ArticleFrontiers in public health2023
Diabetes risk among US adults with different socioeconomic status and behavioral lifestyles: evidence from the National Health and Nutrition Examination Survey.
Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 41 citations in OpenAlex.
- Influence of Social Determinants of Health on Adherence to Lifestyle Modifications in Individuals With Prediabetes: A Mixed Methods Study.Journal of advanced nursing · 2026Trial
- Understanding barriers and facilitators of adherence to lifestyle changes in prediabetes: a qualitative study.International journal of qualitative studies on health and well-being · 2026Observational
- Association of socioeconomic status and lifestyle factors with incident diabetes among individuals with prediabetes: a prospective cohort study from UK Biobank.Preventive medicine reports · 2026Article
- Death cause and age at death among individuals with diabetes: a 40-year retrospective Brazilian study.Archives of endocrinology and metabolism · 2026Article
- Association Between Socioeconomic Status and the Prevalence of Metabolic Diseases: A Nationwide Cross-Sectional Study in China.Journal of diabetes · 2026Article
- Diabetes: A comprehensive review of the Indian landscape in contrast with global trends.World journal of diabetes · 2026Review
- Comparison of Mental Illness Comorbidity Pre-Pandemic vs. Pandemic-Era and Associations with Clinical and Demographic Characteristics for Virginia Public Hospital Inpatient Discharges with a Substance Use Disorder.International journal of environmental research and public health · 2026Article
- Early life stress enhances the association between residential nature exposure and fasting blood glucose.PloS one · 2026Article
- Trends in Kidney Stone Prevalence Among United States Adults With Diabetes: A Cross-Sectional Study From the NHANES Database, 2007-2020.Journal of diabetes research · 2026Article
- Behavioral and Sociodemographic Predictors of Diabetes Among Non-Hispanic Multiracial Adults in the United States: Using the 2023 Behavioral Risk Factor Surveillance System.International journal of environmental research and public health · 2025Article
- Imaging Findings Associated With Socioenvironmental Exposures Inform Mechanisms of Cardiovascular Disease.Arteriosclerosis, thrombosis, and vascular biology · 2025Review
- A review of multidisciplinary care in metabolic dysfunction-associated steatohepatitis and cardiometabolic disease, with a focus on Canada.Diabetes, obesity & metabolism · 2025Review
- The forgotten - overcoming challenges in diabetes care for marginalized populations.Expert review of endocrinology & metabolism · 2025Review
- Syndemics of Antimicrobial Resistance: Non-communicable Diseases, Social Deprivation, and the Rise of Multidrug-Resistant Infections.Infectious diseases and therapy · 2025Article
- Review
- More schooling is associated with lower hemoglobin A1c at the high-risk tail of the distribution: an unconditional quantile regression analysis.BMC public health · 2025Article
- Impact of the Underutilization of Vibration-Controlled Transient Elastography in MASLD Patients Without Insurance Coverage.Digestive diseases and sciences · 2025Article
- Socioeconomic Status, Modifiable Factors, and Risk of Microvascular Complications in Individuals With Type 2 Diabetes: A Cohort Study From the UK Biobank.Journal of diabetes · 2025Article
- Observational assessment of the utilization of donated point of care tests and glycemic control at free and charitable clinics across the United States.Practical laboratory medicine · 2025Article
- Association of socioeconomic status with diabetic microvascular complications: a UK Biobank prospective cohort study.Diabetology & metabolic syndrome · 2025Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Diabetes disproportionately affects minorities and those with low socioeconomic status (SES) in the United States, and differences in behavioral lifestyles are largely responsible for the unequal distribution of diabetes among different groups. Methods: With data of 9,969 participants collected in the 2007-2008 and 2009-2010 cycles of the US National Health and Nutrition Examination Survey (NHANES), this study examined several mediators and their mediating effects in the connection between SES and the risk of diabetes. The SES is assessed by the income-to-poverty ratio (IPR), education level, and employment status. For the mediation analysis, we used health-related behaviors as mediators (smoking, alcohol use, consumption of green vegetables and fruits, physical activity and sedentary time, health insurance, and healthcare). In this study, the structural equation model was utilized to evaluate the mediating effects of behavioral lifestyle as a mediator in the relationship between SES and diabetes. Results: A total of 9,969 participants were included in this study. We found a negative nonlinear association between IPR and diabetes risk ( Conclusion: This study provides critical insights on the link between SES and diabetes. Our results highlight that poor health-related behaviors and limited access to healthcare are important pathways for increased diabetes risk related to those with low SES, particularly among Mexican Americans and males. They should be top priorities for agencies and healthcare providers to develop behavior-related interventions to reduce inequalities in diabetes risk.
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