Evidence map›Paper›PMID 36538330›Full record

ArticleJAMA network open2022

Trends and Disparities in Glycemic Control and Severe Hyperglycemia Among US Adults With Diabetes Using Insulin, 1988-2020.

Siddharth Venkatraman, Justin B Echouffo-Tcheugui, Elizabeth Selvin, Michael Fang

Abstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

29 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Diabetes as a risk factor for tuberculosis disease.The Cochrane database of systematic reviews · 2024
    Pooled it
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  6. The effects of improved access to diabetes medications on risk of Alzheimer's disease and related dementias.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
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  8. Leveraging Machine Learning to Assess Post-COVID-19 Glycemic Control in Diabetic Patients.International journal of environmental research and public health · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Siddharth VenkatramanJohns Hopkins University School of Medicine, Baltimore, Maryland.
Justin B Echouffo-TcheuguiWelch Center for Prevention, Epidemiology, and Clinical Research, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Elizabeth SelvinWelch Center for Prevention, Epidemiology, and Clinical Research, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Michael FangWelch Center for Prevention, Epidemiology, and Clinical Research, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.

Funding

Establishing the Pathways Between Diabetes and Cardiac Dysfunction: Epidemiology, Biomarkers, and ImagingK23HL153774 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI ECHOUFFO TCHEUGUI, JUSTIN BASILE · 2020 to 2024
$991k
Research and Mentoring in the Clinical Epidemiology of Cardiovascular Disease and Type 2 DiabetesK24HL152440 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI SELVIN, ELIZABETH · 2020 to 2024
$612k
NHLBI NIH HHS K23 HL153774NHLBI NIH HHS K24 HL152440
6 · The paper itself

Abstract

Importance: There have been major advances in insulin delivery and formulations over the past several decades. It is unclear whether these changes have resulted in improved glycemic control for patients with diabetes. Objective: To characterize trends and disparities in glycemic control and severe hyperglycemia in US adults with diabetes using insulin. Design, Setting, and Participants: This serial population-based cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) between 1988-1994 and 1999-2020. Participants were nonpregnant US adults aged 20 years or older who had a diagnosis of diabetes and were currently using insulin. Exposures: Diabetes diagnosis and use of insulin. Main Outcomes and Measures: Trends in glycemic control (glycated hemoglobin [HbA1c] level <7%) and severe hyperglycemia (HbA1c level >10%; to convert percentage of total hemoglobin to proportion of total hemoglobin, multiply by 0.01; to convert to millimoles per mole, multiply by 10.93 and subtract by 23.50) overall and by age, race and ethnicity, and indicators of socioeconomic status were evaluated using logistic regression. Analyses incorporated sample weights to account for oversampling of certain populations and survey nonresponse. Results: There were 2482 participants with diabetes using insulin included in the analyses (mean [SD] age, 59.8 [0.4] years); 51.3% were men, 7.0% were Mexican American individuals, 17.9% were non-Hispanic Black individuals, and 65.2% were non-Hispanic White individuals. From 1988-1994 to 2013-2020, the proportion of patients with diabetes who received insulin and achieved glycemic control did not significantly change, from 29.2% (95% CI, 22.6%-36.8%) to 27.5% (95% CI, 21.7%-34.2%). Mexican American adults who received insulin were less likely than non-Hispanic White adults to achieve glycemic control, and disparities increased during the study period. The proportion of adults with severe hyperglycemia did not significantly change and was 14.6% (95% CI, 12.0-17.5) in 2013-2020. Adults who were Mexican American or non-Hispanic Black, were uninsured, or had low family income had the highest prevalence of severe hyperglycemia. Conclusions and Relevance: In this population-based cross-sectional study of NHANES data over the past 3 decades, glycemic control stagnated and racial and ethnic disparities increased among US adults with diabetes who received insulin. Efforts to improve access to insulin may optimize glycemic control and reduce disparities in this population.

Indexed as

Diabetes MellitusHyperglycemiaAdultCross-Sectional StudiesFemaleGlycated HemoglobinGlycemic ControlHumansInsulinInsulin, Regular, HumanMaleMiddle AgedNutrition SurveysGlycated HemoglobinInsulinInsulin, Regular, Human

Identifiers

PMID36538330
PMCPMC9856837

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Registered trials

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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.