ArticleDiabetes care2019
The Economic Burden of Elevated Blood Glucose Levels in 2017: Diagnosed and Undiagnosed Diabetes, Gestational Diabetes Mellitus, and Prediabetes.
Article in Diabetes care, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04511468 (A Combination of Zinc, Chromium, Vitamin C, and Copper Supplement for Prediabetes Progression), which is not on this map. Cited by 125 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
A Combination of Zinc, Chromium, Vitamin C, and Copper Supplement for Prediabetes Progression: Randomized Controlled-Trial in Jakarta
Who cites it
125 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Unmasking the silent epidemic: a comprehensive systematic review and meta-analysis of undiagnosed diabetes in Ethiopian adults.Frontiers in endocrinology · 2024Pooled it
- Dietary supplementation for gestational diabetes prevention and management: a meta-analysis of randomized controlled trials.Archives of gynecology and obstetrics · 2021Pooled it
- Enhanced Participation in Diabetes Screening and Care After Gestational Diabetes Through Community Health Workers: Results from the Es Mejor Saber Randomized Controlled Trial.Journal of immigrant and minority health · 2024Trial
- The Economic Burden of Gestational Diabetes and Body Mass Index Changes Between Pregnancies: A Retrospective Cohort Study.BJOG : an international journal of obstetrics and gynaecology · 2026Article
- An interpretable progressive residual network for automated multiclass diabetes diagnosis.Scientific reports · 2026Article
- Income and risk of type 2 diabetes incidence varied associations according to obesity status: a nationwide study.BMC public health · 2026Article
- Work productivity, associated risk factors and costs on presenteeism and absenteeism in Chinese patients with young-onset type-2 diabetes in Hong Kong.Diabetes, obesity & metabolism · 2026Article
- A 'Standard of Care PLUS' Model for Preterm Birth Prevention: Integrating Nutrient and Gene Variant Analysis with Targeted Interventions.Journal of personalized medicine · 2026Article
- Use of the Pay-for-Performance Program in Reducing Sarcopenia Risk: A Nested Case-Control Study Among Patients with Type 2 Diabetes Mellitus.Medicina (Kaunas, Lithuania) · 2026Article
- An iterative mindset approach as an adjunct to the national diabetes prevention program: a randomized trial assessing retention, engagement and weight loss.BMC digital health · 2026Article
- Real-world evidence for herbal medicine benefit in 9728 type 2 diabetes patients-peridonotitis risk and ambulatory care utilization.World journal of diabetes · 2025Article
- Development and multicenter validation of a novel model for selective screening of gestational diabetes mellitus: the Vietnam gestational diabetes mellitus study.BMC pregnancy and childbirth · 2025Article
- A Computational Glucoregulatory Model of Liver and Glucagon for the Evaluation of Therapeutics.ACS pharmacology & translational science · 2025Article
- Family History of Diabetes: Neighborhood and Familial Risks in African American Youth Living in Public Housing.Healthcare (Basel, Switzerland) · 2025Article
- Association between maternal serum essential trace element concentration in early pregnancy and gestational diabetes mellitus.Nutrition & diabetes · 2025Article
- Undiagnosed diabetes mellitus among older adults: a harmonized cross-country analysis of prevalence, regional disparities and risk factors in 11 European countries and Israel.BMC public health · 2025Article
- Lifestyle Modification Programs and Interventions on Prediabetes in Saudi Arabia: A Systematic Scoping Review.Journal of prevention (2022) · 2025Article
- Article
- Lifestyle Interventions for Treatment and Remission of Type 2 Diabetes and Prediabetes in Adults: A Clinical Practice Guideline From the American College of Lifestyle Medicine.American journal of lifestyle medicine · 2025Article
- Plain Language Summary: Lifestyle Interventions for Treatment and Remission of Type 2 Diabetes and Prediabetes in Adults.American journal of lifestyle medicine · 2025Article
65 more citing papers are in PubMed but not listed here.
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThis study was conducted to update national estimates of the economic burden of undiagnosed diabetes, prediabetes, and gestational diabetes mellitus (GDM) in the United States for year 2017 and provide state-level estimates. Combined with published estimates for diagnosed diabetes, these updated statistics provide a detailed picture of the economic costs associated with elevated blood glucose levels. RESEARCH DESIGN AND
methodsThis study estimated medical expenditures exceeding levels occurring in the absence of diabetes or prediabetes and the indirect economic burden associated with reduced labor force participation and productivity. Data sources analyzed included Optum medical claims for ∼5.8 million commercially insured patients continuously enrolled from 2013 to 2015, Medicare Standard Analytical Files containing medical claims for ∼2.8 million Medicare patients in 2014, and the 2014 Nationwide Inpatient Sample containing ∼7.1 million discharge records. Other data sources were the U.S. Census Bureau, Centers for Disease Control and Prevention, and Centers for Medicare & Medicaid Services.
resultsThe economic burden associated with diagnosed diabetes (all ages), undiagnosed diabetes and prediabetes (adults), and GDM (mothers and newborns) reached nearly $404 billion in 2017, consisting of $327.2 billion for diagnosed diabetes, $31.7 billion for undiagnosed diabetes, $43.4 billion for prediabetes, and nearly $1.6 billion for GDM. Combined, this amounted to an economic burden of $1,240 for each American in 2017. Annual burden per case averaged $13,240 for diagnosed diabetes, $5,800 for GDM, $4,250 for undiagnosed diabetes, and $500 for prediabetes.
conclusionsUpdated statistics underscore the importance of reducing the burden of prediabetes and diabetes through better detection, prevention, and treatment.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.