SynthesisHealth services research2020
Systematic review and meta-analysis of patient race/ethnicity, socioeconomics, and quality for adult type 2 diabetes.
Synthesis in Health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
30 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Systems, Social, and Individual Factors Influencing Glycemic Control Among American Indian/Alaska Native Adults with Type 2 Diabetes: A Systematic Review.Journal of racial and ethnic health disparities · 2026Pooled it
- Newer Pharmacologic Treatments in Adults With Type 2 Diabetes: A Clinical Guideline From the American College of Physicians.Annals of internal medicine · 2024Guideline
- The Impact of Providing Material Benefits to Improve Access to Food on Clinical Parameters, Dietary Intake, and Household Food Insecurity in People with Diabetes: A Systematic Review with Narrative Synthesis.Advances in nutrition (Bethesda, Md.) · 2023Pooled it
- Cardiovascular outcomes of antidiabetes medications by race/ethnicity: A systematic review and meta-analysis.Journal of diabetes and its complications · 2021Pooled it
- Systematic review and meta-analysis of patient race/ethnicity, socioeconomics, and quality for adult type 2 diabetes.Health services research · 2020Pooled it
- Effect of the initial combination approach vs initial monotherapy approach on 1-year trajectories of adherence in drug-naive patients with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026Article
- Social determinants of health and recommended A1C monitoring among women with postpartum-onset diabetes: results from a retrospective cohort.BMJ open diabetes research & care · 2026Article
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- Intersection of Gender-Race/Color and Glycemic Control in Diabetes in Nine Years of Follow-up of the ELSA-Brazil Cohort.Journal of racial and ethnic health disparities · 2025Article
- Extended Roles in Healthcare Delivery: What Is the Role of the Laboratory in Addressing Ethnicity-Related Healthcare Disparities?Diagnostics (Basel, Switzerland) · 2025Article
- Effects of the type and quality of usual source of care on medical expenditures in adults with diabetes before and during the COVID‑19 pandemic: a panel data analysis using the Korea Health Panel (2019-2022).BMC health services research · 2025Article
- Social inequalities in diabetes incidence and quality of care: results from a cohort study in the Lazio region, Italy.BMJ open · 2025Article
- The Role of Psychological Health in Cardiovascular Health: A Racial Comparison.Healthcare (Basel, Switzerland) · 2025Article
- Disparities in Diabetes Distress and Nutrition Management Among Black and Hispanic Adults: A Mixed Methods Exploration of Social Determinants.The science of diabetes self-management and care · 2025Article
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- Patient-level factors associated with hemoglobin A1C testing in Alabama Medicaid beneficiaries with diabetes.Primary care diabetes · 2023Article
- Preventive care recommendations to promote health equity.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2023Article
- Racial and Ethnic Equity in Care for Hypertension and Diabetes in an Urban Indian Health Organization.Journal of racial and ethnic health disparities · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo review the evidence of the association between performance in eight indicators of diabetes care and a patient's race/ethnicity and socioeconomic characteristics. DATA SOURCE: Studies of adult patients with type 2 diabetes in MEDLINE published between January 1, 2000, and December 31, 2018. STUDY
designSystematic review and meta-analysis of regression-based studies including race/ethnicity and income or education as explanatory variables. Meta-analysis was used to quantify differences in performance associated with patient race/ethnicity or socioeconomic characteristics. The systematic review was used to identify potential mechanisms of disparities. DATA COLLECTION: Two coauthors separately conducted abstract screening, study exclusions, data extraction, and scoring of retained studies. Estimates in retained studies were extracted and, where applicable, were standardized and converted to odds ratios and standard errors. PRINCIPAL
findingsPerformance in intermediate outcomes and process measures frequently exhibited differences by race/ethnicity even after adjustment for socioeconomic, lifestyle, and health factors. Meta-analyses showed black patients had lower odds of HbA1c and blood pressure (BP) control (OR range: 0.67-0.68, P < .05) but higher odds of receiving eye or foot examination (OR range: 1.22-1.47, P < .05) relative to white patients. A high school degree or more was associated with higher odds of HbA1c control and receipt of eye examinations compared to patients without a degree. Meta-analyses of income included a handful of studies and were inconsistently associated with diabetes care performance. Differences in diabetes performance appear to be related to access-related factors such as uninsurance or lacking a usual source of care; food insecurity and trade-offs at very low incomes; and lower adherence among younger and healthier diabetes patients.
conclusionsPatient race/ethnicity and education were associated with differences in diabetes quality measures. Depending on the approach used to rate providers, not adjusting for these patient characteristics may penalize or reward providers based on the populations they serve.
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Registered trials
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.