Pediatric asthma population risk stratification using k-means clustering
Interventions to reduce pediatric asthma disparities should address social, economic, and environmental inequities. Clustering identified children from low child opportunity areas in Arkansas, with a high percentage of Black children, as a high-risk group for asthma exacerbations, underscoring the potential of population risk stratification for tailoring interventions.
Authors
- Erhan Ararat (ORCID: https://orcid.org/0000-0003-1880-4827)
- Arina Eyimina
- Clare C. Brown (ORCID: https://orcid.org/0000-0001-7149-4739)
- Tamara T. Perry (ORCID: https://orcid.org/0000-0003-1319-3465)
- Mandana Rezaeiahari (ORCID: https://orcid.org/0000-0002-8390-9118)
- Akilah A. Jefferson (ORCID: https://orcid.org/0000-0001-7190-5518)
- M.E. Boyd (ORCID: https://orcid.org/0000-0002-9296-8152)
- J. Mick Tilford (ORCID: https://orcid.org/0000-0003-3759-1644)
Institutions
- Arkansas Children's Hospital (US)
- University of Arkansas Medical Center (US)
- University of Arkansas for Medical Sciences (US)
Publication Details
- Journal
- Journal of Asthma
- Published
- 2025-08-29
- DOI
- https://doi.org/10.1080/02770903.2025.2552745
- Primary Topic
- Asthma and respiratory diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00