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Child Opportunity Index Predicts Outcomes in Pediatric Spine Trauma: A Novel Application of Social Determinants of
Gabriel Urreola1, Omar Ortuno1, Michael Juma1
1Department of Neurosurgery, University of California, Davis, Sacramento, CA 95618, USA.
Insights
Children with less opportunity and more social deprivation face worse outcomes in pediatric spine trauma. These social factors, measured by the Child Opportunity Index (COI) and Social Deprivation Index (SDI), predict disparities in care and recovery.
Area of Science:
- Pediatric Neurosurgery
- Health Services Research
- Social Determinants of Health
Background:
- Social factors significantly impact pediatric health outcomes but are underreported in pediatric neurosurgery.
- Understanding social determinants is crucial for improving care for pediatric spine trauma patients.
Purpose of the Study:
- To investigate the association between social factors, using the Child Opportunity Index (COI) and Social Deprivation Index (SDI), and clinical outcomes in pediatric spine trauma.
- To determine if social metrics predict clinical presentation, injury severity, and treatment outcomes.
Main Methods:
- Retrospective cohort study of pediatric spinal trauma patients at a Level 1 trauma center.
- Collected clinical data (MOI, LOS, treatment, disposition, polytrauma, follow-up) and social data (COI, SDI).
- Statistical analysis to compare social factors with clinical outcomes.
Main Results:
- Lower COI and higher SDI correlated with Medi-Cal insurance, Hispanic ethnicity, and violent mechanisms of injury.
- Female patients had higher rates of polytrauma and surgical intervention.
- Underserved populations experienced longer hospital stays and poorer follow-up adherence, linked to COI and SDI scores.
Conclusions:
- Social disparities are significantly associated with adverse outcomes in pediatric spine trauma.
- COI and SDI are valuable metrics for identifying and addressing health disparities.
- Further state and national research is warranted to understand and mitigate these disparities.
Abstract:
Objectives: Social factors play a crucial role in health outcomes for pediatric patients, yet in the neurosurgery pediatric literature, these factors are rarely reported. To develop a deeper understanding of pediatric spine trauma outcomes, we investigate demographic and social factors measured by the Child Opportunity Index (COI) and Social Deprivation Index (SDI). We hypothesize that social factors predict clinical presentation, injury severity, and clinical outcomes. Methods: We conducted a retrospective cohort study of pediatric patients treated for spinal trauma at a Level 1 trauma center in Sacramento, California. We collected patient clinical data such as mechanisms of injury (MOIs), length of stay (LOS), treatment type, hospital disposition, polytrauma incidence, and follow-up attendance. Each patient's social environment was characterized using COI and SDI metrics. Statistical comparisons were performed to assess associations between social factors and clinical outcomes. Results: Patients with worse childhood opportunity (lower COI and higher SDI) were more likely to be insured through Medi-Cal, identify as Hispanic, and experience violent MOI. Female patients were more likely to sustain polytrauma and had a higher likelihood of requiring surgical intervention. Additionally, patients from underserved communities demonstrated longer hospital stays and poorer follow-up adherence, with COI and SDI scores correlating with these disparities. Conclusion: Social disparities are associated with worse outcomes in pediatric spine trauma. We found COI and SDI to be valuable clinical metrics, motivating further research to be carried out at the state and national levels. These findings highlight health disparities in pediatric spine trauma.
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