Evidence map›Paper›PMID 42334756›Full record

ArticleJournal of racial and ethnic health disparities2026

Racial and Ethnic Differences in Diabetes Treatment Modality Selection: The Role of Income and Sociodemographic Factors in NHANES 2017-2023, A Cross-Sectional Study.

Nuheila Ibrahim, Hanif Delemwine Ibrahim, Esther Latif Banda, Michelle Boakye

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Article in Journal of racial and ethnic health disparities, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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4 authors.

Nuheila IbrahimManning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA. nuheila.ibrahim001@umb.edu.ORCID http://orcid.org/0009-0001-1762-5854
Hanif Delemwine IbrahimSchool of Public Health, University of Ghana, Legon, Accra, Ghana.
Esther Latif BandaManning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA.
Michelle BoakyeManning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Racial and ethnic disparities in diabetes prevalence and outcomes are well documented; however less is known about whether the selection of treatment modality itself differs across racial groups after adjustment for clinical correlates of disease severity. This cross-sectional analysis used National Health and Nutrition Examination Survey (NHANES) data from the 2017-March 2020 and August 2021-August 2023 cycles. The primary analytical sample comprised 1,688 adults aged 18 years and older with physician-confirmed diabetes, after excluding 46 probable Type 1 cases. Treatment modality was categorized as insulin-only, oral medication-only (base outcome), combination therapy, or no medication, based on self-reported use of insulin and oral antidiabetic medications. Survey-weighted multinomial logistic regression adjusted for age, gender, education, income, birthplace, insurance, HbA1c, body mass index (BMI), and self-reported diabetes duration. Race and ethnicity remained a significant overall predictor of treatment modality after full adjustment (joint Wald p = 0.012). Other/Multi-Racial adults had 57% lower relative risk of insulin-only therapy than Non-Hispanic White (NHW) adults (relative risk ratio [RRR] = 0.43, 95% CI: 0.24-0.76, p = 0.005), and Other Hispanic and Other/Multi-Racial adults had lower relative risk of combination therapy (RRR = 0.56, p = 0.034 and RRR = 0.47, p = 0.043, respectively). Non-Hispanic Black (NHB) adults did not differ from NHWs at the population level. HbA1c, diabetes duration, BMI, and insurance status were the strongest predictors of treatment modality. An exploratory race-by-income interaction model produced a non-significant joint test (p = 0.259) and is reported as hypothesis-generating. Differences in modality use persist after adjustments, suggesting that structural and healthcare-system factors may contribute to treatment variation independently of measured clinical and socioeconomic characteristics.

Indexed as

Diabetes mellitusHealth equityIncomeNHANESRacial disparitiesTreatment modalities

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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 Socratic graph.