ArticleLancet (London, England)2024
Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021.
Article in Lancet (London, England), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 3,348 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Multimodal Clinical Study of Electroconvulsive Therapy and Magnetic Seizure Therapy
A Prospective, Randomized, Parallel-Controlled Clinical Study Protocol of Non-Invasive Brain Computer Interface Robot Based on Mirror Rehabilitation Theory in the Treatment of Upper Limb Motor Function Disorder After Stroke
Who cites it
3,348 citing papers in PubMed, 5 syntheses or guidelines pooled it, 3,956 citations in OpenAlex.
- An updated estimate of the proportion of neurocysticercosis among people with epileptic seizures: a systematic review and Bayesian meta-analysis.Infectious diseases of poverty · 2026Pooled it
- Prevalence and Incidence of Dementia for Schizophrenia and Other Primary Psychotic Disorders: A Systematic Review and Meta-Analysis.Asia-Pacific psychiatry : official journal of the Pacific Rim College of Psychiatrists · 2026Pooled it
- Exposure-response relationship between transportation noise and cardiovascular disease outcomes: a systematic review and meta-regression analysis.Journal of exposure science & environmental epidemiology · 2026Pooled it
- Genome-wide meta-analysis of quantitatively measured generalized anxiety symptoms in individuals of European ancestry.Nature human behaviour · 2026Pooled it
- Effects of hydrokinesitherapy on balance and walking ability for stroke survivors: update of a systematic review and meta-analysis of randomized controlled studies.European journal of physical and rehabilitation medicine · 2026Pooled it
- Phase 1/2 randomized, observer-blind clinical trial of a first-generation, mRNA-based vaccine against seasonal influenza and COVID-19 in healthy adults.Human vaccines & immunotherapeutics · 2026Trial
- Credibility and expectancy associated with ultra-brief and standard-length digital treatments: A preliminary examination of impact on treatment outcome.The British journal of clinical psychology · 2026Trial
- Does a monoclonal antibody targeting immune cells affect glutamatergic level in schizophrenia? A multimodal PET/MRS brain imaging study.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026Trial
- No Efficacy of Dexamethasone Injections for Acute Sciatica: A Double-Blind Randomized Study Versus Saline.European journal of pain (London, England) · 2026Trial
- Trial
- Ambient particulate matter pollution and stroke burden.Medical gas research · 2027Article
- Integration of cognitive behavioral therapy and mobile health applications among university students with depression: a qualitative study.International journal of qualitative studies on health and well-being · 2026Article
- Integrated metagenomic and metabolomic analysis identifies severity-specific inflammatory and metabolic signatures in post-stroke depression.Gut microbes · 2026Article
- Global health inequities in thyroid cancer among adolescents and young adults from overdiagnosis to inadequate care by the socio-demographic index.Global health research and policy · 2026Article
- Global burden and trends of stomach cancer, Colon and rectum cancer, peptic ulcer disease, and gastritis and duodenitis from 1990 to 2021: a systematic analysis for the global burden of disease study 2021.Future science OA · 2026Article
- Global, regional, and national burden of chronic hepatitis B, 1990-2021, and projections to 2030: An urgent call for action to achieve hepatitis B elimination goals by 2030.Human vaccines & immunotherapeutics · 2026Article
- The hidden vulnerability: heavy and persistent burden of dietary iron deficiency among women and children in China, India and globally based on the global burden of disease 2021.Annals of medicine · 2026Article
- Global burden of esophageal cancer attributable to smoking and alcohol, 1990-2021, with projections to 2040: a population-based analysis of the global burden of disease study 2021.Annals of medicine · 2026Observational
- The burden of peptic ulcer disease in China, 1990-2021: update from the GBD 2021 study.Annals of medicine · 2026Article
- Black carbon as a major contributor to ambient PMEco-Environment & Health · 2026Article
3,288 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
Authors and funding
1 author at 1 institution in 1 country.
Funding
Abstract
backgroundDetailed, comprehensive, and timely reporting on population health by underlying causes of disability and premature death is crucial to understanding and responding to complex patterns of disease and injury burden over time and across age groups, sexes, and locations. The availability of disease burden estimates can promote evidence-based interventions that enable public health researchers, policy makers, and other professionals to implement strategies that can mitigate diseases. It can also facilitate more rigorous monitoring of progress towards national and international health targets, such as the Sustainable Development Goals. For three decades, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) has filled that need. A global network of collaborators contributed to the production of GBD 2021 by providing, reviewing, and analysing all available data. GBD estimates are updated routinely with additional data and refined analytical methods. GBD 2021 presents, for the first time, estimates of health loss due to the COVID-19 pandemic.
methodsThe GBD 2021 disease and injury burden analysis estimated years lived with disability (YLDs), years of life lost (YLLs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries using 100 983 data sources. Data were extracted from vital registration systems, verbal autopsies, censuses, household surveys, disease-specific registries, health service contact data, and other sources. YLDs were calculated by multiplying cause-age-sex-location-year-specific prevalence of sequelae by their respective disability weights, for each disease and injury. YLLs were calculated by multiplying cause-age-sex-location-year-specific deaths by the standard life expectancy at the age that death occurred. DALYs were calculated by summing YLDs and YLLs. HALE estimates were produced using YLDs per capita and age-specific mortality rates by location, age, sex, year, and cause. 95% uncertainty intervals (UIs) were generated for all final estimates as the 2·5th and 97·5th percentiles values of 500 draws. Uncertainty was propagated at each step of the estimation process. Counts and age-standardised rates were calculated globally, for seven super-regions, 21 regions, 204 countries and territories (including 21 countries with subnational locations), and 811 subnational locations, from 1990 to 2021. Here we report data for 2010 to 2021 to highlight trends in disease burden over the past decade and through the first 2 years of the COVID-19 pandemic.
findingsGlobal DALYs increased from 2·63 billion (95% UI 2·44-2·85) in 2010 to 2·88 billion (2·64-3·15) in 2021 for all causes combined. Much of this increase in the number of DALYs was due to population growth and ageing, as indicated by a decrease in global age-standardised all-cause DALY rates of 14·2% (95% UI 10·7-17·3) between 2010 and 2019. Notably, however, this decrease in rates reversed during the first 2 years of the COVID-19 pandemic, with increases in global age-standardised all-cause DALY rates since 2019 of 4·1% (1·8-6·3) in 2020 and 7·2% (4·7-10·0) in 2021. In 2021, COVID-19 was the leading cause of DALYs globally (212·0 million [198·0-234·5] DALYs), followed by ischaemic heart disease (188·3 million [176·7-198·3]), neonatal disorders (186·3 million [162·3-214·9]), and stroke (160·4 million [148·0-171·7]). However, notable health gains were seen among other leading communicable, maternal, neonatal, and nutritional (CMNN) diseases. Globally between 2010 and 2021, the age-standardised DALY rates for HIV/AIDS decreased by 47·8% (43·3-51·7) and for diarrhoeal diseases decreased by 47·0% (39·9-52·9). Non-communicable diseases contributed 1·73 billion (95% UI 1·54-1·94) DALYs in 2021, with a decrease in age-standardised DALY rates since 2010 of 6·4% (95% UI 3·5-9·5). Between 2010 and 2021, among the 25 leading Level 3 causes, age-standardised DALY rates increased most substantially for anxiety disorders (16·7% [14·0-19·8]), depressive disorders (16·4% [11·9-21·3]), and diabetes (14·0% [10·0-17·4]). Age-standardised DALY rates due to injuries decreased globally by 24·0% (20·7-27·2) between 2010 and 2021, although improvements were not uniform across locations, ages, and sexes. Globally, HALE at birth improved slightly, from 61·3 years (58·6-63·6) in 2010 to 62·2 years (59·4-64·7) in 2021. However, despite this overall increase, HALE decreased by 2·2% (1·6-2·9) between 2019 and 2021.
interpretationPutting the COVID-19 pandemic in the context of a mutually exclusive and collectively exhaustive list of causes of health loss is crucial to understanding its impact and ensuring that health funding and policy address needs at both local and global levels through cost-effective and evidence-based interventions. A global epidemiological transition remains underway. Our findings suggest that prioritising non-communicable disease prevention and treatment policies, as well as strengthening health systems, continues to be crucially important. The progress on reducing the burden of CMNN diseases must not stall; although global trends are improving, the burden of CMNN diseases remains unacceptably high. Evidence-based interventions will help save the lives of young children and mothers and improve the overall health and economic conditions of societies across the world. Governments and multilateral organisations should prioritise pandemic preparedness planning alongside efforts to reduce the burden of diseases and injuries that will strain resources in the coming decades.
fundingBill & Melinda Gates Foundation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.