ArticleJAMA network open2023
Parental Income Level and Risk of Developing Type 2 Diabetes in Youth.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association between night shift work and the risk of type 2 diabetes mellitus: a cohort-based meta-analysis.BMC endocrine disorders · 2024Pooled it
- Antipsychotic Exposure and Pharmacologically Treated Type 2 Diabetes in Dutch Youths.JAMA network open · 2026Article
- Article
- Associations of Socioeconomic Status With Cardiorenal Metabolic Multimorbidity: Evidence From the UK Biobank Cohort.JACC. Advances · 2026Article
- Risk factors for type 2 diabetes mellitus among university students in Saudi Arabia: a multi-regional cross-sectional study.Frontiers in endocrinology · 2026Observational
- Social determinants of health and age-related differences in all-cause mortality: evidence from National Health and Nutrition Examination Survey.Annals of medicine · 2025Article
- Home Availability of Different Forms of Fruits and Vegetables and Parent/Child Diet by Income: Findings from 4 Studies.Journal of nutrition education and behavior · 2025Article
- Hypertriglyceridemic waist phenotype in relation to diabetes mellitus and cardiovascular diseases in the Indonesian and Korean populations: evidence from two national surveys.Diabetology & metabolic syndrome · 2025Article
- Income and wealth inequality is associated with young-onset type 2 diabetes.World journal of diabetes · 2025Article
- Social epidemiology of cardiometabolic risk factors in early adolescents.International journal of cardiology. Cardiovascular risk and prevention · 2025Article
- Classification and identification of risk factors for type 2 diabetes.World journal of diabetes · 2025Review
- Association between domain-specific physical activity and triglyceride‑glucose (TyG) index among US adults: Evidence from NHANES 2007-2018.BMC public health · 2025Article
- Associations of healthy lifestyle and family income to poverty ratio with all-cause mortality among people with prediabetes and diabetes: a prospective cohort study.BMC public health · 2025Article
- Cross-sectional association among dietary habits, periodontitis, and uncontrolled diabetes in Hispanics: the LLIPDS study.Frontiers in oral health · 2025Article
- Health and Racial Disparities in Diabetes Mellitus Prevalence, Management, Policies, and Outcomes in the United States.Journal of community medicine & public health · 2024Article
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5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Importance: In recent years, the global incidence of type 2 diabetes in young people has increased, especially among minoritized, Indigenous, or financially disadvantaged populations. However, few studies have examined whether poverty is associated with increased risk of youth-onset type 2 diabetes. Objective: To examine the association of family income level with the risk of youth-onset type 2 diabetes. Design, Setting, and Participants: This nationwide, population-based retrospective cohort study used data from the 2008 National Health Insurance Research Database of Taiwan, with follow-up through December 31, 2019. Participants included children and adolescents aged 0 to 19 years. Data analysis was performed from June 9, 2022, to January 16, 2023. Exposures: Family income, classified as very low, low, middle, and high. Main Outcomes and Measures: Cox proportional hazards models were used to estimate adjusted hazard ratios (aHRs) for the risks of youth-onset type 2 diabetes and all-cause mortality for all income groups vs the high-income group. Results: The cohort included a total of 5 182 893 children and adolescents (mean [SD] age, 11.2 [5.2] years; 2 477 807 girls [48.3%]). The mean (SD) follow-up duration was 9.0 (0.3) years. The incidence rates of youth-onset type 2 diabetes were 0.52 cases per 1000 person-years for the very-low-income group, 0.40 cases per 1000 person-years for the low-income group, 0.35 cases per 1000 person-years for the middle-income group, and 0.28 cases per 1000 person-years for the high-income group. Children and adolescents from very-low-income (aHR, 1.55; 95% CI, 1.41-1.71), low-income (aHR, 1.34; 95% CI, 1.27-1.41), and middle-income (aHR, 1.27; 95% CI, 1.20-1.34) families had a significantly higher hazard of youth-onset type 2 diabetes than those from high-income families. Children and adolescents from very-low-income (aHR, 2.18; 95% CI, 1.97-2.41), low-income (aHR, 1.51; 95% CI, 1.42-1.60), and middle-income (aHR, 1.22; 95% CI, 1.14-1.31) families also had a significantly higher hazard of all-cause mortality than those from high-income families. Children and adolescents who were older, female, and obese and had dyslipidemia, gout, or psychiatric disorders had a significantly higher risk of youth-onset type 2 diabetes than children without those characteristics. Conclusions and Relevance: This population-based cohort study showed that children and adolescents from very-low-income to middle-income families had a higher hazard of youth-onset type 2 diabetes and mortality than those from high-income families. Further research to reveal the factors underlying this association may improve the accuracy of identifying individuals at greatest risk for developing type 2 diabetes in youth.
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