Examining housing insecurity and transportation barriers in pediatric hospital readmissions: insights from structured and unstructured data
Leveraging unstructured data enhances SDOH identification and reveals stronger associations with hospital and ED readmissions. A hybrid approach enables improved risk stratification and targeted interventions to address pediatric health disparities.
Authors
- William A. Brown (ORCID: https://orcid.org/0000-0003-4322-4859)
- Shivani Mehta (ORCID: https://orcid.org/0000-0002-1417-6694)
- Urmimala Sarkar (ORCID: https://orcid.org/0000-0003-4213-4405)
- Matthew S. Pantell (ORCID: https://orcid.org/0000-0002-2104-5553)
- Yulin Hswen (ORCID: https://orcid.org/0000-0003-3203-1322)
- Nathan Tran
Institutions
- San Francisco General Hospital (US)
- University of California, San Francisco (US)
- San Francisco AIDS Foundation (US)
- University of San Francisco (US)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2025-08-01
- DOI
- https://doi.org/10.1093/jamia/ocaf135
- Primary Topic
- Food Security and Health in Diverse Populations
- Type
- article
- Field-Weighted Citation Impact
- 0.00