ArticlePopulation health metrics2014
Detecting type 2 diabetes and prediabetes among asymptomatic adults in the United States: modeling American Diabetes Association versus US Preventive Services Task Force diabetes screening guidelines.
Article in Population health metrics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed.
- Employer-Based Screening for Diabetes and Prediabetes in an Integrated Health Care Delivery System: A Natural Experiment for Translation in Diabetes (NEXT-D) Study.Journal of occupational and environmental medicine · 2015Trial
- Application of generalized linear mixed effects random forest for identifying risk factors of prediabetes in Tehran Lipid and Glucose Study.Scientific reports · 2025Article
- A Diabetes Prevention Cascade Model for Healthcare Organizations: Results From a Pilot for Disproportionately Affected Populations.AJPM focus · 2025Article
- Clinical observations and mechanistic insights of traditional Chinese medicine in the management of diabetic retinopathy.Pharmaceutical biology · 2024Review
- Correlation of Diabetes Related Factors with Vitamin D and Immunological Parameters in T2DM Kashmiri Population.Indian journal of clinical biochemistry : IJCB · 2024Article
- Warning Signs: Occult Diabetes and Dysglycemia in the Hand Surgery Patient Population.Hand (New York, N.Y.) · 2024Article
- Determinants of health and mortality in undiagnosed diabetes: A nationally representative US adult, 2011-2020.Diabetes research and clinical practice · 2024Article
- The prevalence of hyperglycemia and its association with perioperative outcomes in gynecologic surgery: a retrospective cohort study.Perioperative medicine (London, England) · 2023Article
- Nomogram model and risk score to predict 5-year risk of progression from prediabetes to diabetes in Chinese adults: Development and validation of a novel model.Diabetes, obesity & metabolism · 2023Article
- Causal effect of education on type 2 diabetes: A network Mendelian randomization study.World journal of diabetes · 2021Article
- Article
- Health Insurance Is Associated with Decreased Odds for Undiagnosed Prediabetes and Type 2 Diabetes in American Adults.International journal of environmental research and public health · 2020Article
- Lifestyle and Progression to Type 2 Diabetes in a Cohort of Workers with Prediabetes.Nutrients · 2020Article
- Agreement between Type 2 Diabetes Risk Scales in a Caucasian Population: A Systematic Review and Report.Journal of clinical medicine · 2020Article
- A combined strategy of feature selection and machine learning to identify predictors of prediabetes.Journal of the American Medical Informatics Association : JAMIA · 2020Article
- Diabetes Detection and Communication among Patients Admitted through the Emergency Department of a Public Hospital.International journal of environmental research and public health · 2020Article
- [Identification of pre-diabetes in risk groups: an opportunity to prevent the disease].Atencion primaria · 2019Article
- The Economic Burden of Elevated Blood Glucose Levels in 2017: Diagnosed and Undiagnosed Diabetes, Gestational Diabetes Mellitus, and Prediabetes.Diabetes care · 2019Article
- TeDia - A Telemedicine-Based Treatment Model for Inpatient and Interprofessional Diabetes Care.Diabetes, metabolic syndrome and obesity : targets and therapy · 2019Article
- Does task delegation to non-physician health professionals improve quality of diabetes care? Results of a scoping review.PloS one · 2019Article
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Authors and funding
8 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundScreening to detect prediabetes and diabetes enables early prevention and intervention. This study describes the number and characteristics of asymptomatic, undiagnosed adults in the United States who could be detected with prediabetes and type 2 diabetes using the American Diabetes Association (ADA) guidelines compared to the United States Preventive Services Task Force (USPSTF) guidelines.
methodsWe developed predictive models for undiagnosed diabetes and prediabetes using polytomous logistic regression from data on risk factors in the 2003-2010 National Health and Nutrition Examination Survey (n = 19,056). We applied these predictive models to the 2010 Medical Expenditure Panel Survey, which contains health care use data, to generate probabilities of undiagnosed diabetes and undetected prediabetes for each adult. We summed individual probabilities to estimate the number of adults who would be detected with prediabetes and/or type 2 diabetes if screened under ADA or USPSTF guidelines. We analyzed health care use patterns of people at high risk for diabetes.
resultsIn 2010, 59.1 million adults met the USPSTF screening criteria including 24.4 million people with undetected prediabetes and 3.7 million people with undiagnosed diabetes. In comparison, among the 86.3 million people who met the ADA screening criteria, there were 33.9 million with undetected prediabetes and 4.6 million with undiagnosed type 2 diabetes. The ADA guidelines detected 38.9% more cases of prediabetes and 24.3% more cases of type 2 diabetes compared to the USPSTF guidelines. Subgroup analysis showed that ADA guidelines would detect 78% more cases of diabetes among the age 54 and younger population, in 40% more blacks, and in more than twice as many Hispanics than USPSTF guidelines. Only 58% of adults meeting ADA guidelines and 70% meeting USPSTF guidelines had ≥ 1 primary care office visit in 2010.
conclusionsCompared to USPSTF guidelines, ADA guidelines would screen more people and detect more cases of both prediabetes and type 2 diabetes, though a substantial percentage of patients with undetected cases had no contact with a primary care provider in 2010. Addressing the problem of large numbers of undetected prediabetes and type 2 diabetes cases will require new strategies for screening.
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