29 research outputs found
An implementation of rotor speed observer for sensorless induction motor drive in case of machine parameter uncertainty
- Publication venue
- 'VSB Technical University of Ostrava, Faculty of Electrical Engineering and Computer Sciences'
- Publication date
- 01/01/2018
- Field of study
The paper describes observers using model reference adaptive system for sensorless induction motor drive with the pulse width modulator and the direct torque control under the circumstances of incorrect information of induction motor parameters. An approximation based on the definition of the Laplace transformation is used to obtain initial values of the parameters. These values are utilized to simulate sensorless control structures of the induction motor drive in Matlab-Simulink environment. Performance comparison of two typical observers is carried out at different speed areas and in presence of parameter uncertainty. A laboratory stand with the induction motor drive and load unit is set up to verify the properties of observers. Experimental results confirm the expected dynamic properties of selected observer
Speed estimators using stator resistance adaptation for sensorless induction motor drive
- Publication venue
- 'VSB Technical University of Ostrava, Faculty of Electrical Engineering and Computer Sciences'
- Publication date
- 01/01/2016
- Field of study
The paper describes speed estimators for a speed sensorless induction motor drive with the direct torque and flux control. However, the accuracy of the direct torque control depends on the correct information of the stator resistance, because its value varies with working conditions of the induction motor. Hence, a stator resistance adaptation is necessary. Two techniques were developed for solving this problem: model reference adaptive system based scheme and artificial neural network based scheme. At first, the sensorless control structures of the induction motor drive were implemented in Matlab-Simulink environment. Then, a comparison is done by evaluating the rotor speed difference. The simulation results confirm that speed estimators and adaptation techniques are simple to simulate and experiment. By comparison of both speed estimators and both adaptation techniques, the current based model reference adaptive system estimator with the artificial neural network based adaptation technique gives higher accuracy of the speed estimation
Pulse-width modulation direct torque control induction motor drive with Kalman filter
- Author
- Publication venue
- 'Universitas Ahmad Dahlan'
- Publication date
- 01/02/2021
- Field of study
The paper deals with application of Kalman filter in induction motor drive using pulse-width modulation direct torque control (PWM-DTC). In the first part, the conventional PWM-DTC drive is described and Kalman filter is utilized to filter components of stator current vector those are assumed to be disturbed by white noise. The second part contains simulation results that are obtained in different cases of load torque, process and measurement noise covariances. The integral time absolute error (ITAE) performance index, undershoot, ripple of important quantities are used to compare the conventional drive structure and proposed drive structure with Kalman filter. The simulation results confirm the expected dynamic response of the proposed structure
Avian Influenza H5N1 and Healthcare Workers
- Author
- Publication venue
- Centers for Disease Control and Prevention
- Publication date
- 01/01/2005
- Field of study
Finishing the euchromatic sequence of the human genome
- Author
- . Haifeng
- . Magner
- . Yin
- Abbott Scott
- Abbott-Ozersky Amanda
- Abdellah Zahra
- Abouelleil Amr
- Abrajano Anne
- Adachi Tamami
- Adam Catherine
- Adams Charles Q.
- Adamson Aaron
- Adekoya Emmanuel
- Adio-Oduola Babajide
- Aerts Andrea
- Aggarwal Arun
- Ahmadi Alireza
- Ahmed Shahana
- Aimable Matthew
- Ainscough Rachael
- Ait-Zahra Mostafa
- Aizu Tomoyuki
- Alcivare Dana
- Alegria Michelle
- Ali Alla
- Ali Johar
- Allegria-hartmann Michelle
- Alleman Jennifer
- Allen Carlana C.
- Allen Heather
- Allen Nicole R.
- Allen Susan
- Allen Thaddeus
- Almeida Jeff
- Almond Claire
- Alsbrooks Stephen L.
- Altherr Michael R.
- Amaratunge Harshinie C.
- Ambler Andrew
- Ambrose Karen
- Ambrose Kerrie
- Amemiya Chris
- Amico-Keller Gina
- Amin Amita G.
- Anderson Mechele
- Anderson Scott
- Anderson Scott
- Andora Janice
- Andredesz Carol
- Andrew Robert
- Andrews Dan
- Andrews Daniel
- Andrews Neil
- Andrews Stephanie
- Andriese Tim
- Anthouard Véronique
- Antonarakis Stylianos E.
- Anyalebechi Vivian
- Aoki Norie
- Apostolou Sinoula
- Apweiler Eva
- Arachchi Harindra
- Arai Rie
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- Arcaina Terisita
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- Arellano Andre
- Arellano-Jones Perry
- Armbruster Jeff
- Armstrong Jon
- Arredondo Dilrukshi P.
- Arredondo Heather Hope
- Artiguenave François
- Asakawa Shuichi
- Asakawa Teruyo
- Ash Gareth
- Ashcroft Kevin
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- Ashwell Robert
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- Aslanidis Cara
- Asomugha Chinwe O.
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- Benke J
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- Earthrowl Mark
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- Gebreyesus Binyam
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- Gelpke Maartin
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- Geng Jianing
- Georgescu Anca
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- Ghori Jilur
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- Gibbs Richard A.
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- Gonzalez Guillermo B.
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- Gordon Seth
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- Hitchens Matthew Edward
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- Hodgson David
- Hoffman Susan M.G.
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- Howard Stephanie R.
- Howden Philip
- Howe Kevin
- Howell Gareth
- Howell Latoya Lynette
- Howells Sally Lucinda
- Hsu Fan
- Hu George
- Hu Jie
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- Huang Fang
- Huang Guyang
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- Huang Mei
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- Huang Wei
- Huang Wei
- Huang Wei
- Huang Zhengping
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- Huber James W.
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- Hynds Christopher
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- Imbro Paula
- Imo Kelvin C.
- Inacio Nicole
- Inagaki Naomi
- Ince Michael
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- Inoue Shuuji
- Isak Amber
- Isherwood Judith
- Ishibashi Akiko
- Ishikawa Sabine K.
- Ishizaki Hinako
- Isozaki Emi
- Israni Sanjay
- Ito Fumiaki
- Ito Noriko
- Itoh Takehiko
- Iwakawa Shinobu
- Iwatate Mariko
- Iwatsu Mikiko
- Iyer Vivek
- Izatt Janet
- Izmajlowicz Monica
- Izumiyama Tomohiro
- Jacintho Mark
- Jackson Laronda R.
- Jackson Terri
- Jacob Leni Susan
- Jaeger Sara
- Jaffe David B.
- Jahn Niels
- Jaklevic Joseph
- Jaklevic Michael
- James Kent W.
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- Jarek Michael
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- Jeffery Kim
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- Jekosch Kerstin
- Jenkins Lee
- Jett Jamie
- Jewett Phillip E.
- Jia Jia
- Jia Jia
- Jia Nan
- Jia Xingchang
- Jiang Lu
- Jiang Yanrui
- Jiang Ziyou
- Jimenez Alberto
- Jin Jian
- Jin Yetao
- Jin Yongsan
- Johansen Tina
- Johnson Bennie
- Johnson Cheryl
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- Lowenstein Michael G.
- Lowry Stephen
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- Lu Lingfeng
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- Lucier Raymond L.
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- Madabhushi Ramki
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- Nwokenkwo Stanley
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- Sonnhammer Erik
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- Stallings Raymond I.
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- Subramanian Sandhya
- Sudbrak Ralf
- Sugnet Charles W.
- Sulston John
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- Sun Min
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- Sun Yu
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- Sutherland Robert D.
- Sutton Angelica E.
- Svatek Amanda F.
- Svetz Jessica
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- Tian Chaoguang
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- Tice Hope
- Tighe Damon
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- Zeng Yixin
- Zhai Dong
- Zhan Guoping
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- Zhang Fengmei
- Zhang Guangyu
- Zhang Guohua
- Zhang Guohua
- Zhang Haiqing
- Zhang Haiqing
- Zhang Haiqing
- Zhang Hongbo
- Zhang Hongbo
- Zhang Jingjing
- Zhang Jingjing
- Zhang Jingkun
- Zhang Jiuchun
- Zhang Jiuchun
- Zhang Lanzhi
- Zhang Li
- Zhang Li
- Zhang Meihua
- Zhang Meng
- Zhang Ming
- Zhang Qing
- Zhang Ruhua
- Zhang Shaojie
- Zhang Tiezhen
- Zhang Wei
- Zhang Wei
- Zhang Xianglin
- Zhang Xianglin
- Zhang Xiaoliang
- Zhang Xiuqing
- Zhang Yan
- Zhang Yi
- Zhang Yilin
- Zhang Yilin
- Zhang Ying
- Zhang Yuansen
- Zhang Yuzhi
- Zhang Zhengdong
- Zhao Hongmei
- Zhao Lijian
- Zhao Shenru
- Zhao Zhijing
- Zhen Zhicheng
- Zheng Haibo
- Zhong Ming
- Zhou Carol
- Zhou Haixia
- Zhou Jianling
- Zhou Nannan
- Zhou Xinfeng
- Zhou Yan
- Zhou Yang
- Zhou Yi
- Zhu Bingying
- Zhu Bofeng
- Zhu Fenghua
- Zhu Genfeng
- Zhu Genfeng
- Zhu Miao
- Zhu Ning
- Zhu Yongge
- Zhu Zhen
- Zhuang Shitao
- Zierten Deborah
- Zimmer Andrew
- Zody Michael C.
- Zollo Massimo
- Zorrilla Sara E.
- Zuo Lin
- Publication venue
- LSU Digital Commons
- Publication date
- 21/10/2004
- Field of study
The sequence of the human genome encodes the genetic instructions for human physiology, as well as rich information about human evolution. In 2001, the International Human Genome Sequencing Consortium reported a draft sequence of the euchromatic portion of the human genome. Since then, the international collaboration has worked to convert this draft into a genome sequence with high accuracy and nearly complete coverage. Here, we report the result of this finishing process. The current genome sequence (Build 35) contains 2.85 billion nucleotides interrupted by only 341 gaps. It covers ∼99% of the euchromatic genome and is accurate to an error rate of ∼1 event per 100,000 bases. Many of the remaining euchromatic gaps are associated with segmental duplications and will require focused work with new methods. The near-complete sequence, the first for a vertebrate, greatly improves the precision of biological analyses of the human genome including studies of gene number, birth and death. Notably, the human enome seems to encode only 20,000-25,000 protein-coding genes. The genome sequence reported here should serve as a firm foundation for biomedical research in the decades ahead
Use of anticoagulants and antiplatelet agents in stable outpatients with coronary artery disease and atrial fibrillation. International CLARIFY registry
- Author
- A. L. R. Ng
- Abardia Oliva F. J.
- Abdel Malak S.
- Abdel Wahab H.
- Abdul Kareem B. B.
- Abdul Manap H.
- Abdul Rahim A. A.
- Abdulkader F.
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- AbdulWahab M. Z.
- Abduvalieva V.
- Abele S.
- Aboyans V.
- Abreu P. E.
- Adam-Blanpain M.
- Adamaszek K.
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- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 01/01/2015
- Field of study
Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
- Author
- Aali Amirali
- Abbafati Cristiana
- Abbas Jaffar
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasian Mohammadreza
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdelmasseh Michael
- Abdelwahab Ahmed
- Abdollahi Mohammad
- Abdoun Meriem
- Abdullahi Auwal
- Abdurehman Ame Mehadi
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abhilash E S
- Abiodun Olugbenga Olusola
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Abreu Lucas Guimarães
- Abrha Woldu Aberhe
- Abrigo Michael R M
- Abtahi Dariush
- Abu Rumeileh Samir
- Abu-Rmeileh Niveen ME
- Abu-Zaid Ahmed
- Aburuz Salahdein
- Acuna Juan Manuel
- Adair Tim
- Addo Isaac Yeboah
- Adebayo Oladimeji M
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- Lunevicius Raimundas
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- Rafiei Alavi Seyedeh Niloufar
- Rafique Ibrar
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- Rahman Md Mosfequr
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- Rahman Tafhimur
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- Rahmani Shayan
- Rahnavard Niloufar
- Rai Pramila
- Rajaa Sathish
- Rajabpour-Sanati Ali
- Rajput Prashant
- Ram Prasanna
- Ramadan Hazem
- Ramasamy Shakthi Kumaran
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- Rasul Azad
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- Romadlon Debby Syahru
- Ronfani Luca
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- Sadeghi Masoumeh
- Sadeghian Saeid
- Saeed Umar
- Saeedi Maryam
- Safi Sare
- Sagar Rajesh
- Saghazadeh Amene
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- Sahoo Soumya Swaroop
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- Saxena Sonia
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- Sayadi Yaser
- Sayeed Abu
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- Saylan Mete
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- Schaarschmidt Benedikt Michael
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- Schmidt Maria Inês
- Schuermans Art
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- Senapati Sabyasachi
- Sengupta Pallav
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- Serban Dragos
- Sertsu Addisu
- Sethi Yashendra
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- Shafaat Amir
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- Shafie Mahan
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- Shah Nilay S
- Shah Pritik A
- Shahabi Saeed
- Shahbandi Ataollah
- Shahid Izza
- Shahid Samiah
- Shahid Wajeehah
- Shahwan Moyad Jamal
- Shaikh Masood Ali
- Shakeri Alireza
- Shakil Husain
- Sham Sunder
- Shamim Muhammad Aaqib
- Shams-Beyranvand Mehran
- Shamshad Hina
- Shamshirgaran Mohammad Ali
- Shamsi Mohammad Anas
- Shanawaz Mohd
- Shankar Abhishek
- Sharfaei Sadaf
- Sharifan Amin
- Shariff Mariam
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- Sheikh Aziz
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- Shen Jiabin
- Shenoy Manjunath Mala
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- Silva Soraia
- Simões Jorge Piano
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- Singal Anjali
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- Singh Mahendra
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- Temsah Mohamad-Hani
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- Teramoto Masayuki
- Tesfaye Solomon Hailemariam
- Thangaraju Pugazhenthan
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- Tiruye Tenaw Yimer
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- Touvier Mathilde
- Tovani-Palone Marcos Roberto
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- Tran Nghia Minh
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- Trihandini Indang
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- Tung Kang
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- Udoh Arit
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- Ullah Sana
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- Umeokonkwo Chukwuma David
- Umesh Anushri
- Unim Brigid
- Unnikrishnan Bhaskaran
- Upadhyay Era
- Urso Daniele
- Vacante Marco
- Vahdani Amir Mohammad
- Vaithinathan Asokan Govindaraj
- Valadan Tahbaz Sahel
- Valizadeh Rohollah
- Van den Eynde Jef
- Varavikova Elena
- Varga Orsolya
- Varma Siddhartha Alluri
- Vart Priya
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- Venketasubramanian Narayanaswamy
- Venugopal Deneshkumar
- Verghese Nicholas Alexander
- Verma Madhur
- Verma Pratibha
- Veroux Massimiliano
- Verras Georgios-Ioannis
- Vervoort Dominique
- Vieira Rafael José
- Villafañe Jorge Hugo
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- Violante Francesco S
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- Vlassov Vasily
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- Volovat Simona Ruxandra
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- Vujcic Isidora S
- Vukovic Rade
- Wado Yohannes Dibaba
- Wafa Hatem A
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- Wang Denny
- Wang Fang
- Wang Shu
- Wang Song
- Wang Yanzhong
- Wang Yuan-Pang
- Ward Paul
- Watson Stefanie
- Weaver Marcia R
- Weerakoon Kosala Gayan
- Weiss Daniel J
- Weldemariam Abrha Hailay
- Wells Katherine M
- Wen Yi Feng
- Werdecker Andrea
- Westerman Ronny
- Wickramasinghe Dakshitha Praneeth
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- Wojewodzic Marcin W
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- Woolf Anthony D
- Wu Dongze
- Wulandari Ratna Dwi
- Xiao Hong
- Xu Bin
- Xu Xiaoyue
- Yadav Lalit
- Yaghoubi Sajad
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Ye Pengpeng
- Yesera Gesila Endashaw
- Yesodharan Renjulal
- Yesuf Subah Abderehim
- Yiğit Arzu
- Yiğit Vahit
- Yip Paul
- Yon Dong Keon
- Yonemoto Naohiro
- You Yuyi
- Younis Mustafa Z
- Yu Chuanhua
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zahedi Mohammad
- Zahid Muhammad Nauman
- Zahir Mazyar
- Zakham Fathiah
- Zaki Nazar
- Zakzuk Josefina
- Zamagni Giulia
- Zaman Burhan Abdullah
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zandi Milad
- Zandieh Ghazal G Z
- Zanghì Aurora
- Zare Iman
- Zastrozhin Mikhail Sergeevich
- Zeariya Mohammed G M
- Zeng Youjie
- Zhai Chunxia
- Zhang Chen
- Zhang Haijun
- Zhang Hongwei
- Zhang Yunquan
- Zhang Zhaofeng
- Zhang Zhenyu
- Zhao Hanqing
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Zhaohua
- Ziaeefar Pardis
- Zielińska Magdalena
- Zou Zhiyong
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Publication venue
- Publication date
- 01/01/2024
- Field of study
Background: Estimates of demographic metrics are crucial to assess levels and trends of population health outcomes. The profound impact of the COVID-19 pandemic on populations worldwide has underscored the need for timely estimates to understand this unprecedented event within the context of long-term population health trends. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 provides new demographic estimates for 204 countries and territories and 811 additional subnational locations from 1950 to 2021, with a particular emphasis on changes in mortality and life expectancy that occurred during the 2020–21 COVID-19 pandemic period. Methods: 22 223 data sources from vital registration, sample registration, surveys, censuses, and other sources were used to estimate mortality, with a subset of these sources used exclusively to estimate excess mortality due to the COVID-19 pandemic. 2026 data sources were used for population estimation. Additional sources were used to estimate migration; the effects of the HIV epidemic; and demographic discontinuities due to conflicts, famines, natural disasters, and pandemics, which are used as inputs for estimating mortality and population. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate under-5 mortality rates, which synthesised 30 763 location-years of vital registration and sample registration data, 1365 surveys and censuses, and 80 other sources. ST-GPR was also used to estimate adult mortality (between ages 15 and 59 years) based on information from 31 642 location-years of vital registration and sample registration data, 355 surveys and censuses, and 24 other sources. Estimates of child and adult mortality rates were then used to generate life tables with a relational model life table system. For countries with large HIV epidemics, life tables were adjusted using independent estimates of HIV-specific mortality generated via an epidemiological analysis of HIV prevalence surveys, antenatal clinic serosurveillance, and other data sources. Excess mortality due to the COVID-19 pandemic in 2020 and 2021 was determined by subtracting observed all-cause mortality (adjusted for late registration and mortality anomalies) from the mortality expected in the absence of the pandemic. Expected mortality was calculated based on historical trends using an ensemble of models. In location-years where all-cause mortality data were unavailable, we estimated excess mortality rates using a regression model with covariates pertaining to the pandemic. Population size was computed using a Bayesian hierarchical cohort component model. Life expectancy was calculated using age-specific mortality rates and standard demographic methods. Uncertainty intervals (UIs) were calculated for every metric using the 25th and 975th ordered values from a 1000-draw posterior distribution. Findings: Global all-cause mortality followed two distinct patterns over the study period: age-standardised mortality rates declined between 1950 and 2019 (a 62·8% [95% UI 60·5–65·1] decline), and increased during the COVID-19 pandemic period (2020–21; 5·1% [0·9–9·6] increase). In contrast with the overall reverse in mortality trends during the pandemic period, child mortality continued to decline, with 4·66 million (3·98–5·50) global deaths in children younger than 5 years in 2021 compared with 5·21 million (4·50–6·01) in 2019. An estimated 131 million (126–137) people died globally from all causes in 2020 and 2021 combined, of which 15·9 million (14·7–17·2) were due to the COVID-19 pandemic (measured by excess mortality, which includes deaths directly due to SARS-CoV-2 infection and those indirectly due to other social, economic, or behavioural changes associated with the pandemic). Excess mortality rates exceeded 150 deaths per 100 000 population during at least one year of the pandemic in 80 countries and territories, whereas 20 nations had a negative excess mortality rate in 2020 or 2021, indicating that all-cause mortality in these countries was lower during the pandemic than expected based on historical trends. Between 1950 and 2021, global life expectancy at birth increased by 22·7 years (20·8–24·8), from 49·0 years (46·7–51·3) to 71·7 years (70·9–72·5). Global life expectancy at birth declined by 1·6 years (1·0–2·2) between 2019 and 2021, reversing historical trends. An increase in life expectancy was only observed in 32 (15·7%) of 204 countries and territories between 2019 and 2021. The global population reached 7·89 billion (7·67–8·13) people in 2021, by which time 56 of 204 countries and territories had peaked and subsequently populations have declined. The largest proportion of population growth between 2020 and 2021 was in sub-Saharan Africa (39·5% [28·4–52·7]) and south Asia (26·3% [9·0–44·7]). From 2000 to 2021, the ratio of the population aged 65 years and older to the population aged younger than 15 years increased in 188 (92·2%) of 204 nations. Interpretation: Global adult mortality rates markedly increased during the COVID-19 pandemic in 2020 and 2021, reversing past decreasing trends, while child mortality rates continued to decline, albeit more slowly than in earlier years. Although COVID-19 had a substantial impact on many demographic indicators during the first 2 years of the pandemic, overall global health progress over the 72 years evaluated has been profound, with considerable improvements in mortality and life expectancy. Additionally, we observed a deceleration of global population growth since 2017, despite steady or increasing growth in lower-income countries, combined with a continued global shift of population age structures towards older ages. These demographic changes will likely present future challenges to health systems, economies, and societies. The comprehensive demographic estimates reported here will enable researchers, policy makers, health practitioners, and other key stakeholders to better understand and address the profound changes that have occurred in the global health landscape following the first 2 years of the COVID-19 pandemic, and longer-term trends beyond the pandemic
Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
- Author
- Abate Kalkidan Hassen
- Abate Yohannes Habtegiorgis
- Abbafati Cristiana
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasi-Kangevari Mohsen
- Abbasian Mohammadreza
- Abbasifard Mitra
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdi Parsa
- Abdollahi Mohammad
- Abdoun Meriem
- Abdulah Deldar Morad
- Abdullahi Auwal
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abiodun Olumide
- Abiso Temesgen Lera
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Aboye Girma Beressa
- Abreu Lucas Guimarães
- Abu-Gharbieh Eman
- Abu-Zaid Ahmed
- Abualruz Hasan
- Abubakar Bilyaminu
- Abukhadijah Hana Jihad Jihad
- Aburuz Salahdein
- Adane Mesafint Molla
- Addo Isaac Yeboah
- Addolorato Giovanni
- Adedoyin Rufus Adesoji
- Adekanmbi Victor
- Aden Bashir
- Adetunji Juliana Bunmi
- Adeyeoluwa Temitayo Esther
- Adha Rishan
- Adibi Amin
- Adnani Qorinah Estiningtyas Sakilah
- Adzigbli Leticia Akua
- Afolabi Aanuoluwapo Adeyimika
- Afolabi Rotimi Felix
- Afshin Ashkan
- Afyouni Shadi
- Afzal Muhammad Sohail
- Afzal Saira
- Agampodi Suneth Buddhika
- Agbozo Faith
- Aghamiri Shahin
- Agodi Antonella
- Agrawal Anurag
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Noah
- Ahmad Shahzaib
- Ahmad Tauseef
- Ahmed Ali
- Ahmed Anisuddin
- Ahmed Ayman
- Ahmed Luai A
- Ahmed Muktar Beshir
- Ahmed Safoora
- Ahmed Syed Anees
- Ajami Marjan
- Akalu Gizachew Taddesse
- Akara Essona Matatom
- Akbarialiabad Hossein
- Akhlaghi Shiva
- Akinosoglou Karolina
- Akinyemiju Tomi
- Akkaif Mohammed Ahmed
- Akkala Sreelatha
- Akombi-Inyang Blessing
- Al Awaidy Salah
- Al Hasan Syed Mahfuz
- AL-Ahdal Tareq Mohammed Ali
- Al-Aly Ziyad
- Al-Fatly Bassam
- Al-Gheethi Adel Ali Saeed
- Al-Habbal Khairat
- Al-Marwani Sabah
- Al-Mekhlafi Hesham M
- Al-Raddadi Rajaa M
- Al-Rifai Rami Hani
- Al-Sabah Salman Khalifah
- Al-Tawfiq Jaffar A
- Al-Wardat Mohammad Sami
- Al-Worafi Yaser Mohammed
- Al-Zyoud Walid
- Alahdab Fares
- Alalalmeh Samer O
- Alalwan Tariq A
- Alam Khurshid
- Alam Nazmul
- Alanezi Fahad Mashhour
- Alanzi Turki M
- Albakri Almaza
- AlBataineh Mohammad T
- Aldhaleei Wafa A
- Aldridge Robert W
- Alemayohu Mulubirhan Assefa
- Alemu Yihun Mulugeta
- Alhabib Khalid F
- Alhassan Robert Kaba
- Ali Abid
- Ali Amjad
- Ali Beriwan Abdulqadir
- Ali Iman
- Ali Liaqat
- Ali Mohammed Usman
- Ali Rafat
- Ali Syed Shujait Shujait
- Ali Waad
- Alicandro Gianfranco
- Alif Sheikh Mohammad
- Aljunid Syed Mohamed
- Alla François
- Almustanyir Sami
- Alomari Mahmoud A
- Alonso Jordi
- Alqahtani Jaber S
- Alqutaibi Ahmed Yaseen
- Alrawashdeh Ahmad
- Alrousan Sahel Majed
- Alshahrani Najim Z
- Altaany Zaid
- Altaf Awais
- Altirkawi Khalid A
- Aluh Deborah Oyine
- Alvis-Guzman Nelson
- Alvis-Zakzuk Nelson J
- Alwafi Hassan
- Aly Hany
- Aly Safwat
- Alzoubi Karem H
- Amaechi Uchenna Anderson
- Aman Mohammadi Masous
- Amani Reza
- Amiri Sohrab
- Amirzade-Iranaq Mohammad Hosein
- Ammirati Enrico
- Amu Hubert
- Amugsi Dickson A
- Amusa Ganiyu Adeniyi
- Ancuceanu Robert
- Anderlini Deanna
- Anderson Jason A
- Andrade Pedro Prata
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- Angappan Dhanalakshmi
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- Antriyandarti Ernoiz
- Anuoluwa Boluwatife Stephen
- Anvari Davood
- Anvari Saeid
- Anwar Saleha
- Anwar Sumadi Lukman
- Anwer Razique
- Anyabolo Ekenedilichukwu Emmanuel
- Anyasodor Anayochukwu Edward
- Apostol Geminn Louis Carace
- Arabloo Jalal
- Arabzadeh Bahri Razman
- Arafat Mosab
- Aravkin Aleksandr Y
- Areda Demelash
- Aregawi Brhane Berhe
- Aremu Abdulfatai
- Armocida Benedetta
- Arndt Michael Benjamin
- Arooj Mahwish
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- Artanti Kurnia Dwi
- Aruleba Idowu Thomas
- Arumugam Ashokan
- Asbeutah Akram M
- Asgary Saeed
- Asgedom Akeza Awealom
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- Ashemo Mubarek Yesse
- Ashraf Tahira
- Askarinejad Amir
- Assmus Michael
- Astell-Burt Thomas
- Athar Mohammad
- Athari Seyyed Shamsadin
- Atorkey Prince
- Atreya Alok
- Aujayeb Avinash
- Ausloos Marcel
- Avila-Burgos Leticia
- Awoke Andargie Abate
- Ayala Quintanilla Beatriz Paulina
- Ayatollahi Haleh
- Ayestas Portugal Carlos
- Ayuso-Mateos Jose L
- Azadnajafabad Sina
- Azevedo Rui M S
- Azhar Gulrez Shah
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- Backhaus Insa Linnea
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- Baltatu Ovidiu Constantin
- Bam Kiran
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- Bansal Hansi
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- Barker-Collo Suzanne Lyn
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- Barqawi Hiba Jawdat
- Barrero Lope H
- Barrow Amadou
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- Basharat Zarrin
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- Bayati Mohsen
- Bayileyegn Nebiyou Simegnew
- Bärnighausen Till Winfried
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- Bekele Alehegn
- Belgaumi Uzma Iqbal
- Bell Arielle Wilder
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- Bello Muhammad Bashir
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- Bernabe Eduardo
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- Boachie Micheal Kofi
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- Bockarie Moses John
- Bodolica Virginia
- Bodunrin Aadam Olalekan
- Bogale Eyob Ketema
- Bolla Srinivasa Rao
- Boloor Archith
- Bonakdar Hashemi Milad
- Boppana Sri Harsha
- Bora Basara Berrak
- Borhany Hamed
- Botero Carvajal Alejandro
- Bouaoud Souad
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- Bourne Rupert
- Boxe Christopher
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- Brar Amanpreet
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- Chimed-Ochir Odgerel
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- De Leo Diego
- Debopadhaya Shayom
- Degenhardt Louisa
- Del Bo' Cristian
- Delgado-Enciso Ivan
- Delgado-Saborit Juana Maria
- Demoze Chalachew Kassaw
- Denova-Gutiérrez Edgar
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- Desai Hardik Dineshbhai
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- Dong Wanyue
- Dongarwar Deepa
- Dorostkar Fariba
- Dorsey E Ray
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- Emeto Theophilus I
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- Fagbule Omotayo Francis
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- Falzone Luca
- Fareed Mohammad
- Farinha Carla Sofia e Sá
- Faris MoezAlIslam Ezzat Mahmoud
- Faris Pawan Sirwan
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- Jatau Abubakar Ibrahim
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- Jeswani Bijay Mukesh
- Jiang Heng
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- Jokar Mohammad
- Jomehzadeh Nabi
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- Silva Luís Manuel Lopes Rodrigues
- Silva Soraia
- Silva Thales Philipe R
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- Singh Abhinav
- Singh Balbir Bagicha
- Singh Baljinder
- Singh Garima
- Singh Harmanjit
- Singh Jasvinder A
- Singh Mahendra
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- Sinto Robert
- Sivakumar Shravan
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- Skhvitaridze Natia
- Skou Søren T
- Sleet David A
- Sobia Farrukh
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- Spartalis Michael
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- Straif Kurt
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- Subedi Narayan
- Subramaniyan Vetriselvan
- Suleman Muhammad
- Suliankatchi Abdulkader Rizwan
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- Sunkersing David
- Sunnerhagen Katharina S
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- Swain Chandan Kumar
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- Trabelsi Khaled
- Tran Jasmine T
- Tran Mai Thi Ngoc
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- Trico Domenico
- Trihandini Indang
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- Truyen Thien Tan Tri Tai
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- Verma Madhur
- Veroux Massimiliano
- Verras Georgios-Ioannis
- Vervoort Dominique
- Villafañe Jorge Hugo
- Villalobos-Daniel Victor E
- Villani Leonardo
- Villanueva Gabriela Ines
- Vinayak Manish
- Violante Francesco S
- Vlassov Vasily
- Vo Bay
- Vollset Stein Emil
- Volovat Simona Ruxandra
- Vos Theo
- Vujcic Isidora S
- Waheed Yasir
- Wang Cong
- Wang Fang
- Wang Shu
- Wang Yanzhong
- Wang Yuan-Pang
- Wanjau Mary Njeri
- Waqas Muhammad
- Ward Paul
- Waris Abdul
- Wassie Emebet Gashaw
- Weerakoon Kosala Gayan
- Weintraub Robert G
- Weiss Daniel J
- Weiss Eli J
- Weldetinsaa Haftom Legese Legese
- Wells Katherine M
- Wen Yi Feng
- Wiangkham Taweewat
- Wickramasinghe Nuwan Darshana
- Wilkerson Caroline
- Willeit Peter
- Wilson Shadrach
- Wong Yen Jun
- Wongsin Utoomporn
- Wozniak Sarah
- Wu Chenkai
- Wu Dongze
- Wu Felicia
- Wu Zenghong
- Xia Juan
- Xiao Hong
- Xu Suowen
- Xu Xiaoyue
- Xu Yvonne Yiru
- Yadav Mukesh Kumar
- Yaghoubi Sajad
- Yamagishi Kazumasa
- Yang Lin
- Yano Yuichiro
- Yaribeygi Habib
- Yasufuku Yuichi
- Ye Pengpeng
- Yesodharan Renjulal
- Yesuf Subah Abderehim
- Yezli Saber
- Yi Siyan
- Yigzaw Zeamanuel Anteneh
- Yiğit Arzu
- Yin Dehui
- Yip Paul
- Yismaw Malede Berihun
- Yon Dong Keon
- Yonemoto Naohiro
- You Yuyi
- Younis Mustafa Z
- Yousefi Zabihollah
- Yu Chuanhua
- Yu Yong
- Zadey Siddhesh
- Zadnik Vesna
- Zakham Fathiah
- Zaki Nazar
- Zakzuk Josefina
- Zamagni Giulia
- Zaman Sojib Bin
- Zandieh Ghazal G Z
- Zanghì Aurora
- Zar Heather J
- Zare Iman
- Zarimeidani Fatemeh
- Zastrozhin Mikhail Sergeevich
- Zeng Youjie
- Zhai Chunxia
- Zhang Anthony Lin
- Zhang Haijun
- Zhang Liqun
- Zhang Meixin
- Zhang Yunquan
- Zhang Zhenyu
- Zhang Zhi-Jiang
- Zhao Hanqing
- Zhao Jeff T
- Zhao Xiu-Ju George
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Jingjing
- Zhou Juexiao
- Zhou Shangcheng
- Zhu Bin
- Zhu Lei
- Zhu Zhaohua
- Ziaeian Boback
- Ziafati Makan
- Zielińska Magdalena
- Zimsen Stephanie R M
- Zoghi Ghazal
- Zoller Thomas
- Zumla Alimuddin
- Zyoud Sa'ed H
- Zyoud Samer H
- Publication venue
- Publication date
- 01/01/2024
- Field of study
Background: Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to specific health outcomes, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 aims to provide comprehensive estimates of exposure levels, relative health risks, and attributable burden of disease for 88 risk factors in 204 countries and territories and 811 subnational locations, from 1990 to 2021. Methods: The GBD 2021 risk factor analysis used data from 54 561 total distinct sources to produce epidemiological estimates for 88 risk factors and their associated health outcomes for a total of 631 risk–outcome pairs. Pairs were included on the basis of data-driven determination of a risk–outcome association. Age-sex-location-year-specific estimates were generated at global, regional, and national levels. Our approach followed the comparative risk assessment framework predicated on a causal web of hierarchically organised, potentially combinative, modifiable risks. Relative risks (RRs) of a given outcome occurring as a function of risk factor exposure were estimated separately for each risk–outcome pair, and summary exposure values (SEVs), representing risk-weighted exposure prevalence, and theoretical minimum risk exposure levels (TMRELs) were estimated for each risk factor. These estimates were used to calculate the population attributable fraction (PAF; ie, the proportional change in health risk that would occur if exposure to a risk factor were reduced to the TMREL). The product of PAFs and disease burden associated with a given outcome, measured in disability-adjusted life-years (DALYs), yielded measures of attributable burden (ie, the proportion of total disease burden attributable to a particular risk factor or combination of risk factors). Adjustments for mediation were applied to account for relationships involving risk factors that act indirectly on outcomes via intermediate risks. Attributable burden estimates were stratified by Socio-demographic Index (SDI) quintile and presented as counts, age-standardised rates, and rankings. To complement estimates of RR and attributable burden, newly developed burden of proof risk function (BPRF) methods were applied to yield supplementary, conservative interpretations of risk–outcome associations based on the consistency of underlying evidence, accounting for unexplained heterogeneity between input data from different studies. Estimates reported represent the mean value across 500 draws from the estimate's distribution, with 95% uncertainty intervals (UIs) calculated as the 2·5th and 97·5th percentile values across the draws. Findings: Among the specific risk factors analysed for this study, particulate matter air pollution was the leading contributor to the global disease burden in 2021, contributing 8·0% (95% UI 6·7–9·4) of total DALYs, followed by high systolic blood pressure (SBP; 7·8% [6·4–9·2]), smoking (5·7% [4·7–6·8]), low birthweight and short gestation (5·6% [4·8–6·3]), and high fasting plasma glucose (FPG; 5·4% [4·8–6·0]). For younger demographics (ie, those aged 0–4 years and 5–14 years), risks such as low birthweight and short gestation and unsafe water, sanitation, and handwashing (WaSH) were among the leading risk factors, while for older age groups, metabolic risks such as high SBP, high body-mass index (BMI), high FPG, and high LDL cholesterol had a greater impact. From 2000 to 2021, there was an observable shift in global health challenges, marked by a decline in the number of all-age DALYs broadly attributable to behavioural risks (decrease of 20·7% [13·9–27·7]) and environmental and occupational risks (decrease of 22·0% [15·5–28·8]), coupled with a 49·4% (42·3–56·9) increase in DALYs attributable to metabolic risks, all reflecting ageing populations and changing lifestyles on a global scale. Age-standardised global DALY rates attributable to high BMI and high FPG rose considerably (15·7% [9·9–21·7] for high BMI and 7·9% [3·3–12·9] for high FPG) over this period, with exposure to these risks increasing annually at rates of 1·8% (1·6–1·9) for high BMI and 1·3% (1·1–1·5) for high FPG. By contrast, the global risk-attributable burden and exposure to many other risk factors declined, notably for risks such as child growth failure and unsafe water source, with age-standardised attributable DALYs decreasing by 71·5% (64·4–78·8) for child growth failure and 66·3% (60·2–72·0) for unsafe water source. We separated risk factors into three groups according to trajectory over time: those with a decreasing attributable burden, due largely to declining risk exposure (eg, diet high in trans-fat and household air pollution) but also to proportionally smaller child and youth populations (eg, child and maternal malnutrition); those for which the burden increased moderately in spite of declining risk exposure, due largely to population ageing (eg, smoking); and those for which the burden increased considerably due to both increasing risk exposure and population ageing (eg, ambient particulate matter air pollution, high BMI, high FPG, and high SBP). Interpretation: Substantial progress has been made in reducing the global disease burden attributable to a range of risk factors, particularly those related to maternal and child health, WaSH, and household air pollution. Maintaining efforts to minimise the impact of these risk factors, especially in low SDI locations, is necessary to sustain progress. Successes in moderating the smoking-related burden by reducing risk exposure highlight the need to advance policies that reduce exposure to other leading risk factors such as ambient particulate matter air pollution and high SBP. Troubling increases in high FPG, high BMI, and other risk factors related to obesity and metabolic syndrome indicate an urgent need to identify and implement interventions
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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
- Author
- Aali Amirali
- Ababneh Hazim S
- Abate Yohannes Habtegiorgis
- Abbafati Cristiana
- Abbasgholizadeh Rouzbeh
- Abbasi-Kangevari Mohsen
- Abbasian Mohammadreza
- Abbastabar Hedayat
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdelmasseh Michael
- Abdelwahab Ahmed
- Abdollahi Mohammad
- Abdollahifar Mohammad-Amin
- Abdoun Meriem
- Abdulah Deldar Morad
- Abdullahi Auwal
- Abebe Mesfin
- Abebe Samrawit Shawel
- Abedi Aidin
- Abegaz Kedir Hussein
- Abhilash E S
- Abidi Hassan
- Abiodun Olumide
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abolmaali Meysam
- Abouzid Mohamed
- Aboye Girma Beressa
- Abreu Lucas Guimarães
- Abrha Woldu Aberhe
- Abtahi Dariush
- Abu Rumeileh Samir
- Abu-Gharbieh Eman
- Abu-Rmeileh Niveen ME
- Abu-Zaid Ahmed
- Abualruz Hasan
- Abubakar Bilyaminu
- Aburuz Salahdein
- Accrombessi Manfred Mario Kokou
- Adal Tadele Girum
- Adamu Abdu A
- Addo Isaac Yeboah
- Addolorato Giovanni
- Adebiyi Akindele Olupelumi
- Adekanmbi Victor
- Adepoju Abiola Victor
- Adetunji Charles Oluwaseun
- Adetunji Juliana Bunmi
- Adeyeoluwa Temitayo Esther
- Adeyinka Daniel Adedayo
- Adeyomoye Olorunsola Israel
- Admass Biruk Adie Adie
- Adnani Qorinah Estiningtyas Sakilah
- Adra Saryia
- Afolabi Aanuoluwapo Adeyimika
- Afzal Muhammad Sohail
- Afzal Saira
- Agampodi Suneth Buddhika
- Agasthi Pradyumna
- Aggarwal Manik
- Aghamiri Shahin
- Agide Feleke Doyore
- Agodi Antonella
- Agrawal Anurag
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Muayyad M
- Ahmad Sajjad
- Ahmad Shahzaib
- Ahmad Tauseef
- Ahmadi Keivan
- Ahmadzade Amir Mahmoud
- Ahmed Ali
- Ahmed Ayman
- Ahmed Haroon
- Ahmed Luai A
- Ahmed Mehrunnisha Sharif
- Ahmed Meqdad Saleh
- Ahmed Muktar Beshir
- Ahmed Syed Anees
- Ajami Marjan
- Aji Budi
- Akara Essona Matatom
- Akbarialiabad Hossein
- Akinosoglou Karolina
- Akinyemiju Tomi
- Akkaif Mohammed Ahmed
- Akyirem Samuel
- Al Hamad Hanadi
- Al Hasan Syed Mahfuz
- Al-Aly Ziyad
- Al-amer Rasmieh Mustafa
- Al-Azzam Sayer
- Al-Gheethi Adel Ali Saeed
- Al-Hanawi Mohammed Khaled
- Al-Marwani Sabah
- Al-Maweri Sadeq Ali Ali
- Al-Mekhlafi Hesham M
- Al-Omari Basem
- Al-Sabah Salman Khalifah
- Al-Tawfiq Jaffar A
- Al-Worafi Yaser Mohammed
- Alahdab Fares
- Alalalmeh Samer O
- Alalwan Tariq A
- Alam Khurshid
- Alam Manjurul
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- Alanezi Fahad Mashhour
- Alanzi Turki M
- Albakri Almaza
- Albashtawy Mohammed
- AlBataineh Mohammad T
- Alcalde-Rabanal Jacqueline Elizabeth
- Aldawsari Khalifah A
- Aldhaleei Wafa A
- Aldridge Robert W
- Alema Haileselasie Berhane
- Alemayohu Mulubirhan Assefa
- Alemi Sharifullah
- Alemu Yihun Mulugeta
- Alhabib Khalid F
- Alhalaiqa Fadwa Alhalaiqa Naji
- Ali Abid
- Ali Amjad
- Ali Liaqat
- Ali Mohammed Usman
- Ali Rafat
- Ali Shahid
- Ali Syed Shujait Shujait
- Alicandro Gianfranco
- Alif Sheikh Mohammad
- Alikhani Reyhaneh
- Alimohamadi Yousef
- Aliyi Ahmednur Adem
- Aljasir Mohammad A M
- Aljunid Syed Mohamed
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- Ancuceanu Robert
- Anderlini Deanna
- Anderson David B
- Andrade Pedro Prata
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- Angus Colin
- Anil Abhishek
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- Antriyandarti Ernoiz
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- Anvari Saeid
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- Aqeel Muhammad
- Arab Juan Pablo
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- Arafat Mosab
- Aravkin Aleksandr Y
- Areda Demelash
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- Aruleba Raphael Taiwo
- Arumugam Ashokan
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- Asadi-Lari Mohsen
- Asgedom Akeza Awealom
- Asghari-Jafarabadi Mohammad
- Asghariahmadabad Mona
- Ashraf Muhammad
- Aslani Armin
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- Athar Mohammad
- Athari Seyyed Shamsadin
- Atinafu Bantalem Tilaye Tilaye
- Atlaw Habtamu Wondmagegn
- Atorkey Prince
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- Aujayeb Avinash
- Ausloos Marcel
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- Esubalew Habtamu
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- Fadaka Adewale Oluwaseun
- Fagbamigbe Adeniyi Francis
- Fahim Ayesha
- Fahimi Saman
- Fakhri-Demeshghieh Aliasghar
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- Schwarzinger Michaël
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- Selvaraj Siddharthan
- Senapati Sabyasachi
- Senthilkumaran Subramanian
- Sepanlou Sadaf G
- Serban Dragos
- Sethi Yashendra
- Sha Feng
- Shabany Maryam
- Shafaat Amir
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- Shahid Izza
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- Shen Jiabin
- Shetty Adithi
- Shetty B Suresh Kumar
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- Shi Peilin
- Shibuya Kenji
- Shiferaw Desalegn
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- Shivarov Velizar
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- Shool Sina
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- Silva Soraia
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- Singal Anjali
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- Subramaniyan Vetriselvan
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- TADAKAMADLA JYOTHI
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- Thakur Rishu
- Thangaraju Pugazhenthan
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- Tharwat Samar
- Thayakaran Rasiah
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- Thomson Azalea M
- Thrift Amanda G
- Thum Chern Choong Chern
- Thygesen Lau Caspar
- Tian Jing
- Tichopad Ales
- Ticoalu Jansje Henny Vera
- Tillawi Tala
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- Tran Nghia Minh
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- Yang Danting
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Yaribeygi Habib
- Ye Pengpeng
- Yehualashet Sisay Shewasinad
- Yesiltepe Metin
- Yesuf Subah Abderehim
- Yezli Saber
- Yi Siyan
- Yigezu Amanuel
- Yip Paul
- Yismaw Malede Berihun
- Yismaw Yazachew
- Yiğit Arzu
- Yiğit Vahit
- Yon Dong Keon
- Yonemoto Naohiro
- Yoon Seok-Jun
- You Yuyi
- Younis Mustafa Z
- Yousefi Zabihollah
- Yu Chuanhua
- Yu Yong
- Yuh Faith H
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zakham Fathiah
- Zaki Nazar
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zangiabadian Moein
- Zar Heather J
- Zare Iman
- Zarrintan Armin
- Zeariya Mohammed G M
- Zeinali Zahra
- Zhang Haijun
- Zhang Jianrong
- Zhang Jingya
- Zhang Liqun
- Zhang Yunquan
- Zhang Zhi-Jiang
- Zhao Hanqing
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Lei
- Ziafati Makan
- Zielińska Magdalena
- Zitoun Osama A
- Zoladl Mohammad
- Zou Zhiyong
- Zuhlke Liesl J
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Ärnlöv Johan
- Šekerija Mario
- Publication venue
- Elsevier
- Publication date
- 01/01/2024
- Field of study
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
Application of Sensorless Sliding Mode Observer in Control of Induction Motor Drive
- Publication venue
- 'VSB Technical University of Ostrava, Faculty of Electrical Engineering and Computer Sciences'
- Publication date
- 01/01/2017
- Field of study
Induction motors are widely used in an industry and it is necessary to improve control methods for induction motors to increase the efficiency of them. In this paper, sliding mode controllers are proposed instead of traditional PI controllers in vector control of induction motor drives. Moreover, rotor speed is estimated by a sliding mode observer. In addition, the robustness of control and observer algorithms are also proved by Lyapunov’s criterion. The experiments are obtained in different speed changes of an induction motor drive. These experimental results confirm the dynamic properties of a sensorless sliding mode control of an induction motor drive