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Documentation of social determinants of health for patients with type 2 diabetes in Epic Cosmos

Publication ,  Journal Article
Kukhareva, PV; O'Brien, MJ; Malone, DC; Kawamoto, K; Gouripeddi, R; Reddy, D; Zhang, M; Deshmukh, VG; Danks, D; Facelli, JC
Published in: JAMIA Open
October 1, 2025

Objectives Type 2 diabetes (T2D) is a growing public health burden with persistent racial and ethnic disparities.. This study assessed the completeness of social determinants of health (SdoH) data for patients with T2D in Epic Cosmos, a nationwide, cross-institutional electronic health recors (EHR) database. Materials and Methods The study included adults with T2D (ICD-10: E11.∗) with encounters between 2022 and 2024. We analyzed 11 individual-level SDoH data elements across 5 domains - financial strain, food insecurity, housing instability, intimate partner violence, and transportation needs - and 4 components of the Social Vulnerability Index (SVI), representing neighborhood-level SDoH. Data completeness for each data element (ie, the proportion of individuals with non-missing values) was evaluated using generalized linear models, adjusting for source healthcare organization, sex, and age. Results Among 12 031 927 individuals with T2D, adjusted completeness for individual-level SDoH data elements ranged from 11.2% to 31.5%, varying by data element and racial/ethnic group. American Indian or Alaska Native, Asian, Hispanic, and Native Hawaiian or Other Pacific Islander individuals had lower completeness for all individual-level SDoH compared to White individuals. In contrast, SVI data elements were available for nearly all patients since they are derived from patient addresses routinely collected in EHRs. Discussion While SVI data elements were widely available, individual-level SDoH data elements had significant missingness, limiting their usability for secondary analyses. Racial/ethnic disparities in SDoH completeness further complicate their use. Conclusion Standardized, equitable SDoH collection is critical to close documentation gaps, reduce disparities, and enable accurate, bias-resistant analyses in T2D care.

Duke Scholars

Published In

JAMIA Open

DOI

EISSN

2574-2531

Publication Date

October 1, 2025

Volume

8

Issue

5

Related Subject Headings

  • 4203 Health services and systems
 

Citation

APA
Chicago
ICMJE
MLA
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Kukhareva, P. V., O’Brien, M. J., Malone, D. C., Kawamoto, K., Gouripeddi, R., Reddy, D., … Facelli, J. C. (2025). Documentation of social determinants of health for patients with type 2 diabetes in Epic Cosmos. JAMIA Open, 8(5). https://doi.org/10.1093/jamiaopen/ooaf095
Kukhareva, P. V., M. J. O’Brien, D. C. Malone, K. Kawamoto, R. Gouripeddi, D. Reddy, M. Zhang, V. G. Deshmukh, D. Danks, and J. C. Facelli. “Documentation of social determinants of health for patients with type 2 diabetes in Epic Cosmos.” JAMIA Open 8, no. 5 (October 1, 2025). https://doi.org/10.1093/jamiaopen/ooaf095.
Kukhareva PV, O’Brien MJ, Malone DC, Kawamoto K, Gouripeddi R, Reddy D, et al. Documentation of social determinants of health for patients with type 2 diabetes in Epic Cosmos. JAMIA Open. 2025 Oct 1;8(5).
Kukhareva, P. V., et al. “Documentation of social determinants of health for patients with type 2 diabetes in Epic Cosmos.” JAMIA Open, vol. 8, no. 5, Oct. 2025. Scopus, doi:10.1093/jamiaopen/ooaf095.
Kukhareva PV, O’Brien MJ, Malone DC, Kawamoto K, Gouripeddi R, Reddy D, Zhang M, Deshmukh VG, Danks D, Facelli JC. Documentation of social determinants of health for patients with type 2 diabetes in Epic Cosmos. JAMIA Open. 2025 Oct 1;8(5).
Journal cover image

Published In

JAMIA Open

DOI

EISSN

2574-2531

Publication Date

October 1, 2025

Volume

8

Issue

5

Related Subject Headings

  • 4203 Health services and systems