Observational studyBMJ (Clinical research ed.)2015
HbA1c overtesting and overtreatment among US adults with controlled type 2 diabetes, 2001-13: observational population based study.
Observational study in BMJ (Clinical research ed.), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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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.
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Who cites it
28 citing papers in PubMed, 60 citations in OpenAlex.
- Trial
- Circadian troponin dynamics reveal sex-specific signals for acute coronary syndrome evaluation.Internal and emergency medicine · 2026Article
- Article
- Primary care insights on the management of diabetes: results from a mixed method study of care changes and impacts during the COVID-19 pandemic.Family practice · 2025Article
- Comparing the effectiveness and cost-effectiveness of alternative type 2 diabetes monitoring intervals in resource limited settings.Health policy and planning · 2024Article
- Healthcare Utilization and Discrepancies by Income Level Among Patients With Newly Diagnosed Type 2 Diabetes in Korea: An Analysis of National Health Insurance Sample Cohort Data.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2024Article
- Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes.Diabetes research and clinical practice · 2023Article
- High-frequency HbA1c testing among older patients with diabetes in Japan: a longitudinal analysis using medical claims data.Diabetology international · 2022Article
- Variability in Test Interval Is Linked to Glycated Haemoglobin (HbA1c) Trajectory over Time.Journal of diabetes research · 2022Article
- Associations between regular GP contact, diabetes monitoring and glucose control: an observational study using general practice data.BMJ open · 2021Observational
- De-implementing low-value care in endocrinology.Endocrine · 2021Review
- Clinical Inertia and 2-Year Glycaemic Trajectories in Patients with Non-Newly Diagnosed Type 2 Diabetes Mellitus in Primary Care: A Retrospective Cohort Study.Patient preference and adherence · 2021Article
- What methods are being used to create an evidence base on the use of laboratory tests to monitor long-term conditions in primary care? A scoping review.Family practice · 2020Article
- Assessment of Trends in Statin Therapy for Secondary Prevention of Atherosclerotic Cardiovascular Disease in US Adults From 2007 to 2016.JAMA network open · 2020Article
- Development and evaluation of a patient-centered quality indicator for the appropriateness of type 2 diabetes management.BMJ open diabetes research & care · 2020Article
- Trends and Between-Physician Variation in Laboratory Testing: A Retrospective Longitudinal Study in General Practice.Journal of clinical medicine · 2020Article
- Dysregulation of miR-210 is involved in the development of diabetic retinopathy and serves a regulatory role in retinal vascular endothelial cell proliferation.European journal of medical research · 2020Article
- Effectiveness of monthly and bimonthly follow-up of patients with well-controlled type 2 diabetes: a propensity score matched cohort study.BMC endocrine disorders · 2019Article
- Timings for HbADiabetic medicine : a journal of the British Diabetic Association · 2019Article
- Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c.Journal of biomedical informatics · 2019Article
Corrections and comments
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Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
Abstract
study questionWhat is the extent and effect of excessive testing for glycated hemoglobin (HbA1c) among adults with controlled type 2 diabetes?
methodsA retrospective analysis of data from a national administrative claims database included commercially insured individuals in the USA, 2001-13. Study patients were aged 18 years or older, had type 2 diabetes with stable glycemic control (two consecutive tests showing HbA1c<7.0% within 24 months), did not use insulin, had no history of severe hypoglycemia or hyperglycemia, and were not pregnant. HbA1c testing frequency was measured within 24 months after the second (index) HbA1c test, and classified as guideline recommended (≤ 2 times/year), frequent (3-4 times/year), and excessive (≥ 5 times/year). Changes in treatment regimen were ascertained within three months of the index test. STUDY ANSWER AND LIMITATIONS: Of 31,545 patients in the study cohort (mean age 58 years; mean index HbA1c 6.2%), HbA1c testing frequency was excessive in 6% and frequent in 55%. Despite good glycemic control at baseline, treatment was further intensified by addition of glucose lowering drugs or insulin in 8.4% of patients (comprising 13%, 9%, and 7% of those tested excessively, frequently, and per guidelines, respectively; P<0.001). Compared with guideline recommended testing, excessive testing was associated with treatment intensification (odds ratio 1.35 (95% confidence interval 1.22 to 1.50)). Excessive testing rates remained unchanged in 2001-08, but fell significantly after 2009. The odds of excessive testing was 46% lower in 2011 than in 2001-02. The study population is not representative of all US patients with type 2 diabetes because it was restricted to commercially insured adults with stable and controlled diabetes not receiving insulin treatment. The study design did not capture the underuse of HbA1c testing. WHAT THIS STUDY ADDS: In this US cohort of adults with stable and controlled type 2 diabetes, more than 60% received too many HbA1c tests, a practice associated with potential overtreatment with hypoglycemic drugs. Excessive testing contributes to the growing problem of waste in healthcare and increased patient burden in diabetes management. FUNDING, COMPETING INTERESTS, DATA SHARING: NDS and RGM are funded partly by the Agency for Healthcare Research and Quality (R18HS18339) and AcademyHealth Delivery System Science Fellowship (2013), respectively. No competing interests declared. Additional data are available from mccoy.rozalina@mayo.edu.
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