ArticleJAMA network open2023
Association of Sustained Low or High Income and Income Changes With Risk of Incident Type 2 Diabetes Among Individuals Aged 30 to 64 Years.
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 25 papers.
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Who cites it
25 citing papers in PubMed, 31 citations in OpenAlex.
- Association between stress-related exposures and risk of pre-diabetes and type 2 diabetes: results from the population-based Lifelines cohort study.BMJ open diabetes research & care · 2026Article
- Depression and Anxiety Risk in Children With Intellectual Developmental Disorder.JAMA network open · 2026Article
- Clinical utility of 1-h post-load glucose in accelerating diagnosis of type 2 diabetes: a prospective cohort study.Acta diabetologica · 2026Article
- Income dynamics and risk of early-onset dementia: a nationwide cohort study.Alzheimer's research & therapy · 2026Article
- Association of preventive dental scaling with income status and changes: a population-based study.BMC oral health · 2026Article
- Associations of Socioeconomic Status With Cardiorenal Metabolic Multimorbidity: Evidence From the UK Biobank Cohort.JACC. Advances · 2026Article
- Income and risk of type 2 diabetes incidence varied associations according to obesity status: a nationwide study.BMC public health · 2026Article
- Dynamic income patterns and risk of pancreatic and biliary tract cancers: A nationwide cohort study.Chinese journal of cancer research = Chung-kuo yen cheng yen chiu · 2026Article
- Social, psychosocial, and lifestyle determinants of diabetes and prediabetes in US adults before and after COVID-19: a cross-sectional NHANES analysis.Diabetology & metabolic syndrome · 2026Article
- Early life stress enhances the association between residential nature exposure and fasting blood glucose.PloS one · 2026Article
- Temporal changes in the burden of type 2 diabetes mellitus across the BRICS, 1990-2021: a comprehensive analysis for the global burden of disease study 2021.BMC public health · 2025Article
- Educational and economic disparities and risk factors associated with diabetes and impaired fasting glucose in Cambodia: analysis of a national population-based study.Journal of global health · 2025Article
- Correlation of Income Instability With 12 Non-Communicable Disease Risks in Korea: A Prospective Cohort Study.Journal of Korean medical science · 2025Article
- Online tool for cross-sectional and longitudinal comparison of socio-economic status indices based on postcodes in Australia.Internal medicine journal · 2025Article
- Social determinants of health and type 2 diabetes in Asia.Journal of diabetes investigation · 2025Review
- 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
- Age at Menopause and Development of Type 2 Diabetes in Korea.JAMA network open · 2025Article
- The role of socioeconomic status in resolution of type 2 diabetes mellitus following longitudinal sleeve gastrectomy.Surgical endoscopy · 2025Article
- Beyond glycemic control: a holistic perspective on psychosocial support in outpatient diabetes management.Frontiers in endocrinology · 2025Review
- Perceived risk of type 2 diabetes mellitus: predictors of perceived susceptibility among young adults in Jordan.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
8 authors at 7 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Evidence of the association between income fluctuation and risk of type 2 diabetes (T2D) is scarce. Objective: To investigate whether sustained low or high income and income changes are associated with incidence of T2D. Design, Setting, and Participants: In this population-based cohort study, more than 7.8 million adults without T2D aged 30 to 64 years from a nationally representative sample from the Korean Health Insurance Service database were enrolled in 2012 and followed up to 2019 (median follow-up, 6.3 years [IQR, 6.1-6.6 years]). Exposures: Twenty quantiles of monthly health insurance premiums determined income levels. Income quartiles were annually analyzed from 2008 to 2012. Beneficiaries of the Medical Aid Program were regarded as those with very low income. A decrease in income was indicated as a reduction of 25% or more in income compared with income in the previous year. Main Outcomes and Measures: The primary outcome was incident T2D based on the International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes E11 to E14, 1 or more claims of antidiabetic medication, or a fasting glucose level of 126 mg/dL or higher. Multivariable Cox proportional hazards models were used to assess the association of low- or high-income status and income changes with incidence of T2D. Results: Of 7 821 227 participants (mean [SD] age, 46.4 [9.3] years; 54.9% men), 359 931 (4.6%) developed T2D at least 1 year after enrollment. Individuals who repeatedly experienced low and very low income for 5 years showed 22% (hazard ratio [HR], 1.22 [95% CI, 1.21-1.23]) and 57% (1.57 [95% CI, 1.53-1.62]) higher T2D risk compared with those who never experienced low and very low income, respectively. In contrast, individuals who were repeatedly in high-income quartiles showed lower T2D risk compared with those who never experienced high income (HR, 0.86 [95% CI, 0.85-0.86]). The number of income decreases was associated with elevated T2D risk (≥2 vs 0 income decreases: HR, 1.08 [95% CI, 1.06-1.11]; P < .001 for trend). When income quartile status was compared between 2008 and 2012, individuals who experienced an income increase had lowered T2D risk, while those who experienced an income decrease had elevated T2D risk in each income quartile group. Conclusions and Relevance: This cohort study found that individuals who experienced sustained low-income status or an income decrease had elevated T2D risk, while those who had sustained high-income status or an income increase had lowered T2D risk.
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