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Urreola G, Ortuno O, Juma M, Castillo J. Child Opportunity Index Predicts Outcomes in Pediatric Spine Trauma: A Novel Application of Social Determinants of Health. CHILDREN (BASEL, SWITZERLAND) 2025; 12:380. [PMID: 40150662 PMCID: PMC11941705 DOI: 10.3390/children12030380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2025] [Revised: 03/11/2025] [Accepted: 03/14/2025] [Indexed: 03/29/2025]
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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Affiliation(s)
- Gabriel Urreola
- Department of Neurosurgery, University of California, Davis, Sacramento, CA 95618, USA; (O.O.); (M.J.); (J.C.)
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Hengartner AC, Serrato P, Sayeed S, Sadeghzadeh S, Prassinos AJ, Alperovich M, DiLuna M, Elsamadicy AA. Sociodemographic Disparities and Postoperative Outcomes Following Cranial Vault Remodeling for Craniosynostosis: Analysis of the 2012 to 2021 NSQIP-Pediatric Database. J Craniofac Surg 2024; 35:1310-1314. [PMID: 38752737 DOI: 10.1097/scs.0000000000010303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 04/11/2024] [Indexed: 07/24/2024] Open
Abstract
OBJECTIVE The objective of this study was to assess whether race and ethnicity are independent predictors of inferior postoperative clinical outcomes, including increased complication rates, extended length of stay (LOS), and unplanned 30-day readmission following cranial vault repair for craniosynostosis. METHODS A retrospective cohort study was performed using the American College of Surgeons National Surgical Quality Improvement Program-Pediatric database. Pediatric patients under 2 years of age undergoing cranial vault repair for craniosynostosis between 2012 and 2021 were identified using the International Classification of Diseases-9/10 and Current Procedural Terminology codes. Patients were dichotomized into 4 cohorts: non-Hispanic White (NHW), non-Hispanic Black (NHB), Hispanic, and other. Only patients with available race and ethnicity data were included in this study. Patient demographics, comorbidities, surgical variables, postoperative adverse events, and hospital resource utilization were assessed. Multivariate logistic regression analysis was used to assess the impact of race on complications, extended LOS, and unplanned readmissions. RESULTS In our cohort of 7764 patients, 72.80% were NHW, 8.44% were NHB, 15.10% were Hispanic, and 3.67% were categorized as "other." Age was significantly different between the 4 cohorts ( P <0.001); NHB patients were the oldest, with an average age of 327.69±174.57 days old. Non-Hispanic White experienced the least adverse events while NHB experienced the most ( P =0.01). Total operative time and hospital LOS were shorter for NHW patients ( P <0.001 and P <0.001, respectively). Rates of unplanned 30-day readmission, unplanned reoperation, and 30-day mortality did not differ significantly between the 4 cohorts. On multivariate analysis, race was found to be an independent predictor of extended LOS [NHB: adjusted odds ratio: 1.30 (1.04-1.62), P=0.021; other: 2.28 (1.69-3.04), P =0.005], but not of complications or readmission. CONCLUSIONS Our study demonstrates that racial and ethnic disparities exist among patients undergoing cranial vault reconstruction for craniosynostosis. These disparities, in part, may be due to delayed age of presentation among non-Hispanic, non-White patients. Further investigations to elucidate the underlying causes of these disparities are necessary to address gaps in access to care and provide equitable health care to at-risk populations.
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Affiliation(s)
| | | | | | | | - Alexandre J Prassinos
- Plastic and Reconstructive Surgery, Yale University School of Medicine, New Haven, CT
| | - Michael Alperovich
- Plastic and Reconstructive Surgery, Yale University School of Medicine, New Haven, CT
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Gupta P, Palosaari A, Quan T, Ifarraguerri AM, Tabaie S. Evaluating the association between race and complications following pediatric upper extremity surgery. J Pediatr Orthop B 2023; 32:553-556. [PMID: 36912085 DOI: 10.1097/bpb.0000000000001073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
Abstract
Race can influence perioperative care and outcomes in adult and pediatric orthopedic surgery. However, no prior study has evaluated any associations between race and complications following upper extremity surgery in pediatric patients. Thus, the purpose of this study was to evaluate whether there are any differences in risks for complications, readmission, or mortality following upper extremity surgery between African American and Caucasian pediatric patients. Pediatric patients who had a primary upper extremity procedure from 2012 to 2019 were identified in the National Surgical Quality Improvement Program-Pediatric database. Patients were categorized into two cohorts: patients who were Caucasian and patients who were African American. Differences in demographics, comorbidities, and postoperative complications were assessed and compared between the two-patient population using bivariate and multivariable regression analyses. Of the 25 848 pediatric patients who underwent upper extremity surgeries, 21 693 (83.9%) were Caucasian, and 4155 (16.1%) were African American. Compared to Caucasian patients, African American patients were more likely to have a higher American Society of Anesthesiologists classification ( P < 0.001), as well as pulmonary comorbidities ( P < 0.001) and hematologic disorders ( P = 0.004). Following adjustment on multivariable regression analysis to control for baseline characteristics, there were no differences in any postoperative complications between Caucasian and African American patients. In conclusion, African American pediatric patients are not at an increased risk for postoperative complications compared to Caucasian patients following upper extremity surgery. Race should not be used independently when evaluating patient risk for postoperative complications. Level of Evidence: III.
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Affiliation(s)
- Puneet Gupta
- Department of Orthopaedic Surgery, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
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Sborov KD, Haruno LS, Raszka S, Poon SC. Racial and Ethnic Disparities in Pediatric Musculoskeletal Care. Curr Rev Musculoskelet Med 2023; 16:488-492. [PMID: 37548870 PMCID: PMC10497489 DOI: 10.1007/s12178-023-09860-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/23/2023] [Indexed: 08/08/2023]
Abstract
PURPOSE OF REVIEW This article provides a review of recent published research studying racial, ethnic, and socioeconomic disparities in pediatric musculoskeletal care. RECENT FINDINGS Disparities in pediatric musculoskeletal care are demonstrated in two general realms: access to care and health outcomes. Though initiatives have been proposed or enacted to address disparities, underrepresented minorities and patients from lower socioeconomic statuses continue to face barriers across the spectrum of orthopedic care and poorer ultimate outcomes after both non-operative and operative management. Minority pediatric patients and those from lower socioeconomic statuses experience delays across the spectrum of orthopedic care for both urgent and non-urgent conditions. They wait longer between injury date and initial orthopedic evaluation, longer to receipt of diagnostic imaging, and longer to ultimate treatment than their counterparts. When finally able to obtain musculoskeletal care and treatment, they are at higher risk of poor in-hospital outcomes and inpatient complications, worse patient reported outcomes, and suboptimal pain management. In the outpatient setting, they receive less physical therapy and follow-up clinic visits, resulting in greater stiffness and strength deficits, and are ultimately less likely to meet return to sport criteria.
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Affiliation(s)
- Katherine D. Sborov
- Department of Orthopedic Surgery, Cedars Sinai Medical Center, Los Angeles, USA
| | - Lee S. Haruno
- Department of Orthopedic Surgery, Cedars Sinai Medical Center, Los Angeles, USA
| | - Samuel Raszka
- Department of Orthopedic Surgery, Cedars Sinai Medical Center, Los Angeles, USA
| | - Selina C. Poon
- Shriners Children’s Southern California, 909 S. Fair Oaks Ave, Pasadena, CA 91105 USA
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Hagan MJ, Pertsch NJ, Leary OP, Sastry R, Ganga A, Xi K, Zheng B, Kondamuri NS, Camara-Quintana JQ, Niu T, Sullivan PZ, Abinader JF, Telfeian AE, Gokaslan ZL, Oyelese AA, Fridley JS. Influence of Sociodemographic and Psychosocial Factors on Length of Stay After Surgical Management of Traumatic Spine Fracture with Spinal Cord Injury. World Neurosurg 2022; 166:e859-e871. [PMID: 35940503 DOI: 10.1016/j.wneu.2022.07.128] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 07/26/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Identifying patients at risk of increased health care resource utilization is a valuable opportunity to develop targeted preoperative and perioperative interventions. In the present investigation, we sought to examine patient sociodemographic factors that predict prolonged length of stay (LOS) after traumatic spine fracture. METHODS We performed a cohort analysis using the National Trauma Data Bank tabulated during 2012-2016. Eligible patients were those who were diagnosed with cervical or thoracic spine fracture with spinal cord injury and who were treated surgically. We evaluated the effects of sociodemographic as well as psychosocial variables on LOS by negative binomial regression and adjusted for injury severity, injury mechanism, and hospital characteristics. RESULTS We identified 3856 eligible patients with a median LOS of 9 days (interquartile range, 6-15 days). Patients in older age categories, who were male (incidence rate ratio (IRR), 1.05; 95% confidence interval [CI], 1.01-1.09), black (IRR, 1.12; CI, 1.05-1.19) or Hispanic (IRR, 1.09; CI, 1.03-1.16), insured by Medicaid (IRR, 1.24; CI, 1.17-1.31), or had a diagnosis of alcohol use disorder (IRR, 1.12; CI, 1.06-1.18) were significantly more likely to have a longer LOS. In addition, patients with severe injury on Injury Severity Score (IRR, 1.32; CI, 1.14-1.53) and lower Glasgow Coma Scale (GCS) scores (GCS score 3-8, IRR, 1.44; CI, 1.35-1.55; GCS score 9-11, IRR, 1.40; CI, 1.25-1.58) on admission had a significantly lengthier LOS. Patients admitted to a hospital in the Southern United States (IRR, 1.09; CI, 1.05-1.14) had longer LOS. CONCLUSIONS Socioeconomic factors such as race, insurance status, and alcohol use disorder were associated with a prolonged LOS after surgical management of traumatic spine fracture with spinal cord injury.
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Affiliation(s)
- Matthew J Hagan
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA
| | - Nathan J Pertsch
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rush University Medical Center, Chicago, Illinois, USA
| | - Owen P Leary
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Rahul Sastry
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Arjun Ganga
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Kevin Xi
- Brown University School of Public Health, Providence, Rhode Island, USA
| | - Bryan Zheng
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA
| | | | - Joaquin Q Camara-Quintana
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Tianyi Niu
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Patricia Zadnik Sullivan
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Jose Fernandez Abinader
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Albert E Telfeian
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Ziya L Gokaslan
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Adetokunbo A Oyelese
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Jared S Fridley
- The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA; Department of Neurosurgery, Rhode Island Hospital, Providence, Rhode Island, USA.
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Abstract
BACKGROUND Health care disparities are prevalent within pediatric orthopaedics in the United States. Social determinants of health, such as income, race, social deprivation, place of residence, and parental involvement, all play a role in unequal access to care and disparate outcomes. Although there has been some effort to promote health equity both within pediatric orthopaedics and the US health care system altogether, disparities persist. In this review, we aim to identify major sources of inequality and propose solutions to achieve equitable care in the future. METHODS We searched the PubMed database for papers addressing disparities in pediatric orthopaedics published between 2016 and 2021, yielding 283 papers. RESULTS A total of 36 papers were selected for review based upon new findings. Insurance status, race, and social deprivation are directly linked to poorer access to care, often resulting in a delay in presentation, time to diagnostic imaging, and surgery. Although these disparities pervade various conditions within pediatric orthopaedics, they have most frequently been described in anterior cruciate ligament/meniscal repairs, tibial spine fractures, adolescent idiopathic scoliosis, and upper extremity conditions. Treatment outcomes also differ based on insurance status and socioeconomic status. Several studies demonstrated longer hospital stays and higher complication rates in Black patients versus White patients. Patients with public insurance were also found to have worse pain and function scores, longer recoveries, and lower post-treatment follow-up rates. These disparate outcomes are, in part, a response to delayed access to care. CONCLUSIONS Greater attention paid to health care disparities over the past several years has enabled progress toward achieving equitable pediatric orthopaedic care. However, delays in access to pediatric orthopaedic care among uninsured/publicly insured, and/or socially deprived individuals remain and consequently, so do differences in post-treatment outcomes. Reducing barriers to care, such as insurance status, transportation and health literacy, and promoting education among patients and parents, could help health care access become more equitable. LEVEL OF EVIDENCE Level IV-narrative review.
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Affiliation(s)
- Kaetlyn R Arant
- Warren Alpert Medical School of Brown University, Providence, RI
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