ArticlePLOS global public health2022
Variation in the incidence of type 1 diabetes mellitus in children and adolescents by world region and country income group: A scoping review.
Article in PLOS global public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 33 papers, 3 of them syntheses that pooled it.
What it found
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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.
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Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it, 49 citations in OpenAlex.
- Antibiotic Exposure in Early Life and Risk of Type 1 Diabetes: A Meta-Analysis.Diabetes, obesity & metabolism · 2026Pooled it
- Impact of integrative therapies on glycemic control in type 1 diabetes: a systematic review and global research landscape.Frontiers in clinical diabetes and healthcare · 2026Pooled it
- Implementation factors of non-communicable disease policies and programmes for children and youth in low-income and middle-income countries: a systematic review.BMJ paediatrics open · 2024Pooled it
- Effect of diabetes self-management education on health-related quality of life of Tunisian children with type1 diabetes mellitus and their parents: A randomized controlled trial.La Tunisie medicale · 2024Trial
- Glycaemic Variability and C-Peptide in Bangladeshi Children, Adolescents, and Young Adults With Diabetes: A Prospective Study.Endocrinology, diabetes & metabolism · 2026Observational
- Determinants of Health-Related Quality of Life in Children and Adolescents With Type 1 Diabetes: A Cross-Sectional Study.Health science reports · 2026Article
- Being an adolescent and living with type 1 diabetes mellitus: A qualitative inquiry.Curationis · 2026Article
- Genetic basis of Asian diabetes.Journal of diabetes investigation · 2026Review
- Body Composition of Children with Type 1 Diabetes: A 20-Year Single-Center Comparative Study.Children (Basel, Switzerland) · 2026Article
- Hospitalization profile among pediatric populations with type 1 diabetes mellitus in Australia: An ecological study.Medicine · 2026Article
- Early life antibiotic-use and risk of childhood type 1 diabetes: a nationwide cohort study utilising data linkage.Pediatric diabetes · 2026Article
- Molecular Portrait of Autoantigens in Type 1 Diabetes.Biomolecules · 2025Review
- Sex as a modifier of genetic risk for type 1 diabetes.Diabetes, obesity & metabolism · 2025Review
- Cyclical and seasonal variations in the incidence of type 1 diabetes mellitus between 1985 and 2016 in Bauru, São Paulo, Brazil.Archives of endocrinology and metabolism · 2025Article
- Assessment of Long-Term Knowledge Retention in Children with Type 1 Diabetes and Their Families: A Pilot Study.Children (Basel, Switzerland) · 2025Article
- Transparency and Validity of Artificial Intelligence Applications in Pediatric Diabetes: A Systematic Review.Cureus · 2025Review
- Contextualization of Diabetes: A Review of Reviews from Organisation for Economic Co-operation and Development (OECD) Countries.Current diabetes reports · 2025Review
- Socioeconomic and health disparities in adults diagnosed with type 1 diabetes mellitus before age 18: insights from the Italian PASSI surveillance system.Frontiers in public health · 2025Article
- Invisible inequities in type I diabetes care in India: A multi-stakeholder qualitative study from Karnataka.PLOS global public health · 2025Article
- Predictors and Trends of Diabetic Ketoacidosis at Diagnosis of Type 1 Diabetes Mellitus in Malaysian ChildrenJournal of clinical research in pediatric endocrinology · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
8 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionAround 18.7 million of the 537 million people with diabetes worldwide live in low-income and middle-income countries (LMIC), where there is also an increase in the number of children, adolescents, and young adults diagnosed with type 1 diabetes (T1D). There are substantial gaps in data in the current understanding of the epidemiological patterns and trends in incidence rates of T1D at the global level.
methodsWe performed a scoping review of published studies that established the incidence of T1D in children, adolescents, and young adults aged 0-25 years at national and sub-national levels using PubMed, Embase and Global Health. Data was analyzed using R programming.
resultsThe scoping review identified 237 studies which included T1D incidence estimates from 92 countries, revealing substantial variability in the annual incidence of T1D by age, geographic region, and country-income classification. Highest rates were reported in the 5-9 and 10-14 year age groups than in the 0-4 and 15-19 year age groups, respectively. In the 0-14 year age group, the highest incidence was reported in Northern Europe (23.96 per 100,000), Australia/New Zealand (22.8 per 100,000), and Northern America (18.02 per 100,000), while the lowest was observed in Melanesia, Western Africa, and South America (all < 1 per 100,000). For the 0-19 year age group, the highest incidence was reported in Northern Europe (39.0 per 100,000), Northern America (20.07 per 100,000), and Northern Africa (10.1 per 100,000), while the lowest was observed in Eastern and Western Africa (< 2 per 100,000). Higher incidence rates were observed in high-income countries compared to LMICs. There was a paucity of published studies focusing on determining the incidence of T1D in LMICs.
conclusionThe review reveals substantial variability in incidence rates of T1D by geographic region, country income group, and age. There is a dearth of information on T1D in LMICs, particularly in sub-Saharan Africa, where incidence remains largely unknown. Investment in population-based registries and longitudinal cohort studies could help improve the current understanding of the epidemiological trends and help inform health policy, resource allocation, and targeted interventions to enhance access to effective, efficient, equitable, and responsive healthcare services.
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.