Affiliation:
1. ICF, Inc. Reston Virginia USA
2. Washington & Jefferson College Washington Pennsylvania USA
3. Pediatric Hematology Oncology, Helen DeVos Children's Hospital Grand Rapids Michigan USA
4. Department of Pediatrics and Human Development, College of Human Medicine Michigan State University Grand Rapids Michigan USA
5. Pediatric Intensive Care Unit Helen DeVos Children's Hospital Grand Rapids Michigan USA
6. Department of Pediatrics, Division of Critical Care Medicine University of California San Francisco California USA
7. Office of Research, Corewell Health Grand Rapids Michigan USA
Abstract
AbstractObjectiveTo evaluate social drivers of health and how they impact pediatric oncology patients' clinical outcomes during pediatric intensive care unit (PICU) admission via correlation with patient ZIP codes.MethodsDemographic, clinical, and outcome variables from Virtual Pediatric Systems®, LLC for oncology patients (2009–2021) in California PICUs (excluding postoperative) using 3‐digit ZIP Codes with social drivers of health variables linguistic isolation, poverty, race/ethnicity, and education abstracted from American Community Survey data for 3‐digit ZIP Codes using the Environmental Protection Agency's EJScreen tool. Outcomes of length of stay (LOS), mortality, acuity scores, were compared with social variables.ResultsPositive correlation between mortality and minority racial groups (Hispanic/Latino) across ZIP Codes (correlation coefficients of 0.45 (95% CI: 0.22–0.64, p < 0.001) in 2017, 0.50 (95% CI: 0.27–0.68, p < 0.001) in 2018, 0.33 (95% CI: 0.07–0.54, p = 0.013) in 2020, and 0.32 (95% CI: 0.06–0.53, p = 0.018) in 2021). Median PICU length of stay significantly correlated with linguistic isolation (coefficient of 0.42 (95% CI: 0.18–0.61, p = 0.001) in 2021 versus −0.41 (95% CI: −0.61 to −0.16, p = 0.002) in 2019), which included PRISMIII (n = 7417). Mixed effects logistic regression model for other constant variables (PRISMIII, cancer type, race/ethnicity, year), random effect of patient, linguistic isolation (percentage as a continuous value) was significantly associated (95% CI: 1.01–1.06; p = 0.02) with mortality; (OR = 1.03).ConclusionsLinguistic isolation was correlated with LOS and mortality, however variable year to year.
Funder
National Institutes of Health