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February 12, 2026PLoS ONE0 citationsOpen Access

Differential impact of admission type and clinical complexity on diabetes hospitalization costs among African American and hispanic patients in Southeastern Virginia

IMIsmail El MouddenAAAsra AmidiRSReem Sharaf-Alddin

Key Points

  • This research aims to identify the predictors of hospitalization costs for African American and Hispanic patients with diabetes in Southeastern Virginia.
  • Analyzed 6,011 hospital discharges from 2016 to 2020 via the Virginia Health Information database.
  • Classified discharges by Medicare Severity Diagnosis-Related Groups based on complications.
  • Employed log-linear regression to understand cost distributions and predictors.
  • Mean age varied by classification, with patients without complications being younger.
  • Urgent admission significantly increased costs for patients without major complications by 239.5%.
  • Readmission effects varied by classification; DCC and DWO showed increases in costs, while the effect in DMCC diminished.

Abstract

Background Diabetes mellitus (DM) imposes substantial healthcare costs with documented disparities among African Americans and Hispanic patients. To inform care delivery and resource allocation, this study identified hospitalization cost predictors among African American and Hispanic patients with diabetes in Southeastern Virginia. Methods We analyzed 6,011 hospital discharges from the Virginia Health Information database (2016–2020) for adults aged 18–85 with diabetes. Discharges were classified by Medicare Severity Diagnosis-Related Groups: DM with complications/comorbidities (DCC, n = 3,328), DM with major complications/comorbidities (DMCC, n = 1,518), and DM without major complications/comorbidities (DWO, n = 1,165). Because cost distributions were right-skewed (skewness 3.5–8.24), we used log-linear regression with robust standard errors and back-transformed coefficients to percentage changes. Results Mean age differed by classification: DWO 38.7 ± 17.2 years, DCC 47.4 ± 17.4, DMCC 54.9 ± 17.4. The cohort was predominantly African American (98.2–99.1%). For DWO, urgent admission was the strongest predictor, associated with 239.5% higher costs versus emergency admissions (95% CI, 220.8–258.2; p < 0.001). Other significant predictors included skilled nursing facility discharge (SNF) (69.7–119.2% increase), primary procedures (11.0–53.8% increase), and peptic ulcer disease (66.1–135.8% increase. Readmission effects varied by classification: in univariable models, readmission was associated with 5.8% lower costs in DMCC (p < 0.001); in multivariable models, this association attenuated and was not statistically significant (−3.5%; 95% CI, −9.0 to 2.3; p = 0.230). By contrast, DCC and DWO showed increases of 13.7% and 6.0%, respectively. Conclusions Admission type particularly urgent admissions among patients without major complications, was a key cost driver. Findings support risk stratification in all emergency departments, with priority in systems serving large proportions of minority patients. Heterogeneous readmission effects across classifications indicated the need for nuanced quality metrics. These results provided baseline data for predictive modeling to improve diabetes care and reduce disparities in minority populations.

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Cite This Study

Moudden et al. (2026) studied this question.

synapsesocial.com/papers/698d6edc5be6419ac0d54b98https://doi.org/10.1371/journal.pone.0342483
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