Gaps in Diagnosis and Treatment of Patients With Laboratory-Confirmed Diabetes: A National Cohort Study

OBJECTIVE To characterize gaps in diagnostic coding and pharmacologic treatment among adults with laboratory-confirmed diabetes. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study using national commercial and Medicare claims (2017–2023) linked to laboratory results. Adults with laboratory-confirmed diabetes and no prior diabetes/prediabetes were observed for 1 year. Outcomes were type 2 diabetes diagnostic coding and pharmacologic treatment initiation. RESULTS Among 27,650 adults with laboratory-confirmed diabetes, 66.6% received both a diagnosis code and pharmacologic treatment within 1 year; 19.7% received a diagnosis only, 4.1% received treatment only, and 9.6% received neither. Compared with HbA1c 6.5–6.9%, higher HbA1c was associated with progressively higher probabilities of diagnostic coding and treatment initiation, whereas greater comorbidity burden was associated with lower probabilities of both outcomes. CONCLUSIONS One-third of adults with laboratory-confirmed diabetes lacked claims-documented diagnostic coding, treatment, or both, with patterns of care defined by glycemic severity and comorbidity burden.

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Publication Details

Journal
Diabetes Care
Published
2026-10-05
DOI
https://doi.org/10.2337/dc26-1318
Primary Topic
Diabetes Treatment and Management
Type
article
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article

Gaps in Diagnosis and Treatment of Patients With Laboratory-Confirmed Diabetes: A National Cohort Study

Jim P. Stimpson, Yixin Tang, Robin Pena Bojorges, Joshua M. Liao
Diabetes Care
Diabetes Treatment and Management
article

Gaps in Diagnosis and Treatment of Patients With Laboratory-Confirmed Diabetes: A National Cohort Study

Jim P. Stimpson, Yixin Tang, Robin Pena Bojorges, Joshua M. Liao
article en

Abstract

OBJECTIVE To characterize gaps in diagnostic coding and pharmacologic treatment among adults with laboratory-confirmed diabetes. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study using national commercial and Medicare claims (2017–2023) linked to laboratory results. Adults with laboratory-confirmed diabetes and no prior diabetes/prediabetes were observed for 1 year. Outcomes were type 2 diabetes diagnostic coding and pharmacologic treatment initiation. RESULTS Among 27,650 adults with laboratory-confirmed diabetes, 66.6% received both a diagnosis code and pharmacologic treatment within 1 year; 19.7% received a diagnosis only, 4.1% received treatment only, and 9.6% received neither. Compared with HbA1c 6.5–6.9%, higher HbA1c was associated with progressively higher probabilities of diagnostic coding and treatment initiation, whereas greater comorbidity burden was associated with lower probabilities of both outcomes. CONCLUSIONS One-third of adults with laboratory-confirmed diabetes lacked claims-documented diagnostic coding, treatment, or both, with patterns of care defined by glycemic severity and comorbidity burden.

Diabetes Care
The University of Texas Southwestern Medical Center (US)
Openalex Percentile: Top 10%
Diabetes Treatment and Management
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