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
dc.contributor.author | Schumacher A.E. | |
dc.contributor.author | Kyu H.H. | |
dc.contributor.author | Antony C.M. | |
dc.contributor.author | Aravkin A.Y. | |
dc.contributor.author | Azhar G.S. | |
dc.contributor.author | Bisignano C. | |
dc.contributor.author | Burkart K. | |
dc.contributor.author | Cercy K.M. | |
dc.contributor.author | Chung E. | |
dc.contributor.author | Coberly K. | |
dc.contributor.author | Comfort H. | |
dc.contributor.author | Cousin E. | |
dc.contributor.author | Culbreth G.T. | |
dc.contributor.author | Cunningham M. | |
dc.contributor.author | Weaver N.D. | |
dc.contributor.author | Degenhardt L. | |
dc.contributor.author | Deitesfeld L. | |
dc.contributor.author | Dirac M.A. | |
dc.contributor.author | Estep K. | |
dc.contributor.author | Feigin V.L. | |
dc.contributor.author | Flaxman A.D. | |
dc.contributor.author | Flor L.S. | |
dc.contributor.author | Force L.M. | |
dc.contributor.author | Fuller J.E. | |
dc.contributor.author | Gakidou E. | |
dc.contributor.author | Hay S.I. | |
dc.contributor.author | Ikuta K.S. | |
dc.contributor.author | Jones D.P. | |
dc.contributor.author | Kassebaum N.J. | |
dc.contributor.author | Kassel M.B. | |
dc.contributor.author | Keller C. | |
dc.contributor.author | Kinzel K.E. | |
dc.contributor.author | Krohn K.J. | |
dc.contributor.author | Lozano R. | |
dc.contributor.author | May E.A. | |
dc.contributor.author | McKowen A.L.W. | |
dc.contributor.author | McLaughlin S.A. | |
dc.contributor.author | Mehlman M.L. | |
dc.contributor.author | Mestrovic T. | |
dc.contributor.author | Mokdad A.H. | |
dc.contributor.author | Mosser J.F. | |
dc.contributor.author | Mougin V. | |
dc.contributor.author | Naghavi M. | |
dc.contributor.author | Nesbit O.D. | |
dc.contributor.author | Novotney A. | |
dc.contributor.author | Ozten Y. | |
dc.contributor.author | Pease S.A. | |
dc.contributor.author | Pigott D.M. | |
dc.contributor.author | Reiner R.C. | |
dc.contributor.author | Robinson-Oden H.E. | |
dc.contributor.author | Shaw D.H. | |
dc.contributor.author | Slepak E.L.N. | |
dc.contributor.author | Sorensen R.J.D. | |
dc.contributor.author | Verghese N.A. | |
dc.contributor.author | Vollset S.E. | |
dc.contributor.author | Vongpradith A. | |
dc.contributor.author | Vos T. | |
dc.contributor.author | Wang D. | |
dc.contributor.author | Watson S. | |
dc.contributor.author | Weaver M.R. | |
dc.contributor.author | Wells K.M. | |
dc.contributor.author | Wilson S. | |
dc.contributor.author | Wool E.E. | |
dc.contributor.author | Zheng P. | |
dc.contributor.author | Lim S.S. | |
dc.contributor.author | Murray C.J.L. | |
dc.contributor.author | Boyko E.J. | |
dc.contributor.author | Chahine Y. | |
dc.contributor.author | Kalani R. | |
dc.contributor.author | Krishnamoorthy V. | |
dc.contributor.author | Khalil I.A. | |
dc.contributor.author | Minja N.W. | |
dc.contributor.author | Morrison S.D. | |
dc.contributor.author | Nafukho F.M. | |
dc.contributor.author | Olivas-Martinez A. | |
dc.contributor.author | Orellana E.R. | |
dc.contributor.author | Tram K.H. | |
dc.contributor.author | Aali A. | |
dc.contributor.author | Rahnavard N. | |
dc.contributor.author | Ahmadzade A.M. | |
dc.contributor.author | Mohammad-Pour S. | |
dc.contributor.author | Morovatdar N. | |
dc.contributor.author | Pourali G. | |
dc.contributor.author | Zafari N. | |
dc.contributor.author | Abbafati C. | |
dc.contributor.author | Cattaruzza M.S. | |
dc.contributor.author | Abbas J. | |
dc.contributor.author | Phillips M.R. | |
dc.contributor.author | Abbasgholizadeh R. | |
dc.contributor.author | Emamverdi M. | |
dc.contributor.author | Friedman J. | |
dc.contributor.author | Abbasi M.A. | |
dc.contributor.author | Daneshvar S. | |
dc.contributor.author | Dashti M. | |
dc.contributor.author | Ghasemzadeh A. | |
dc.contributor.author | Mirza-Aghazadeh-Attari M. | |
dc.contributor.author | Doshmangir L. | |
dc.contributor.author | Ghafourifard M. | |
dc.contributor.author | Lotfi M. | |
dc.contributor.author | Hosseini M.S. | |
dc.contributor.correspondence | Schumacher A.E. | |
dc.contributor.other | Mahidol University | |
dc.date.accessioned | 2024-06-21T18:42:28Z | |
dc.date.available | 2024-06-21T18:42:28Z | |
dc.date.issued | 2024-05-18 | |
dc.description.abstract | Background: Estimates of demographic metrics are crucial to assess levels and trends of population health outcomes. The profound impact of the COVID-19 pandemic on populations worldwide has underscored the need for timely estimates to understand this unprecedented event within the context of long-term population health trends. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 provides new demographic estimates for 204 countries and territories and 811 additional subnational locations from 1950 to 2021, with a particular emphasis on changes in mortality and life expectancy that occurred during the 2020–21 COVID-19 pandemic period. Methods: 22 223 data sources from vital registration, sample registration, surveys, censuses, and other sources were used to estimate mortality, with a subset of these sources used exclusively to estimate excess mortality due to the COVID-19 pandemic. 2026 data sources were used for population estimation. Additional sources were used to estimate migration; the effects of the HIV epidemic; and demographic discontinuities due to conflicts, famines, natural disasters, and pandemics, which are used as inputs for estimating mortality and population. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate under-5 mortality rates, which synthesised 30 763 location-years of vital registration and sample registration data, 1365 surveys and censuses, and 80 other sources. ST-GPR was also used to estimate adult mortality (between ages 15 and 59 years) based on information from 31 642 location-years of vital registration and sample registration data, 355 surveys and censuses, and 24 other sources. Estimates of child and adult mortality rates were then used to generate life tables with a relational model life table system. For countries with large HIV epidemics, life tables were adjusted using independent estimates of HIV-specific mortality generated via an epidemiological analysis of HIV prevalence surveys, antenatal clinic serosurveillance, and other data sources. Excess mortality due to the COVID-19 pandemic in 2020 and 2021 was determined by subtracting observed all-cause mortality (adjusted for late registration and mortality anomalies) from the mortality expected in the absence of the pandemic. Expected mortality was calculated based on historical trends using an ensemble of models. In location-years where all-cause mortality data were unavailable, we estimated excess mortality rates using a regression model with covariates pertaining to the pandemic. Population size was computed using a Bayesian hierarchical cohort component model. Life expectancy was calculated using age-specific mortality rates and standard demographic methods. Uncertainty intervals (UIs) were calculated for every metric using the 25th and 975th ordered values from a 1000-draw posterior distribution. Findings: Global all-cause mortality followed two distinct patterns over the study period: age-standardised mortality rates declined between 1950 and 2019 (a 62·8% [95% UI 60·5–65·1] decline), and increased during the COVID-19 pandemic period (2020–21; 5·1% [0·9–9·6] increase). In contrast with the overall reverse in mortality trends during the pandemic period, child mortality continued to decline, with 4·66 million (3·98–5·50) global deaths in children younger than 5 years in 2021 compared with 5·21 million (4·50–6·01) in 2019. An estimated 131 million (126–137) people died globally from all causes in 2020 and 2021 combined, of which 15·9 million (14·7–17·2) were due to the COVID-19 pandemic (measured by excess mortality, which includes deaths directly due to SARS-CoV-2 infection and those indirectly due to other social, economic, or behavioural changes associated with the pandemic). Excess mortality rates exceeded 150 deaths per 100 000 population during at least one year of the pandemic in 80 countries and territories, whereas 20 nations had a negative excess mortality rate in 2020 or 2021, indicating that all-cause mortality in these countries was lower during the pandemic than expected based on historical trends. Between 1950 and 2021, global life expectancy at birth increased by 22·7 years (20·8–24·8), from 49·0 years (46·7–51·3) to 71·7 years (70·9–72·5). Global life expectancy at birth declined by 1·6 years (1·0–2·2) between 2019 and 2021, reversing historical trends. An increase in life expectancy was only observed in 32 (15·7%) of 204 countries and territories between 2019 and 2021. The global population reached 7·89 billion (7·67–8·13) people in 2021, by which time 56 of 204 countries and territories had peaked and subsequently populations have declined. The largest proportion of population growth between 2020 and 2021 was in sub-Saharan Africa (39·5% [28·4–52·7]) and south Asia (26·3% [9·0–44·7]). From 2000 to 2021, the ratio of the population aged 65 years and older to the population aged younger than 15 years increased in 188 (92·2%) of 204 nations. Interpretation: Global adult mortality rates markedly increased during the COVID-19 pandemic in 2020 and 2021, reversing past decreasing trends, while child mortality rates continued to decline, albeit more slowly than in earlier years. Although COVID-19 had a substantial impact on many demographic indicators during the first 2 years of the pandemic, overall global health progress over the 72 years evaluated has been profound, with considerable improvements in mortality and life expectancy. Additionally, we observed a deceleration of global population growth since 2017, despite steady or increasing growth in lower-income countries, combined with a continued global shift of population age structures towards older ages. These demographic changes will likely present future challenges to health systems, economies, and societies. The comprehensive demographic estimates reported here will enable researchers, policy makers, health practitioners, and other key stakeholders to better understand and address the profound changes that have occurred in the global health landscape following the first 2 years of the COVID-19 pandemic, and longer-term trends beyond the pandemic. Funding: Bill & Melinda Gates Foundation. | |
dc.identifier.citation | The Lancet Vol.403 No.10440 (2024) , 1989-2056 | |
dc.identifier.doi | 10.1016/S0140-6736(24)00476-8 | |
dc.identifier.eissn | 1474547X | |
dc.identifier.issn | 01406736 | |
dc.identifier.pmid | 38484753 | |
dc.identifier.scopus | 2-s2.0-85188720479 | |
dc.identifier.uri | https://repository.li.mahidol.ac.th/handle/20.500.14594/98896 | |
dc.rights.holder | SCOPUS | |
dc.subject | Medicine | |
dc.title | Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021 | |
dc.type | Article | |
mu.datasource.scopus | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85188720479&origin=inward | |
oaire.citation.endPage | 2056 | |
oaire.citation.issue | 10440 | |
oaire.citation.startPage | 1989 | |
oaire.citation.title | The Lancet | |
oaire.citation.volume | 403 | |
oairecerif.author.affiliation | College of Engineering and Computing | |
oairecerif.author.affiliation | University of Medical Sciences | |
oairecerif.author.affiliation | University General Hospital of Patras | |
oairecerif.author.affiliation | College of Medicine | |
oairecerif.author.affiliation | Infectious and Tropical Diseases Research Center | |
oairecerif.author.affiliation | Murdoch Business School | |
oairecerif.author.affiliation | St. Paul‘s Hospital Millennium Medical College | |
oairecerif.author.affiliation | Public Health Foundation of India | |
oairecerif.author.affiliation | Jhpiego Corporation | |
oairecerif.author.affiliation | School of Pharmacy | |
oairecerif.author.affiliation | The Institute of Pharmaceutical Sciences (TIPS) | |
oairecerif.author.affiliation | Research Center for Immunodeficiencies | |
oairecerif.author.affiliation | Antai College of Economics and Management | |
oairecerif.author.affiliation | Cleveland Clinic Abu Dhabi | |
oairecerif.author.affiliation | Melbourne School of Population and Global Health | |
oairecerif.author.affiliation | University of Health and Allied Sciences, Ghana | |
oairecerif.author.affiliation | Shaqra University | |
oairecerif.author.affiliation | Aksum University | |
oairecerif.author.affiliation | Dilla University | |
oairecerif.author.affiliation | Imam Abdulrahman Bin Faisal University | |
oairecerif.author.affiliation | Khalifa University of Science and Technology | |
oairecerif.author.affiliation | Alfaisal University | |
oairecerif.author.affiliation | Institute for Health Metrics and Evaluation | |
oairecerif.author.affiliation | COMSATS University Islamabad | |
oairecerif.author.affiliation | Cancer Institute NSW | |
oairecerif.author.affiliation | University of Gondar | |
oairecerif.author.affiliation | Sree Narayana Guru College, Chelannur | |
oairecerif.author.affiliation | American University of Antigua | |
oairecerif.author.affiliation | Rumailah Hospital | |
oairecerif.author.affiliation | Hamad Medical Corporation | |
oairecerif.author.affiliation | Birzeit University | |
oairecerif.author.affiliation | Institute of Endemic Diseases Sudan | |
oairecerif.author.affiliation | Haramaya University | |
oairecerif.author.affiliation | Jimma University | |
oairecerif.author.affiliation | Addis Ababa University | |
oairecerif.author.affiliation | University of Sharjah | |
oairecerif.author.affiliation | Ajman University | |
oairecerif.author.affiliation | Universitas Jenderal Soedirman | |
oairecerif.author.affiliation | University of Mataram | |
oairecerif.author.affiliation | Universitas Padjadjaran | |
oairecerif.author.affiliation | Poznan University of Medical Sciences | |
oairecerif.author.affiliation | Université Ferhat Abbas Sétif 1 | |
oairecerif.author.affiliation | The University of Jordan | |
oairecerif.author.affiliation | Yarmouk University | |
oairecerif.author.affiliation | Al Al-Bayt University | |
oairecerif.author.affiliation | Alexandria University | |
oairecerif.author.affiliation | Sapienza Università di Roma | |
oairecerif.author.affiliation | University of South Australia | |
oairecerif.author.affiliation | Federal Medical Centre Nigeria | |
oairecerif.author.affiliation | University of Patras | |
oairecerif.author.affiliation | Universidade Federal de Minas Gerais | |
oairecerif.author.affiliation | University of Southern California | |
oairecerif.author.affiliation | University of Washington School of Medicine | |
oairecerif.author.affiliation | UNSW Sydney | |
oairecerif.author.affiliation | Tehran University of Medical Sciences | |
oairecerif.author.affiliation | University of California, Los Angeles | |
oairecerif.author.affiliation | University of Texas Health Science Center at Houston | |
oairecerif.author.affiliation | Florida Agricultural and Mechanical University | |
oairecerif.author.affiliation | Mayo Clinic Scottsdale-Phoenix, Arizona | |
oairecerif.author.affiliation | Menzies School of Health Research | |
oairecerif.author.affiliation | University of Technology Sydney | |
oairecerif.author.affiliation | U.S. Department of Veterans Affairs | |
oairecerif.author.affiliation | Universität Basel | |
oairecerif.author.affiliation | Washington University School of Medicine in St. Louis | |
oairecerif.author.affiliation | University College London | |
oairecerif.author.affiliation | Shahid Beheshti University of Medical Sciences | |
oairecerif.author.affiliation | The Brody School of Medicine | |
oairecerif.author.affiliation | University College Hospital, Ibadan | |
oairecerif.author.affiliation | Western Sydney University | |
oairecerif.author.affiliation | Kerman University of Medical Sciences | |
oairecerif.author.affiliation | John Sealy School of Medicine | |
oairecerif.author.affiliation | Universität Heidelberg | |
oairecerif.author.affiliation | Queen’s University | |
oairecerif.author.affiliation | National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences | |
oairecerif.author.affiliation | Florida International University | |
oairecerif.author.affiliation | Keck School of Medicine of USC | |
oairecerif.author.affiliation | Imperial College London | |
oairecerif.author.affiliation | Martin-Luther-Universität Halle-Wittenberg | |
oairecerif.author.affiliation | Zanjan University of Medical Sciences (ZUMS) | |
oairecerif.author.affiliation | Karolinska Institutet | |
oairecerif.author.affiliation | The University of British Columbia | |
oairecerif.author.affiliation | Università degli Studi di Catania | |
oairecerif.author.affiliation | The Australian National University | |
oairecerif.author.affiliation | The Hong Kong Polytechnic University | |
oairecerif.author.affiliation | United Arab Emirates University | |
oairecerif.author.affiliation | Yale School of Nursing | |
oairecerif.author.affiliation | University of Ibadan | |
oairecerif.author.affiliation | Southeast University | |
oairecerif.author.affiliation | Joan C. Edwards School of Medicine | |
oairecerif.author.affiliation | Bayero University | |
oairecerif.author.affiliation | Tokyo Medical and Dental University | |
oairecerif.author.affiliation | Harvard Medical School | |
oairecerif.author.affiliation | Baylor College of Medicine | |
oairecerif.author.affiliation | University of Tennessee Health Science Center | |
oairecerif.author.affiliation | University of Nevada, Reno | |
oairecerif.author.affiliation | Mashhad University of Medical Sciences, School of Medicine | |
oairecerif.author.affiliation | Mashhad University of Medical Sciences | |
oairecerif.author.affiliation | Faculty of Medicine | |
oairecerif.author.affiliation | Johns Hopkins University School of Medicine | |
oairecerif.author.affiliation | Walden University | |
oairecerif.author.affiliation | University of Sierra Sur | |
oairecerif.author.affiliation | National Technological Institute of Mexico | |
oairecerif.author.affiliation | Edo State University Uzairue | |
oairecerif.author.affiliation | Adolescent Friendly Research Initiative and Care | |
oairecerif.author.affiliation | Federal Ministry of Health | |
oairecerif.author.affiliation | Philippine Institute for Development Studies | |
oairecerif.author.affiliation | Institute of Public Health | |
oairecerif.author.affiliation | King Edward Memorial Hospital | |
oairecerif.author.affiliation | Ministry of Health |