ArticleJAMA network open2021
Association Between Area-Level Socioeconomic Deprivation and Diabetes Care Quality in US Primary Care Practices.
Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 3 of them syntheses that pooled it.
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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
77 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- A systematic review and meta-analysis of the association between low socioeconomic status and all-cause mortality in patients with diabetes.Frontiers in public health · 2026Pooled it
- Improving Acceptability of mHealth Apps-The Use of the Technology Acceptance Model to Assess the Acceptability of mHealth Apps: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Social Disadvantage and Disparities in Chronic Liver Disease: A Systematic Review.The American journal of gastroenterology · 2024Pooled it
- Glycemic Control With Layperson-Delivered Telephone Calls vs Usual Care for Patients With Diabetes: A Randomized Clinical Trial.JAMA network open · 2024Trial
- Trends in Potentially Avoidable Hospitalisations Among People With Diabetes in Ireland; 2015-2024.Diabetes, obesity & metabolism · 2026Article
- Microvascular Complications of Food Insecurity in a Vulnerable Patient Population.Diseases (Basel, Switzerland) · 2026Article
- Association of socioeconomic status and lifestyle factors with incident diabetes among individuals with prediabetes: a prospective cohort study from UK Biobank.Preventive medicine reports · 2026Article
- Risk of Diabetes Mellitus and Its Association with Cardiorespiratory Endurance in Zenú Indigenous People in Momil, Córdoba, Colombia.International journal of environmental research and public health · 2026Article
- A Rare Case of Neck Abscess Caused by Salmonella.Cureus · 2026Article
- Factors Associated with Produce Prescription Program Enrollment and Benefit Use among Patients with Diabetes and at Risk for Food Insecurity.The Journal of nutrition · 2026Observational
- Association of community distress and risk of adverse events on the lung transplant waitlist.JHLT open · 2026Article
- Social Determinants of Health in Patients Undergoing Open Reduction and Internal Fixation for Distal Radius Fractures.Journal of wrist surgery · 2026Article
- Comparison of the Association of Area-Based Deprivation Indices With Hypertension and Diabetes Control Outcomes.Journal of the American Heart Association · 2026Article
- Association of Physical Activity and Socioeconomic Status With Glycaemic Control in Adults With Type 1 Diabetes: A Cross-Sectional Study Using CGM Data.Diabetes/metabolism research and reviews · 2026Article
- Using Health Information Systems to Support Behavioral Interventions in Local Contexts: Scoping Review.JMIR medical informatics · 2026Review
- Article
- Estimation of Mortality via the Neighborhood Atlas and Reproducible Area Deprivation Indices.JAMA network open · 2026Article
- Fill Patterns of Glucose-Lowering Drugs with Cardiovascular and Kidney Benefits in the Rural and Urban United States, 2012-2021.Journal of general internal medicine · 2026Article
- Neighborhood-level socioeconomic disadvantage is associated with gut microbial composition and diversity across many chronic disease states.Frontiers in public health · 2026Article
- Spatial and temporal disparities in general practitioner provision: a 21-year longitudinal analysis from Lower Saxony, Germany.International journal of health geographics · 2025Article
17 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Importance: Diabetes management operates under a complex interrelationship between behavioral, social, and economic factors that affect a patient's ability to self-manage and access care. Objective: To examine the association between 2 complementary area-based metrics, area deprivation index (ADI) score and rurality, and optimal diabetes care. Design, Setting, and Participants: This cross-sectional study analyzed the electronic health records of patients who were receiving care at any of the 75 Mayo Clinic or Mayo Clinic Health System primary care practices in Minnesota, Iowa, and Wisconsin in 2019. Participants were adults with diabetes aged 18 to 75 years. All data were abstracted and analyzed between June 1 and November 30, 2020. Main Outcomes and Measures: The primary outcome was the attainment of all 5 components of the D5 metric of optimal diabetes care: glycemic control (hemoglobin A1c <8.0%), blood pressure (BP) control (systolic BP <140 mm Hg and diastolic BP <90 mm Hg), lipid control (use of statin therapy according to recommended guidelines), aspirin use (for patients with ischemic vascular disease), and no tobacco use. The proportion of patients receiving optimal diabetes care was calculated as a function of block group-level ADI score (a composite measure of 17 US Census indicators) and zip code-level rurality (calculated using Rural-Urban Commuting Area codes). Odds of achieving the D5 metric and its components were assessed using logistic regression that was adjusted for demographic characteristics, coronary artery disease history, and primary care team specialty. Results: Among the 31 934 patients included in the study (mean [SD] age, 59 [11.7] years; 17 645 men [55.3%]), 13 138 (41.1%) achieved the D5 metric of optimal diabetes care. Overall, 4090 patients (12.8%) resided in the least deprived quintile (quintile 1) of block groups and 1614 (5.1%) lived in the most deprived quintile (quintile 5), while 9193 patients (28.8%) lived in rural areas and 2299 (7.2%) in highly rural areas. The odds of meeting the D5 metric were lower for individuals residing in quintile 5 vs quintile 1 block groups (odds ratio [OR], 0.72; 95% CI, 0.67-0.78). Patients residing in rural (OR, 0.84; 95% CI, 0.73-0.97) and highly rural (OR, 0.81; 95% CI, 0.72-0.91) zip codes were also less likely to attain the D5 metric compared with those in urban areas. Conclusions and Relevance: This cross-sectional study found that patients living in more deprived and rural areas were significantly less likely to attain high-quality diabetes care compared with those living in less deprived and urban areas. The results call for geographically targeted population health management efforts by health systems, public health agencies, and payers.
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