ArticleJAMA network open2022
Association of Area-Level Socioeconomic Deprivation With Hypoglycemic and Hyperglycemic Crises in US Adults With Diabetes.
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 43 papers.
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Who cites it
43 citing papers in PubMed.
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- Neighborhood Indices, Income, and Cardiovascular-Kidney-Metabolic Syndrome at the Census Tract Level.JAMA network open · 2026Article
- Comparison of the Association of Area-Based Deprivation Indices With Hypertension and Diabetes Control Outcomes.Journal of the American Heart Association · 2026Article
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- 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026.Diabetes care · 2026Review
- Neighborhood disadvantage predicts health resource utilization after lumbar spine surgery: a cohort study.Acta neurochirurgica · 2025Article
- Preoperative hemoglobin A1c and minimally invasive lumbar spine surgery: is it as critical as we think.Acta neurochirurgica · 2025Article
- Association Between Area Deprivation Index and Narcotic Prescriptions, Wound Complications, and Reoperation Rates after Soft Tissue Hand and Wrist Surgery.Journal of hand and microsurgery · 2025Article
- Heterogeneity of Cardiovascular Effects of Second-Line Glucose-Lowering Therapies in Adults With Type 2 Diabetes Across the Range of Moderate Baseline Cardiovascular Risk.Journal of the American Heart Association · 2025Article
- Association between bipolar disorder and diabetic ketoacidosis/hyperosmolar hyperglycemic state.Scientific reports · 2025Article
- Income and Severe Hypoglycemia in Type 2 Diabetes.JAMA network open · 2025Article
- The association of neighborhood-level deprivation with glioblastoma outcomes: a single center cohort study.Journal of neuro-oncology · 2025Article
- Incidence of Frailty, Dementia, and Disability Among Community-Living Older Americans According to County-Level Disadvantage.Journal of the American Geriatrics Society · 2025Article
- Observations of Glucagon-Prescribing Patterns for High-Risk People With Diabetes Within a Federally Qualified Health Center.Diabetes spectrum : a publication of the American Diabetes Association · 2025Article
- Looking Beyond the Individual: The Impact of Neighbourhood on Gestational Diabetes.Paediatric and perinatal epidemiology · 2025Article
- Rural-urban disparities in hospitalisation for myocardial infarction in systemic lupus erythematosus in the USA.Lupus science & medicine · 2025Article
- Predicting and Ranking Diabetic Ketoacidosis Risk Among Youth with Type 1 Diabetes with a Clinic-to-Clinic Transferrable Machine Learning Model.Diabetes technology & therapeutics · 2025Article
- Social Determinants of Health and Health Literacy in Emergency Patients with Diabetic Ketoacidosis.The western journal of emergency medicine · 2025Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Importance: Social determinants of health play a role in diabetes management and outcomes, including potentially life-threatening complications of severe hypoglycemia and diabetic ketoacidosis (DKA) or hyperglycemic hyperosmolar state (HHS). Although several person-level socioeconomic factors have been associated with these complications, the implications of area-level socioeconomic deprivation are unknown. Objective: To examine the association between area-level deprivation and the risks of experiencing emergency department visits or hospitalizations for hypoglycemic and hyperglycemic crises (ie, DKA or HHS). Design, Setting, and Participants: This cohort study used deidentified administrative claims data for privately insured individuals and Medicare Advantage beneficiaries across the US. The analysis included adults with diabetes who met the claims criteria for diabetes between January 1, 2016, and December 31, 2017. Data analyses were performed from November 17, 2020, to November 11, 2021. Exposures: Area deprivation index (ADI) was derived for each county for 2016 and 2017 using 17 county-level indicators from the American Community Survey. ADI values were applied to patients who were living in each county based on their index dates and were categorized according to county-level ADI quintile (with quintile 1 having the least deprivation and quintile 5 having the most deprivation). Main Outcomes and Measures: The numbers of emergency department visits or hospitalizations related to the primary diagnoses of hypoglycemia and DKA or HHS (ascertained using validated diagnosis codes in the first or primary position of emergency department or hospital claims) between 2016 and 2019 were calculated for each ADI quintile using negative binomial regression models and adjusted for patient age, sex, health plan type, comorbidities, glucose-lowering medication type, and percentage of White residents in the county. Results: The study population included 1 116 361 individuals (563 943 women [50.5%]), with a mean (SD) age of 64.9 (13.2) years. Of these patients, 343 726 (30.8%) resided in counties with the least deprivation (quintile 1) and 121 810 (10.9%) lived in counties with the most deprivation (quintile 5). Adjusted rates of severe hypoglycemia increased from 13.54 (95% CI, 12.91-14.17) per 1000 person-years in quintile 1 counties to 19.13 (95% CI, 17.62-20.63) per 1000 person-years in quintile 5 counties, corresponding to an incidence rate ratio of 1.41 (95% CI, 1.29-1.54; P < .001). Adjusted rates of DKA or HHS increased from 7.49 (95% CI, 6.96-8.02) per 1000 person-years in quintile 1 counties to 8.37 (95% CI, 7.50-9.23) per 1000 person-years in quintile 5 counties, corresponding to an incidence rate ratio of 1.12 (95% CI, 1.00-1.25; P = .049). Conclusions and Relevance: This study found that living in counties with a high area-level deprivation was associated with an increased risk of severe hypoglycemia and DKA or HHS. The concentration of these preventable events in areas of high deprivation signals the need for interventions that target the structural barriers to optimal diabetes management and health.
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