelson Amare, Firehiwot Ameyaw, Edward Kwabena Amiri, Sohrab Ancuceanu, Robert Anderson, Jason A Andrei, Catalina Liliana Andrei, Tudorel Arabloo, Jalal Arshad, Muhammad Artamonov, Anton A Aryan, Zahra Asaad, Malke Asemahagn, Mulusew A Astell-Burt, Thoma Athari, Seyyed Shamsadin Atnafu, Desta Debalkie Atorkey, Prince Atreya, Alok Ausloos, Floriane Ausloos, Marcel Ayano, Getinet Ayanore, Martin Amogre ayanore Ayinde, Olatunde O Ayuso-Mateos, Jose L Azadnajafabad, Sina Azanaw, Melkalem Mamuye Azangou-Khyavy, Mohammadreza Azari Jafari, Amirhossein Azzam, Ahmed Y Badiye, Ashish D Bagheri, Nasser Bagherieh, Sara Bairwa, Mohan Bakkannavar, Shankar M Bakshi, Ravleen Kaur Balchut/bilchut, Awraris Hailu Bärnighausen, Till Winfried Barra, Fabio Barrow, Amadou Baskaran, Pritish Belo, Lui Bennett, Derrick A Benseñor, Isabela M Bhagavathula, Akshaya Srikanth Bhala, Neeraj Bhalla, Ashish Bhardwaj, Nikha Bhardwaj, Pankaj Bhaskar, Sonu Bhattacharyya, Krittika Bhojaraja, Vijayalakshmi S Bintoro, Bagas Suryo Blokhina, Elena A Elena Bodicha, Belay Boda Abule Boloor, Archith Bosetti, Cristina Braithwaite, Dejana Brenner, Hermann Briko, Nikolay Ivanovich Brunoni, Andre R Butt, Zahid A Cao, Chao Cao, Yin Cárdenas, Rosario Carvalho, Andre F Carvalho, Márcia Castaldelli-Maia, Joao Mauricio Castelpietra, Giulio Castro-de-Araujo, Luis F S Cattaruzza, Maria Sofia Chakraborty, Promit Ananyo Charan, Jaykaran Chattu, Vijay Kumar Chaurasia, Akhilanand Cherbuin, Nicola Chu, Dinh-Toi Chudal, Nandita Chung, Sheng-Chia Churko, Chuchu Ciobanu, Liliana G Cirillo, Massimo Claro, Rafael M Costanzo, Simona Cowden, Richard G Criqui, Michael H Cruz-Martins, Natália Culbreth, Garland T Dachew, Berihun Assefa Dadras, Omid Dai, Xiaochen Damiani, Giovanni Dandona, Lalit Dandona, Rakhi Daniel, Beniam Darge Danielewicz, Anna Darega Gela, Jiregna Davletov, Kairat de Araujo, Jacyra Azevedo Paiva de Sá-Junior, Antonio Rei Debela, Sisay Abebe Dehghan, Azizallah Demetriades, Andreas K Derbew Molla, Meseret Desai, Rupak Desta, Abebaw Alemayehu Dias da Silva, Diana Diaz, Daniel Digesa, Lankamo Ena Diress, Mengistie Dodangeh, Milad Dongarwar, Deepa Dorostkar, Fariba Dsouza, Haneil Larson Duko, Bereket Duncan, Bruce B Edvardsson, Kristina Ekholuenetale, Michael Elgar, Frank J Elhadi, Muhammed Elmonem, Mohamed A Endries, Aman Yesuf Eskandarieh, Sharareh Etemadimanesh, Azin Fagbamigbe, Adeniyi Franci Fakhradiyev, Ildar Ravisovich Farahmand, Fatemeh Farinha, Carla Sofia e Sá Faro, Andre Farzadfar, Farshad Fatehizadeh, Ali Fauk, Nelsensius Klau Feigin, Valery L Feldman, Rachel Feng, Xiaoqi Fentaw, Zinabu Ferrero, Simone Ferro Desideri, Lorenzo Filip, Irina Fischer, Florian Francis, Joel Msafiri Franklin, Richard Charle Gaal, Peter Andra Gad, Mohamed M Gallus, Silvano Galvano, Fabio Ganesan, Balasankar Garg, Tushar Gebrehiwot, Mesfin Gebrehiwot Damtew Gebremeskel, Teferi Gebru Gebremichael, Mathewos Alemu Gemechu, Tadele Regasa Getacher, Lemma Getachew, Motuma Erena Getachew Obsa, Abera Getie, Asmare Ghaderi, Amir Ghafourifard, Mansour Ghajar, Alireza Ghamari, Seyyed-Hadi Ghandour, Lilian A Ghasemi Nour, Mohammad Ghashghaee, Ahmad Ghozy, Sherief Glozah, Franklin N Glushkova, Ekaterina Vladimirovna Godos, Justyna Goel, Amit Goharinezhad, Salime Golechha, Mahaveer Goleij, Pouya Golitaleb, Mohamad Greaves, Felix Grivna, Michal Grosso, Giuseppe Gudayu, Temesgen Worku Gupta, Bhawna Gupta, Rajeev Gupta, Sapna Gupta, Veer Bala Gupta, Vivek Kumar Hafezi-Nejad, Nima Haj-Mirzaian, Arvin Hall, Brian J Halwani, Rabih Handiso, Tiilahun Beyene Hankey, Graeme J Hariri, Sanam Haro, Josep Maria Hasaballah, Ahmed I Hassanian-Moghaddam, Hossein Hay, Simon I Hayat, Khezar Heidari, Golnaz Heidari, Mohammad Hendrie, Delia Herteliu, Claudiu Heyi, Demisu Zenbaba Hezam, Kamal Hlongwa, Mbuzeleni Mbuzeleni Holla, Ramesh Hossain, Md Mahbub Hossain, Sahadat Hosseini, Seyed Kianoosh Hosseinzadeh, Mehdi Hostiuc, Mihaela Hostiuc, Sorin Hu, Guoqing Huang, Junjie Hussain, Salman Ibitoye, Segun Emmanuel Ilic, Irena M Ilic, Milena D Immurana, Mustapha Irham, Lalu Muhammad Islam, M Mofizul Islam, Rakibul M Islam, Sheikh Mohammed Shariful Iso, Hiroyasu Itumalla, Ramaiah Iwagami, Masao Jabbarinejad, Roxana Jacob, Loui Jakovljevic, Mihajlo Jamalpoor, Zahra Jamshidi, Elham Jayapal, Sathish Kumar Jayarajah, Umesh Umesh Jayawardena, Ranil Jebai, Rime Jeddi, Seyed Ali Jema, Alelign Tasew Jha, Ravi Prakash Jindal, Har Ashish Jonas, Jost B Joo, Tama Joseph, Nitin Joukar, Farahnaz Jozwiak, Jacek Jerzy Jürisson, Mikk Kabir, Ali Kabthymer, Robel Hussen Kamble, Bhushan Dattatray Kandel, Himal Kanno, Girum Gebremeskel Kapoor, Neeti Karaye, Ibraheem M Karimi, Salah Eddin Kassa, Bekalu Getnet Kaur, Rimple Jeet Kayode, Gbenga A Keykhaei, Mohammad Khajuria, Himanshu Khalilov, Rovshan Khan, Imteyaz A Khan, Moien AB Kim, Hanna Kim, Jihee Kim, Min Seo Kimokoti, Ruth W Kivimäki, Mika Klymchuk, Vitalii Knudsen, Ann Kristin Skrindo Kolahi, Ali-Asghar Korshunov, Vladimir Andreevich Koyanagi, Ai Krishan, Kewal Krishnamoorthy, Yuvaraj Kumar, G Anil Kumar, Narinder Kumar, Nithin Lacey, Ben Lallukka, Tea Lasrado, Savita Lau, Jerrald Lee, Sang-woong Lee, Wei-Chen Lee, Yo Han Lim, Lee-Ling Lim, Stephen S Lobo, Stany W Lopukhov, Platon D Lorkowski, Stefan Lozano, Rafael Lucchetti, Giancarlo Madadizadeh, Farzan Madureira-Carvalho, Áurea M Mahjoub, Soleiman Mahmoodpoor, Ata Mahumud, Rashidul Alam Makki, Alaa Malekpour, Mohammad-Reza Manjunatha, Narayana Mansouri, Borhan Mansournia, Mohammad Ali Martinez-Raga, Jose Martinez-Villa, Francisco A Matzopoulos, Richard Maulik, Pallab K Mayeli, Mahsa Mcgrath, John J Meena, Jitendra Kumar Mehrabi Nasab, Entezar Menezes, Ritesh G Mensink, Gert B M Mentis, Alexios-Fotios A Meretoja, Atte Merga, Bedasa Taye Mestrovic, Tomislav Miao Jonasson, Junmei Miazgowski, Bartosz Micheletti Gomide Nogueira de Sá, Ana Carolina Miller, Ted R Mini, Gk Mirica, Andreea Mirijello, Antonio Mirmoeeni, Seyyedmohammadsadeq Mirrakhimov, Erkin M Misra, Sanjeev Moazen, Babak Mobarakabadi, Maryam Moccia, Marcello Mohammad, Yousef Mohammadi, Esmaeil Mohammadian-Hafshejani, Abdollah Mohammed, Teroj Abdulrahman Moka, Nagabhishek Mokdad, Ali H Momtazmanesh, Sara Moradi, Yousef Mostafavi, Ebrahim Mubarik, Sumaira Mullany, Erin C Mulugeta, Beemnet Tekabe Murillo-Zamora, Efrén Murray, Christopher J L Mwita, Julius C Naghavi, Mohsen Naimzada, Mukhammad David Nangia, Vinay Nayak, Biswa Prakash Negoi, Ionut Negoi, Ruxandra Irina Nejadghaderi, Seyed Aria Nepal, Samata Neupane, Sudan Prasad Prasad Neupane Kandel, Sandhya Nigatu, Yeshambel T Nowroozi, Ali Nuruzzaman, Khan M Nzoputam, Chimezie Igwegbe Obamiro, Kehinde O Ogbo, Felix Akpojene Oguntade, Ayodipupo Sikiru Okati-Aliabad, Hassan Olakunde, Babayemi Oluwaseun Oliveira, Gláucia Maria Morae Omar Bali, Ahmed Omer, Emad Ortega-Altamirano, Doris V Otoiu, Adrian Otstavnov, Stanislav S Oumer, Bilcha P A, Mahesh Padron-Monedero, Alicia Palladino, Raffaele Pana, Adrian Panda-Jonas, Songhomitra Pandey, Anamika Pandey, Ashok Pardhan, Shahina Parekh, Tarang Park, Eun-Kee Parry, Charles D H Pashazadeh Kan, Fatemeh Patel, Jay Pati, Siddhartha Patton, George C Paudel, Uttam Pawar, Shrikant Peden, Amy E Petcu, Ionela-Roxana Phillips, Michael R Pinheiro, Marina Plotnikov, Evgenii Pradhan, Pranil Man Singh Prashant, Akila Quan, Jianchao Radfar, Amir Rafiei, Alireza Raghav, Pankaja Raghav Rahimi-Movaghar, Vafa Rahman, Azizur Rahman, Md Mosfequr Rahman, Mosiur Rahmani, Amir Masoud Rahmani, Shayan Ranabhat, Chhabi Lal Ranasinghe, Priyanga Rao, Chythra R Rasali, Drona Prakash Rashidi, Mohammad-Mahdi Ratan, Zubair Ahmed Rawaf, David Laith Rawaf, Salman Rawal, Lal Renzaho, Andre M N Rezaei, Negar Rezaei, Saeid Rezaeian, Mohsen Riahi, Seyed Mohammad Romero-Rodríguez, Esperanza Roth, Gregory A Rwegerera, Godfrey M Saddik, Basema Sadeghi, Erfan Sadeghian, Reihaneh Saeed, Umar Saeedi, Farhad Sagar, Rajesh Sahebkar, Amirhossein Sahoo, Harihar Sahraian, Mohammad Ali Saif-Ur-Rahman, Km Salahi, Sarvenaz Salimzadeh, Hamideh Samy, Abdallah M Sanmarchi, Francesco Santric-Milicevic, Milena M Sarikhani, Yaser Sathian, Brijesh Saya, Ganesh Kumar Sayyah, Mehdi Schmidt, Maria Inê Schutte, Aletta Elisabeth Schwarzinger, Michaël Schwebel, David C Seidu, Abdul-Aziz Senthil Kumar, Nachimuthu Seyedalinaghi, Seyedahmad Seylani, Allen Sha, Feng Shahin, Sarvenaz Shahraki-Sanavi, Fariba Shahrokhi, Shayan Shaikh, Masood Ali Shaker, Elaheh Shakhmardanov, Murad Ziyaudinovich Shams-Beyranvand, Mehran Sheikhbahaei, Sara Sheikhi, Rahim Ali Shetty, Adithi Shetty, Jeevan K Shiferaw, Damtew Solomon Shigematsu, Mika Shiri, Rahman Shirkoohi, Reza Shivakumar, K M Shivarov, Velizar Shobeiri, Parnian Shrestha, Roman Sidemo, Negussie Boti Sigfusdottir, Inga Dora Silva, Diego Augusto Santo Silva, Natacha Torres da Singh, Jasvinder A Singh, Surjit Skryabin, Valentin Yurievich Skryabina, Anna Aleksandrovna Sleet, David A Solmi, Marco Solomon, Yonatan Song, Suhang Song, Yimeng Sorensen, Reed J D Soshnikov, Sergey Soyiri, Ireneous N Stein, Dan J Subba, Sonu Hangma Szócska, Mikló Tabarés-Seisdedos, Rafael Tabuchi, Takahiro Taheri, Majid Tan, Ker-Kan Tareke, Minale Tarkang, Elvis Enowbeyang Temesgen, Gebremaryam Temesgen, Worku Animaw Temsah, Mohamad-Hani Thankappan, Kavumpurathu Raman Thapar, Rekha Thomas, Nikhil Kenny Tiruneh, Chalachew Todorovic, Jovana Torrado, Marco Touvier, Mathilde Tovani-Palone, Marcos Roberto Tran, Mai Thi Ngoc Trias-Llimós, Sergi Tripathy, Jaya Prasad Vakilian, Alireza Valizadeh, Rohollah Varmaghani, Mehdi Varthya, Shoban Babu Vasankari, Tommi Juhani Vos, Theo Wagaye, Birhanu Waheed, Yasir Walde, Mandaras Tariku Wang, Cong Wang, Yanzhong Wang, Yuan-Pang Westerman, Ronny Wickramasinghe, Nuwan Darshana Wubetu, Abate Dargie Xu, Suowen Yamagishi, Kazumasa Yang, Lin Yesera, Gesila Endashaw E Yigit, Arzu Yiğit, Vahit Yimaw, Ayenew Engida Ayenew Engida Yon, Dong Keon Yonemoto, Naohiro Yu, Chuanhua Zadey, Siddhesh Zahir, Mazyar Zare, Iman Zastrozhin, Mikhail Sergeevich Zastrozhina, Anasthasia Zhang, Zhi-Jiang Zhong, Chenwen Zmaili, Mohammad Zuniga, Yves Miel H Gakidou, Emmanuela Bryazka, D Reitsma, Mb Griswold, Mg Abate, Kh Abbafati, C Kangevari, Ma Kangevari, Za Abdoli, A Abdollahi, M Abdullah, Am Abhilash, E Abu Gharbieh, E Acuna, Jm Addolorato, G Adebayo, Om Adekanmbi, V Adhikari, K Adhikari, S Adnani, Qe Afzal, S Agegnehu, Wy Aggarwal, M Ahinkorah, Bo Ahmad, Ar Ahmad, S Ahmad, T Ahmadi, A Ahmadi, S Ahmed, H Rashid, Ta Akunna, Cj Al Hamad, H Alam, Mz Alem, Dt Alene, Ka Alimohamadi, Y Alizadeh, A Allel, K Alonso, J Alvand, S Guzman, Na Amare, F Ameyaw, Ek Amiri, S Ancuceanu, R Anderson, Ja Andrei, Cl Andrei, T Arabloo, J Arshad, M Artamonov, Aa Aryan, Z Asaad, M Asemahagn, Ma Burt, Ta Athari, S Atnafu, Dd Atorkey, P Atreya, A Ausloos, F Ausloos, M Ayano, G Ayanore, Ma Ayinde, Oo Mateos, Jla Azadnajafabad, S Azanaw, Mm Khyavy, Ma Jafari, Aa Azzam, Ay Badiye, Ad Bagheri, N Bagherieh, S Bairwa, M Bakkannavar, Sm Bakshi, Rk Balchut, Ah Null, T Barra, F Barrow, A Baskaran, P Belo, L Bennett, Da Bensenor, Im Bhagavathula, A Bhala, N Bhalla, A Bhardwaj, N Bhardwaj, P Bhaskar, S Bhattacharyya, K Bhojaraja, V Bintoro, B Blokhina, Eae Bodicha, Bba Boloor, A Bosetti, C Braithwaite, D Brenner, H Briko, Ni Brunoni, Ar Butt, Za Cao, C Cao, Y Cardenas, R Carvalho, Af Carvalho, M Maia, Jmc Castelpietra, G de Araujo, Lfsc Cattaruzza, M Chakraborty, Pa Charan, J Chattu, Vk Chaurasia, A Cherbuin, N Chu, Dt Chudal, N Chung, Sc Churko, C Ciobanu, Lg Cirillo, M Claro, Rm Costanzo, S Cowden, Rg Criqui, Mh Martins, Nc Culbreth, Gt Dachew, Ba Dadras, O Dai, Xc Damiani, G Dandona, L Dandona, R Daniel, Bd Danielewicz, A Gela, Jd Davletov, K de Araujo, Jap de Sa, Ar Debela, Sa Dehghan, A Demetriades, Ak Molla, Md Desai, R Desta, Aa da Silva, Dd Diaz, D Digesa, Le Diress, M Dodangeh, M Dongarwar, D Dorostkar, F Dsouza, Hl Duko, B Duncan, Bb Edvardsson, K Ekholuenetale, M Elgar, Fj Elhadi, M Elmonem, Ma Endries, Ay Eskandarieh, S Etemadimanesh, A Fagbamigbe, Af Fakhradiyev, Ir Farahmand, F Farinha, Cse Faro, A Farzadfar, F Fatehizadeh, A Fauk, Nk Feigin, Vl Feldman, R Feng, Xq Fentaw, Z Ferrero, S Desideri, Lf Filip, I Fischer, F Francis, Jm Franklin, Rc Gaal, Pa Gad, Mm Gallus, S Galvano, F Ganesan, B Garg, T Gebrehiwot, Mgd Gebremeskel, Tg Gebremichael, Ma Gemechu, Tr Getacher, L Getachew, Me Obsa, Ag Getie, A Ghaderi, A Ghafourifard, M Ghajar, A Ghamari, Sh Ghandour, La Nour, Mg Ghashghaee, A Ghozy, S Glozah, Fn Glushkova, Ev Godos, J Goel, A Goharinezhad, S Golechha, M Goleij, P Golitaleb, M Greaves, F Grivna, M Grosso, G Gudayu, Tw Gupta, B Gupta, R Gupta, S Gupta, Vb Gupta, Vk Nejad, Nh Mirzaian, Ah Hall, Bj Halwani, R Handiso, Tb Hankey, Gj Hariri, S Haro, Jm Hasaballah, Ai Moghaddam, Hh Hay, Si Hayat, K Heidari, G Heidari, M Hendrie, D Herteliu, C Heyi, Dz Hezam, K Hlongwa, Mm Holla, R Hossain, Mm Hossain, S Hosseini, Sk Hosseinzadeh, M Hostiuc, M Hostiuc, S Hu, Gq Huang, Jj Hussain, S Ibitoye, Se Ilic, Im Ilic, Md Immurana, M Irham, Lm Islam, Mm Islam, Rm Islam, Sm Iso, H Itumalla, R Iwagami, M Jabbarinejad, R Jacob, L Jakovljevic, M Jamalpoor, Z Jamshidi, E Jayapal, Sk Jayarajah, Uu Jayawardena, R Jebai, R Jeddi, Sa Jema, At Jha, Rp Jindal, Ha Jonas, Jb Joo, T Joseph, N Joukar, F Jozwiak, Jj Jurisson, M Kabir, A Kabthymer, Rh Kamble, Bd Kandel, H Kanno, Gg Kapoor, N Karaye, Im Karimi, Se Kassa, Bg Kaur, Rj Kayode, Ga Keykhaei, M Khajuria, H Khalilov, R Khan, Ia Ab Khan, M Kim, H Kim, J Kim, M Kimokoti, Rw Kivimaki, M Klymchuk, V Knudsen, Ak Kolahi, Aa Korshunov, Va Koyanagi, A Krishan, K Krishnamoorthy, Y Kumar, Ga Kumar, N Ben, Lacey Lallukka, T Lasrado, S Lau, J Lee, Sw Lee, Wc Lee, Yh Lim, Ll Lim, S Lobo, Sw Lopukhov, Pd Lorkowski, S Lozano, R Lucchetti, G Madadizadeh, F Mahjoub, S Mahmoodpoor, A Mahumud, Ra Makki, A Malekpour, Mr Manjunatha, N Mansouri, B Mansournia, Ma Raga, Jm Villa, Fam Matzopoulos, R Maulik, Pk Mayeli, M Mcgrath, Jj Meena, Jk Nasab, Em Menezes, Rg Mensink, Gbm Mentis, Afa Meretoja, A Merga, Bt Mestrovic, T Jonasson, Jm Miazgowski, B de Sa, Acmgn Miller, Tr Mini, G Mirica, A Mirijello, A Mirmoeeni, S Mirrakhimov, Em Misra, S Moazen, B Mobarakabadi, M Moccia, M Mohammad, Y Mohammadi, E Hafshejani, Am Mohammed, Ta Moka, N Mokdad, Ah Momtazmanesh, S Moradi, Y Mostafavi, E Mubarik, S Mullany, Ec Mulugeta, Bt Zamora, Em Murray, Cjl Mwita, Jc Naghavi, M Naimzada, Md Nangia, V Nayak, Bp Negoi, I Negoi, Ri Nejadghaderi, Sa Nepal, S Neupane, Spp Kandel, Sn Nigatu, Yt Nowroozi, A Nuruzzaman, Km Nzoputam, Ci Obamiro, Ko Ogbo, Fa Oguntade, A Aliabad, Ho Olakunde, Bo Oliveira, Gmm Bali, Ao Omer, E Altamirano, Dvo Otoiu, A Otstavnov, S Oumer, B Mahesh, Pa Monedero, Ap Palladino, R Pana, A Jonas, Sp Pandey, A Pardhan, S Parekh, T Park, Ek Parry, Cdh Kan, Fp Patel, J Pati, S Patton, Gc Paudel, U Pawar, S Peden, Ae Petcu, Ir Phillips, Mr Pinheiro, M Plotnikov, E Pradhan, Pm Prashant, A Quan, Jc Radfar, A Rafiei, A Raghav, Pr Movaghar, Vr Rahman, A Rahman, Mm Rahman, M Rahmani, Am Rahmani, S Ranabhat, Cl Ranasinghe, P Rao, Cr Rasali, Dp Rashidi, Mm Ratan, Za Rawaf, Dl Rawaf, S Rawal, L Renzaho, Amn Rezaei, N Rezaei, S Rezaeian, M Riahi, Sm Rodriguez, Er Roth, Ga Rwegerera, Gm Saddik, B Sadeghi, E Sadeghian, R Saeed, U Saeedi, F Sagar, R Sahebkar, A Sahoo, H Sahraian, Ma Rahman, Ksu Salahi, S Salimzadeh, H Samy, Am Sanmarchi, F Milicevic, Mm Sarikhani, Y Sathian, B Saya, Gk Sayyah, M Schmidt, Mi Schutte, Ae Schwarzinger, M Schwebel, Dc Seidu, Aa Seyedalinaghi, S Seylani, A Sha, F Shahin, S Sanavi, F Shahrokhi, S Shaikh, Ma Shaker, E Shakhmardanov, Mz Beyranvand, M Sheikhbahaei, S Sheikhi, Ra Shetty, A Shetty, Jk Shiferaw, D Shigematsu, M Shiri, R Shirkoohi, R Shivakumar, Km Shivarov, V Shobeiri, P Shrestha, R Sidemo, Nb Sigfusdottir, Id Silva, Da da Silva, Nt Singh, Ja Singh, S Skryabin, Vy Skryabina, Aa Sleet, Da Solmi, M Solomon, Y Song, S Song, Ym Sorensen, Rjd Soshnikov, S Soyiri, In Stein, Dj Subba, Sh Szocska, M Seisdedos, Rt Tabuchi, T Taheri, M Tan, Kk Tareke, M Tarkang, Ee Temesgen, G Temesgen, Wa Temsah, Mh Thankappan, Kr Thapar, R Thomas, Nk Tiruneh, C Todorovic, J Torrado, M Touvier, M Palone, Mrt Tran, Mtn Llimos, St Tripathy, Jp Vakilian, A Valizadeh, R Varmaghani, M Varthya, Sb Vasankari, Tj Vos, T Wagaye, B Waheed, Y Walde, Mt Wang, C Wang, Yz Wang, Yp Westerman, R Wickramasinghe, Nd Wubetu, Ad Xu, S Yamagishi, K Yang, L Yesera, Gee Yigit, A Yimaw, Ae Yon, Dk Yonemoto, N Yu, Ch Zadey, S Zahir, M Zare, I Zastrozhin, M Zastrozhina, A Zhang, Zj Zhong, Cw Zmaili, M Zuniga, Ymh Gakidou, E Madureira-Carvalho, Am Ciobanu, LG Gakidou, Emma GBD 2020 Alcohol Collaborators
Source :
Web of Science
Publication Year :
2022
Abstract
Background: The health risks associated with moderate alcohol consumption continue to be debated. Small amounts of alcohol might lower the risk of some health outcomes but increase the risk of others, suggesting that the overall risk depends, in part, on background disease rates, which vary by region, age, sex, and year. Methods: For this analysis, we constructed burden-weighted dose-response relative risk curves across 22 health outcomes to estimate the theoretical minimum risk exposure level (TMREL) and non-drinker equivalence (NDE), the consumption level at which the health risk is equivalent to that of a non-drinker, using disease rates from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2020 for 21 regions, including 204 countries and territories, by 5-year age group, sex, and year for individuals aged 15-95 years and older from 1990 to 2020. Based on the NDE, we quantified the population consuming harmful amounts of alcohol. Findings: The burden-weighted relative risk curves for alcohol use varied by region and age. Among individuals aged 15-39 years in 2020, the TMREL varied between 0 (95% uncertainty interval 0-0) and 0·603 (0·400-1·00) standard drinks per day, and the NDE varied between 0·002 (0-0) and 1·75 (0·698-4·30) standard drinks per day. Among individuals aged 40 years and older, the burden-weighted relative risk curve was J-shaped for all regions, with a 2020 TMREL that ranged from 0·114 (0-0·403) to 1·87 (0·500-3·30) standard drinks per day and an NDE that ranged between 0·193 (0-0·900) and 6·94 (3·40-8·30) standard drinks per day. Among individuals consuming harmful amounts of alcohol in 2020, 59·1% (54·3-65·4) were aged 15-39 years and 76·9% (73·0-81·3) were male. Interpretation: There is strong evidence to support recommendations on alcohol consumption varying by age and location. Stronger interventions, particularly those tailored towards younger individuals, are needed to reduce the substantial global health loss attributable to alcohol. Research reported in this publication was supported by the Bill & Melinda Gates Foundation. S Afzal acknowledges the support for intellectual contributions to this manuscript by the Department of Community Medicine and Epidemiology at King Edward Medical University, Lahore, Pakistan. T Bärnighausen was supported by the Alexander von Humboldt Foundation through the Alexander von Humboldt Professor award, funded by the German Federal Ministry of Education and Research. L Belo acknowledges support from FCT in the scope of the project UIDP/04378/2020 and UIDB/04378/2020 of UCIBIO and the project LA/P/0140/2020 of i4HB. D Bennett is supported by the UK Medical Research Council Population Health Research Unit at the University of Oxford (Oxford, UK). M Carvalho acknowledges support from FCT in the scope of the project UIDP/04378/2020 and UIDB/04378/2020 of UCIBIO and the project LA/P/0140/2020 of i4HB. L Castro-de-Araujo was funded by the Medical Research Council (UK), Grant no. MR/T03355X/1 and by the National Institute of Mental Health Grant no. R01MH128911. FJ Elgar is supported by the Canada Research Chairs program. F Greaves acknowledges support from the NIHR Applied Research Collaboration for NW London. V K Gupta acknowledges funding support from the National Health and Medical Research Council (NHMRC), Australia. VB Gupta acknowledges funding support from the National Health and Medical Research Council (NHMRC), Australia. C Herteliu is partially supported by a grant from the Romanian National Authority for Scientific Research and Innovation, CNDS-UEFISCDI, project number PN-III-P4-ID-PCCF-2016-0084. C Herteliu is partially supported by a grant from the Romanian Ministry of Research Innovation and Digitalization, MCID, project number ID-585-CTR-42-PFE-2021. S Hussain was supported by the Operational Programme Research, Development and Education –Project, Postdoc2MUNI “(No. CZ.02.2.69/0.0/0.0/18_053/0016952). S M S Islam is funded by the National Health and Medical Research Council and received funding from the National Heart Foundation of Australia. The Serbian part of this GBD-related contribution has been co-financed through Grant OI 175 014 of the Ministry of Education Science and Technological Development of the Republic of Serbia. M Kivimaki was supported by the Wellcome Trust (221854/Z/20/Z), the UK Medical Research Council (MR/S011676/1), the US National Institute on Aging (R01AG056477), and the Academy of Finland (350426). K Krishan is supported by the UGC Centre of Advanced Study (Phase II), awarded to the Department of Anthropology, Panjab University, Chandigarh, India. B Lacey acknowledges support from the UK Biobank, funded largely by the UK Medical Research Council and Wellcome. S Lorkowski acknowledges institutional support from the Competence Cluster for Nutrition and Cardiovascular Health (nutriCARD) Halle-Jena-Leipzig (Germany; German Federal Ministry of Education and Research; grant agreement number 01EA1808A). G Lucchetti received a productivity scholarship from the Brazilian National Council for Scientific and Technological Development — CNPq (Level 1D). J McGrath was supported by the Danish National Research Foundation (Niels Bohr Professor). J McGrath is employed by the Queensland Centre for Mental Health Research (Australia), which receives support from the Queensland Health Department. C Parry acknowleges the South African Medical Research Council. A Peden is supported by a National Health and Medical Research Council Emerging Leadership Fellowship (Grant ID: APP2009306). M R Phillips was supported in part by the Global Alliance for Chronic Diseases - National Natural Science Foundation of China (NSFC. No. 81761128031). M Pinheiro acknowledges FCT for funding through program DL 57/2016 – Norma transitória. A Rahman acknowledges the support from the Data Science Research Unit in Charles Sturt University (Bathurst, NSW, Australia). U Saeed would like to acknowledge the International Center of Medical Sciences Research (ICMSR), Islamabad, Pakistan. A M Samy acknowledges support from Ain Shams University (Cairo, Egypt) and the Egyptian Fulbright Mission Program. N Senthil Kumar acknowledges the DBT, New Delhi sponsored Advanced State Level Biotech Hub (BT/NER/143/SP44475/2021), Mizoram University (Aizawl, Mizoram, India) for facilitating this work. F Sha is supported by the Shenzhen Science and Technology Program (Grant No. KQTD20190929172835662). A Shetty acknowledges Kasturba Medical College (Mangalore, India) and Manipal Academy of Higher Education (Manipal, India) for all the academic support. R Shrestha acknowledges a career development award from the National Institutes of Health (K01DA051346). D Silva was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior-Brazil (CAPES)-Finance Code 001 and is supported in part by CNPq - Brazil (309589/2021-5). D Sleet acknowledges partial support from Veritas Management Group, Inc and The Bizzell Group, LLC. S Trias-Llimós acknowledges research funding from the Juan de la Cierva-Formación program of the Spanish Ministry of Science and Innovation (FJC-2019-039314-I). Sí
Details
Language :
English
ISSN :
01406736
Database :
OpenAIRE
Journal :
Web of Science
Accession number :
edsair.doi.dedup.....4d4ec96a5a43d972c5052cc6d34d5412