Global burden of 292 causes of death in 204 countries and territories and 660 subnational locations, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023
Articolo
Data di Pubblicazione:
2025
Abstract:
Background
Timely and comprehensive analyses of causes of death stratified by age, sex, and location are essential for shaping effective health policies aimed at reducing global mortality. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2023 provides cause-specific mortality estimates measured in counts, rates, and years of life lost (YLLs). GBD 2023 aimed to enhance our understanding of the relationship between age and cause of death by quantifying the probability of dying before age 70 years (70q0) and the mean age at death by cause and sex. This study enables comparisons of the impact of causes of death over time, offering a deeper understanding of how these causes affect global populations.
Methods
GBD 2023 produced estimates for 292 causes of death disaggregated by age-sex-location-year in 204 countries and territories and 660 subnational locations for each year from 1990 until 2023. We used a modelling tool developed for GBD, the Cause of Death Ensemble model (CODEm), to estimate cause-specific death rates for most causes. We computed YLLs as the product of the number of deaths for each cause-age-sex-location-year and the standard life expectancy at each age. Probability of death was calculated as the chance of dying from a given cause in a specific age period, for a specific population. Mean age at death was calculated by first assigning the midpoint age of each age group for every death, followed by computing the mean of all midpoint ages across all deaths attributed to a given cause. We used GBD death estimates to calculate the observed mean age at death and to model the expected mean age across causes, sexes, years, and locations. The expected mean age reflects the expected mean age at death for individuals within a population, based on global mortality rates and the population's age structure. Comparatively, the observed mean age represents the actual mean age at death, influenced by all factors unique to a location-specific population, including its age structure. As part of the modelling process, uncertainty intervals (UIs) were generated using the 2·5th and 97·5th percentiles from a 250-draw distribution for each metric. Findings are reported as counts and age-standardised rates. Methodological improvements for cause-of-death estimates in GBD 2023 include a correction for the misclassification of deaths due to COVID-19, updates to the method used to estimate COVID-19, and updates to the CODEm modelling framework. This analysis used 55 761 data sources, including vital registration and verbal autopsy data as well as data from surveys, censuses, surveillance systems, and cancer registries, among others. For GBD 2023, there were 312 new country-years of vital registration cause-of-death data, 3 country-years of surveillance data, 51 country-years of verbal autopsy data, and 144 country-years of other data types that were added to those used in previous GBD rounds.
Findings
The initial years of the COVID-19 pandemic caused shifts in long-standing rankings of the leading causes of global deaths: it ranked as the number one age-standardised cause of death at Level 3 of the GBD cause classification hierarchy in 2021. By 2023, COVID-19 dropped to the 20th place among the leading global causes, returning the rankings of the leading two causes to those typical across the time series (ie, ischaemic heart disease and stroke). While ischaemic heart disease and stroke persist as leading causes of death, there has been progress in reducing their age-standardised mortality rates globally. Four other leading causes have also shown large declines in global age-standardised mortality rates across the study period: diarrhoeal diseases, tuberculosis, stomach cancer, and measles. Other causes of death showe
Timely and comprehensive analyses of causes of death stratified by age, sex, and location are essential for shaping effective health policies aimed at reducing global mortality. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2023 provides cause-specific mortality estimates measured in counts, rates, and years of life lost (YLLs). GBD 2023 aimed to enhance our understanding of the relationship between age and cause of death by quantifying the probability of dying before age 70 years (70q0) and the mean age at death by cause and sex. This study enables comparisons of the impact of causes of death over time, offering a deeper understanding of how these causes affect global populations.
Methods
GBD 2023 produced estimates for 292 causes of death disaggregated by age-sex-location-year in 204 countries and territories and 660 subnational locations for each year from 1990 until 2023. We used a modelling tool developed for GBD, the Cause of Death Ensemble model (CODEm), to estimate cause-specific death rates for most causes. We computed YLLs as the product of the number of deaths for each cause-age-sex-location-year and the standard life expectancy at each age. Probability of death was calculated as the chance of dying from a given cause in a specific age period, for a specific population. Mean age at death was calculated by first assigning the midpoint age of each age group for every death, followed by computing the mean of all midpoint ages across all deaths attributed to a given cause. We used GBD death estimates to calculate the observed mean age at death and to model the expected mean age across causes, sexes, years, and locations. The expected mean age reflects the expected mean age at death for individuals within a population, based on global mortality rates and the population's age structure. Comparatively, the observed mean age represents the actual mean age at death, influenced by all factors unique to a location-specific population, including its age structure. As part of the modelling process, uncertainty intervals (UIs) were generated using the 2·5th and 97·5th percentiles from a 250-draw distribution for each metric. Findings are reported as counts and age-standardised rates. Methodological improvements for cause-of-death estimates in GBD 2023 include a correction for the misclassification of deaths due to COVID-19, updates to the method used to estimate COVID-19, and updates to the CODEm modelling framework. This analysis used 55 761 data sources, including vital registration and verbal autopsy data as well as data from surveys, censuses, surveillance systems, and cancer registries, among others. For GBD 2023, there were 312 new country-years of vital registration cause-of-death data, 3 country-years of surveillance data, 51 country-years of verbal autopsy data, and 144 country-years of other data types that were added to those used in previous GBD rounds.
Findings
The initial years of the COVID-19 pandemic caused shifts in long-standing rankings of the leading causes of global deaths: it ranked as the number one age-standardised cause of death at Level 3 of the GBD cause classification hierarchy in 2021. By 2023, COVID-19 dropped to the 20th place among the leading global causes, returning the rankings of the leading two causes to those typical across the time series (ie, ischaemic heart disease and stroke). While ischaemic heart disease and stroke persist as leading causes of death, there has been progress in reducing their age-standardised mortality rates globally. Four other leading causes have also shown large declines in global age-standardised mortality rates across the study period: diarrhoeal diseases, tuberculosis, stomach cancer, and measles. Other causes of death showe
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Elenco autori:
Naghavi, Mohsen; Kyu, Hmwe Hmwe; A, Bhoomadevi; Aalipour, Mohammad Amin; Aalruz, Hasan; Ababneh, Hazim S; Abafita, Bedru J; Abaraogu, Ukachukwu O; Abbafati, Cristiana; Abbasi, Madineh; Abbaspour, Faezeh; Abbastabar, Hedayat; Abd Al Magied, Abdallah H A; Abd Elhafeez, Samar; Abdalla, Ashraf Nabiel; Abdalla, Mohammed Altigani; Abdallah, Emad M; Abdeeq, Barkhad Aden; Abdel Razeq, Nadin M I; Abdelgalil, Ahmed Abdelrahman; Abdel-Hameed, Reda; Abdelmasseh, Michael; Abdelnabi, Mahmoud; Abdel-Rahman, Wael M; Abdous, Arman; Abdrabou, Mostafa M; Abdul Aziz, Jeza Muhamad; Abdulah, Deldar Morad; Abdullahi, Auwal; Abdul-Rahman, Toufik; Abebe Getahun, Habtamu; Abedi, Aidin; Abedi, Armita; Abedi, Parisa; Abejew, Asrat Agalu; Abeldaño Zuñiga, Roberto Ariel; Abid, Shehab Uddin Al; Abidi, Syed Hani; Abie, Alemwork; Abiodun, Olugbenga Olusola; Aboagye, Richard Gyan; Abohashem, Shady; Abolhassani, Hassan; Abonie, Ulric Sena; Abourashed, Nagah M; Abouzid, Mohamed; Abramov, Dmitry; Abreu, Lucas Guimarães; Abtahi, Dariush; Abu Farha, Rana Kamal; Abuadas, Fuad Hamdi A; Abubakar, Aminu Kende; Abu-Elala, Nermeen; Abu-Gharbieh, Eman; Abuhammad, Sawsan; Abuhelwa, Ahmad Y; Abukhadijah, Hana J; Abu-Rmeileh, Niveen Me; Aburuz, Salahdein; Abushanab, Dina; Accrombessi, Manfred Mario Kokou; Acharya, Anirudh Balakrishna; Acharya, Apurba; Adal, Ousman; Adams, Lisa C; Adamu, Abdu A; Addo, Isaac Yeboah; Adeagbo, Oluwafemi Atanda; Adebisi, Tajudeen Adesanmi; Adedeji, Isaac Akinkunmi; Adedokun, Kamoru Ademola; Adegbile, Oluwatobi E; Adegoke, Nurudeen A; Adeleke, Olumide Thomas; Adema, Bulcha Guye; Aden, Bashir; Adesina, Isaac Ayodeji; Adesina, Miracle Ayomikun; Adetunji, Juliana Bunmi; Adewuyi, Habeeb Omoponle; Adeyeoluwa, Temitayo Esther; Adhana, Mache Tsadik; Adhikary, Ripon Kumar; Adiga, Usha; Adl Parvar, Tanin; Adnan, Mohd; Adnani, Qorinah Estiningtyas Sakilah; Adoma, Prince Owusu; Adzigbli, Leticia Akua; Adzrago, David; Affinito, Giuseppina; Afifi, Ahmed M; Afoakwah, Clifford; Afolabi, Aanuoluwapo Adeyimika; Afolabi, Rotimi Felix; Afrăsânie, Vlad-Adrian; Afzal, Saira; Agafari, Gizachew Beykaso; Agampodi, Suneth Buddhika; Agampodi, Thilini Chanchala; Aggarwal, Navidha; Aghaalikhani, Mahdi; Aghajanian, Sepehr; Aghamir, Seyed Mohammad Kazem; Agide, Feleke Doyore; Agostinis Sobrinho, César; Agrawal, Anurag; Agyemang-Duah, Williams; Ahadi, Mahsa; Ahinkorah, Bright Opoku; Ahmad, Aqeel; Ahmad, Danish; Ahmad, Faisal; Ahmad, Ijaz; Ahmad, Khabir; Ahmad, Khurshid; Ahmad, Sajjad; Ahmad, Tauseef; Ahmad, Waqas; Ahmadi, Negar Sadat; Ahmed, Ali; Ahmed, Ayman; Ahmed, Gasha Salih; Ahmed, Haroon; Ahmed, Junaid; Ahmed, Luai A; Ahmed, Md Faisal; Ahmed, Mehrunnisha Sharif; Ahmed, Meqdad Saleh; Ahmed, Muktar Beshir; Ahmed, Mushood; Ahmed, Shabbir; Ahmed, Sindew Mahmud; Ahmed, Syed Anees; Aimagambetova, Gulzhanat; Ajami, Marjan; Aji, Budi; Akbarialiabad, Hossein; Akbarifard, Saeid; Akeju, Oluwasefunmi; Akhigbe, Roland Eghoghosoa; Akhmedullin, Ruslan; Akinkuotu, Olufemi Ambrose; Akkaif, Mohammed Ahmed; Akosile, Wole; Akrami, Ashley E; Akyea, Ralph Kwame; Al Amiry, Alaa; Al Awaidy, Salah; Al Hasan, Syed Mahfuz; Al Homsi, Ammar; Al Nawayseh, Mohammad Khaled; Al Omari, Omar; Al Ta'Ani, Zain; Al Thaher, Yazan; Al Zaabi, Omar Ali Mohammed; Al Zoubi, Mohammad Ahmmad Mahmoud; Al-Abbadi, Mousa Ali; Alalwan, Tariq A; Al-Aly, Ziyad; Alam, Khurshid; Alam, Manjurul; Alam, Mohammad Khursheed; Alam, Mostafa; Al-Amer, Rasmieh Mustafa; Alamrew, Abebaw; Alansari, Amani; Alanzi, Turki M; Al-Ashwal, Fahmi Y; Albashtawy, Mohammed; Aldhaleei, Wafa A; Aldossary, Mohammed S; Aldridge, Robert W; Aleidi, Shereen M; Alemayehu, Bezawit Abeje; Alemnew, Fentahun; Alemu, Melaku Birhanu; Alene, Kefyalew Addis; Al-Eyadhy, Ayman; Alfalki, Ali M; Algahtani, Fahad D; Algammal, Abdelazeem M; Al-Habbal, Khairat; Alhaji, Nma Bida; Al-Hajj, Samar; Alhalaiqa, Fadwa Naji; Al-Hanawi, Mohammed Khaled; Alhasan, Khalid A; Alhumaidi, Ashraf; Alhumaydhi, Fahad A; Ali, Amjad; Ali, Ha
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