ArticleInternational journal of endocrinology2015
Do Behavioral Risk Factors for Prediabetes and Insulin Resistance Differ across the Socioeconomic Gradient? Results from a Community-Based Epidemiologic Survey.
Article in International journal of endocrinology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 18 citations in OpenAlex.
- A stacked ensemble machine learning approach for the prediction of diabetes.Journal of diabetes and metabolic disorders · 2024Article
- Prevalence, awareness and control of type 2 diabetes mellitus and risk factors in Chinese elderly population.BMC public health · 2022Article
- Impact of Work and Recreational Physical Activity on Prediabetes Condition among U.S. Adults: NHANES 2015-2016.International journal of environmental research and public health · 2021Article
- Body mass index and height in relation to type 2 diabetes by levels of intelligence and education in a large cohort of Danish men.European journal of epidemiology · 2020Article
- Adulthood Socioeconomic Position and Type 2 Diabetes Mellitus-A Comparison of Education, Occupation, Income, and Material Deprivation: The Maastricht Study.International journal of environmental research and public health · 2019Article
- Associations of MTHFR C677T polymorphism with insulin resistance, results of NURSE Study (Nursing Unacquainted Related Stress Etiologies).Journal of diabetes and metabolic disorders · 2017Article
- Association between Socioeconomic Status and Homeostasis Model Assessment-Insulin Resistance Index and Mediating Variables at the First Trimester of Pregnancy.Iranian journal of nursing and midwifery researchArticle
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
To examine whether behavioral risk factors associated with diabetes (diet, BMI, waist circumference, physical activity, and sleep duration) are also related to both prediabetes and insulin resistance (IR), we used data from Boston Area Community Health (BACH) Survey (2010-2012, n = 3155). Logistic and linear regression models were used to test the association of lifestyle factors with prediabetes status, insulin resistance, and prediabetes or insulin resistance. All regression models were stratified by education and income levels (to examine whether risk factors had differential effects across socioeconomic factors) and adjusted for age, gender, race/ethnicity, family history of diabetes, and smoking status. We found that large waist circumference was consistently associated with higher levels of insulin resistance (IR) and increased odds of prediabetes. While the association between large waist circumference and IR was consistent across all levels of SES (P < 0.001), the association between large waist circumference and prediabetes was only statistically significant in the highest socioeconomic strata with odds ratios of 1.68 (95% CI 1.07-2.62) and 1.88 (95% CI 1.22-2.92) for postgraduate degree and income strata, respectively. There was no association between diet, physical activity, sleep duration, and the presence of multiple risk factors and prediabetes or IR within SES strata.
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Registered trials
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