ArticleJournal of general internal medicine2015
Increased cardiovascular disease, resource use, and costs before the clinical diagnosis of diabetes in veterans in the southeastern U.S.
Article in Journal of general internal medicine, 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, 15 citations in OpenAlex.
- Glucose challenge test screening for prediabetes and early diabetes.Diabetic medicine : a journal of the British Diabetic Association · 2017Trial
- Incident Atherosclerotic Cardiovascular Disease Among Veterans by Gender Identity: A Cohort Study.Journal of general internal medicine · 2025Article
- Investigating use of diagnostic codes for post-COVID- 19 condition in Ontario health administrative data.BMC health services research · 2025Article
- Prevalent Atherosclerotic Cardiovascular Disease Among Veterans by Sexual Orientation.Journal of the American Heart Association · 2024Article
- Prevalence, correlates, and mental and physical health burden of cardiovascular disease in older U.S. military veterans.PLOS mental health · 2024Article
- Trajectory of Excess Medical Expenditures 10 Years Before and After Diabetes Diagnosis Among U.S. Adults Aged 25-64 Years, 2001-2013.Diabetes care · 2019Article
- Weight Trends in Veterans With and Without Diabetes, 2000 to 2014.Obesity (Silver Spring, Md.) · 2018Article
Corrections and comments
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Authors and funding
14 authors at 2 institutions in 1 country.
Funding
Abstract
importanceScreening for diabetes might be more widespread if adverse associations with cardiovascular disease (CVD), resource use, and costs were known to occur earlier than conventional clinical diagnosis.
objectiveThe purpose of this study was to determine whether adverse effects associated with diabetes begin prior to clinical diagnosis.
designVeterans with diabetes were matched 1:2 with controls by follow-up, age, race/ethnicity, gender, and VA facility. CVD was obtained from ICD-9 codes, and resource use and costs from VA datasets.
settingVA facilities in SC, GA, and AL.
participantsPatients with and without diagnosed diabetes.
main outcome measuresDiagnosed CVD, resource use, and costs.
resultsIn this study, the 2,062 diabetic patients and 4,124 controls were 63 years old on average, 99 % male, and 29 % black; BMI was 30.8 in diabetic patients vs. 27.8 in controls (p<0.001). CVD prevalence was higher and there were more outpatient visits in Year -4 before diagnosis through Year +4 after diagnosis among diabetic vs. control patients (all p<0.01); in Year -2, CVD prevalence was 31 % vs. 24 %, and outpatient visits were 22 vs. 19 per year, respectively. Total VA costs/year/veteran were higher in diabetic than control patients from Year -4 ($4,083 vs. $2,754) through Year +5 ($8,347 vs. $5,700) (p<0.003) for each, reflecting underlying increases in outpatient, inpatient, and pharmacy costs (p<0.05 for each). Regression analysis showed that diabetes contributed an average of $1,748/year to costs, independent of CVD (p<0.001). CONCLUSIONS AND RELEVANCE: VA costs per veteran are higher--over $1,000/year before and $2,000/year after diagnosis of diabetes--due to underlying increases in outpatient, inpatient, and pharmacy costs, greater number of outpatient visits, and increased CVD. Moreover, adverse associations with veterans' health and the VA healthcare system occur early in the natural history of the disease, several years before diabetes is diagnosed. Since adverse associations begin before diabetes is recognized, greater consideration should be given to systematic screening in order to permit earlier detection and initiation of preventive management. Keeping frequency of CVD and marginal costs in line with those of patients before diabetes is currently diagnosed has the potential to save up to $2 billion a year.
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