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Slain KN, Hall M, Akande M, Thornton JD, Pronovost PJ, Berry JG. Race, Ethnicity, and Intensive Care Utilization for Common Pediatric Diagnoses: U.S. Pediatric Health Information System 2019 Database Study. Pediatr Crit Care Med 2024; 25:828-837. [PMID: 38421235 PMCID: PMC11358360 DOI: 10.1097/pcc.0000000000003487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
OBJECTIVES Racial and ethnic disparities in healthcare delivery for acutely ill children are pervasive in the United States; it is unknown whether differential critical care utilization exists. DESIGN Retrospective study of the Pediatric Health Information System (PHIS) database. SETTING Multicenter database of academic children's hospitals in the United States. PATIENTS Children discharged from a PHIS hospital in 2019 with one of the top ten medical conditions where PICU utilization was present in greater than or equal to 5% of hospitalizations. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Race and ethnicity categories included Asian, Black, Hispanic, White, and other. Primary outcomes of interest were differences in rate of PICU admission, and for children requiring PICU care, total hospital length of stay (LOS). One-quarter ( n = 44,200) of the 178,134 hospital discharges included a PICU admission. In adjusted models, Black children had greater adjusted odds ratio (aOR [95% CI]) of PICU admission in bronchiolitis (aOR, 1.08 [95% CI, 1.02-1.14]; p = 0.01), respiratory failure (aOR, 1.18 [95% CI, 1.10-1.28]; p < 0.001), seizure (aOR, 1.28 [95% CI, 1.08-1.51]; p = 0.004), and diabetic ketoacidosis (DKA) (aOR, 1.18 [95% CI, 1.05-1.32]; p = 0.006). Together, Hispanic, Asian, and other race children had greater aOR of PICU admission in five of the diagnostic categories, compared with White children. The geometric mean (± sd ) hospital LOS ranged from 47.7 hours (± 2.1 hr) in croup to 206.6 hours (± 2.8 hr) in sepsis. After adjusting for demographics and illness severity, children from families of color had longer LOS in respiratory failure, pneumonia, DKA, and sepsis. CONCLUSIONS The need for critical care to treat acute illness in children may be inequitable. Additional studies are needed to understand and eradicate differences in PICU utilization based on race and ethnicity.
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Affiliation(s)
- Katherine N. Slain
- Department of Pediatrics, Division of Pediatric Critical Care, University Hospitals Rainbow Babies & Children’s Hospital, Cleveland, OH
- Case Western Reserve University School of Medicine, Cleveland, OH
| | - Matt Hall
- Children’s Hospital Association, Lenexa, KS
| | - Manzilat Akande
- The University of Oklahoma College of Medicine, Oklahoma City, OK
| | - J. Daryl Thornton
- Case Western Reserve University School of Medicine, Cleveland, OH
- Center for Reducing Health Disparities, MetroHealth Campus of Case Western Reserve University, Cleveland, OH
- Center for Population Health Research, MetroHealth Campus of Case Western Reserve University, Cleveland, OH
| | | | - Jay G. Berry
- Complex Care, Division of General Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston MA
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Kim HA, Yu AG, Kim NP, Iqbal MS, Butts R. Lower opportunity ZIP code is associated with worse outcomes after listing in pediatric heart transplantation. J Heart Lung Transplant 2024; 43:1298-1307. [PMID: 38704128 DOI: 10.1016/j.healun.2024.04.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 03/14/2024] [Accepted: 04/22/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND The Child Opportunity Index (COI) comprehensively measures children's social determinants of health. We describe association between COI and outcomes after listing for heart transplantation. METHODS We conducted a retrospective review of the United Network for Organ Sharing (UNOS) database for U.S. children listed for heart transplant between 2012 and 2020. ZIP codes were utilized to assign COI. Primary outcome was survival from time of listing. Secondary outcomes included waitlist survival, 1-year post-transplant survival, and conditional 1-year post-transplant survival. Cox regression was performed adjusting for payor, age, race, diagnosis, and support at listing for all outcomes except waitlist survival, for which Fine-Gray competing risk analysis was performed. RESULTS Of 5,723 children listed, 109 were excluded due to missing ZIP codes. Race/ethnicity and payor were associated with COI (p < 0.001). Patients living in very low COI ZIP codes compared to all others had increased mortality from time of listing (HR 1.16, CI 1.03-1.32, p = 0.02) with 1-, 5-, and 9-year survival of 79.3% vs 82.2%, 66.5% vs 73.0%, and 53.6% vs 64.7% respectively, were more likely to be removed from the waitlist due to death or being too sick (subdistribution HR 1.26, 95% CI 1.10-1.42), and had increased mortality conditional on one-year post-transplant survival (HR 1.38, 1.09-1.74, p = 0.008) with 1-, 3-, and 5- year survival of 94.7% vs 97.3%, 87.0% vs 93.1%, and 78.6% vs 86.9%. CONCLUSIONS Children living in lower opportunity ZIP codes had poorer survival from time of listing, poorer waitlist survival, and poorer conditional one-year post-transplant survival.
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Affiliation(s)
- Heidi A Kim
- Division of Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas
| | - Andrew G Yu
- Division of Hospital Medicine, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas
| | - Nicole P Kim
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, Texas
| | - Mehreen S Iqbal
- Division of Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas
| | - Ryan Butts
- Division of Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas.
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Akinkuotu AC, Burkbauer L, Phillips MR, Gallaher J, Williams FN, McLean SE, Charles AG. Neighborhood child opportunity is associated with hospital length of stay following pediatric burn injury. Burns 2024; 50:1487-1493. [PMID: 38705778 DOI: 10.1016/j.burns.2024.03.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 03/21/2024] [Accepted: 03/31/2024] [Indexed: 05/07/2024]
Abstract
INTRODUCTION Pediatric burns are associated with socioeconomic disadvantage and lead to significant morbidity. The Child Opportunity Index (COI) is a well-validated measure of neighborhood characteristics associated with healthy child development. We sought to evaluate the relationship between COI and outcomes of burn injuries in children. METHODS We performed a single-institution retrospective review of pediatric (<16 years) burn admissions between 2015 and 2019. Based on United States residential zip codes, patients were stratified into national COI quintiles. We performed a multivariate Poisson regression analysis to determine the association between COI and increased length of stay. RESULTS 2095 pediatric burn admissions occurred over the study period. Most children admitted were from very low (n = 644, 33.2 %) and low (n = 566, 29.2 %) COI neighborhoods. The proportion of non-Hispanic Black patients was significantly higher in neighborhoods with very low (44.5 %) compared to others (low:28.8 % vs. moderate:11.9 % vs. high:10.5 % vs. very high:4.3 %) (p < 0.01). Hospital length of stay was significantly longer in patients from very low COI neighborhoods (3.6 ± 4.1 vs. 3.2 ± 4.9 vs. 3.3 ± 4.8 vs. 2.8 ± 3.5 vs. 3.2 ± 8.1) (p = 0.02). On multivariate regression analysis, living in very high COI neighborhoods was associated with significantly decreased hospital length of stay (IRR: 0.51; 95 % CI: 0.45-0.56). CONCLUSION Children from neighborhoods with significant socioeconomic disadvantage, as measured by the Child Opportunity Index, had a significantly higher incidence of burn injuries resulting in hospital admissions and longer hospital length of stay. Public health interventions focused on neighborhood-level drivers of childhood development are needed to decrease the incidence and reduce hospital costs in pediatric burns. TYPE OF STUDY Retrospective study LEVEL OF EVIDENCE: Level III.
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Affiliation(s)
- Adesola C Akinkuotu
- Division of Pediatric Surgery, Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA.
| | - Laura Burkbauer
- Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Michael R Phillips
- Division of Pediatric Surgery, Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Jared Gallaher
- Division of Trauma and Acute Care, Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Felicia N Williams
- North Carolina Jaycee Burn Center, Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Sean E McLean
- Division of Pediatric Surgery, Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Anthony G Charles
- Division of Trauma and Acute Care, Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
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Maholtz D, Page-Goertz CK, Forbes ML, Nofziger RA, Bigham M, McKee B, Ramgopal S, Pelletier JH. Association Between the COI and Excess Health Care Utilization and Costs for ACSC. Hosp Pediatr 2024; 14:592-601. [PMID: 38919989 DOI: 10.1542/hpeds.2023-007526] [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: 08/21/2023] [Accepted: 02/09/2024] [Indexed: 06/27/2024]
Abstract
BACKGROUND AND OBJECTIVES The authors of previous work have associated the Childhood Opportunity Index (COI) with increased hospitalizations for ambulatory care sensitive conditions (ACSC). The burden of this inequity on the health care system is unknown. We sought to understand health care resource expenditure in terms of excess hospitalizations, hospital days, and cost. METHODS We performed a retrospective cross-sectional study of the Pediatric Health Information Systems database, including inpatient hospitalizations between January 1, 2016 and December 31, 2022 for children <18 years of age. We compared ACSC hospitalizations, mortality, and cost across COI strata. RESULTS We identified 2 870 121 hospitalizations among 1 969 934 children, of which 44.5% (1 277 568/2 870 121) were for ACSCs. A total of 49.1% (331 083/674 548) of hospitalizations in the very low stratum were potentially preventable, compared with 39.7% (222 037/559 003) in the very high stratum (P < .001). After adjustment, lower COI was associated with higher odds of potentially preventable hospitalization (odds ratio 1.18, 95% confidence interval [CI] 1.17-1.19). Compared with the very high COI stratum, there were a total of 137 550 (95% CI 134 582-140 517) excess hospitalizations across all other strata, resulting in an excess cost of $1.3 billion (95% CI $1.28-1.35 billion). Compared with the very high COI stratum, there were 813 (95% CI 758-871) excess deaths, with >95% from the very low and low COI strata. CONCLUSIONS Children with lower neighborhood opportunity have increased risk of ACSC hospitalizations. The COI may identify communities in which targeted intervention could reduce health care utilization and costs.
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Affiliation(s)
- Danielle Maholtz
- Division of Critical Care Medicine, Department of Pediatrics
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
| | - Christopher K Page-Goertz
- Division of Critical Care Medicine, Department of Pediatrics
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
| | - Michael L Forbes
- Division of Critical Care Medicine, Department of Pediatrics
- Rebecca D. Considine Research Institute, Akron Children's Hospital, Akron, Ohio
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
| | - Ryan A Nofziger
- Division of Critical Care Medicine, Department of Pediatrics
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
| | - Michael Bigham
- Division of Critical Care Medicine, Department of Pediatrics
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
| | - Bryan McKee
- Division of Critical Care Medicine, Department of Pediatrics
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
| | - Sriram Ramgopal
- Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jonathan H Pelletier
- Division of Critical Care Medicine, Department of Pediatrics
- Department of Pediatrics, Northeast Ohio Medical University College of Medicine, Rootstown, Ohio
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Zima BT, Edgcomb JB, Fortuna LR. Identifying Precise Targets to Improve Child Mental Health Care Equity: Leveraging Advances in Clinical Research Informatics and Lived Experience. Child Adolesc Psychiatr Clin N Am 2024; 33:471-483. [PMID: 38823818 PMCID: PMC11268960 DOI: 10.1016/j.chc.2024.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/03/2024]
Abstract
To reduce child mental health disparities, it is imperative to improve the precision of targets and to expand our vision of social determinants of health as modifiable. Advancements in clinical research informatics and please state accurate measurement of child mental health service use and quality. Participatory action research promotes representation of underserved groups in informatics research and practice and may improve the effectiveness of interventions by informing research across all stages, including the identification of key variables, risk and protective factors, and data interpretation.
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Affiliation(s)
- Bonnie T Zima
- UCLA Mental Health Informatics and Data Science (MINDS) Hub, Semel Institute for Neuroscience and Human Behavior at UCLA, 760 Westwood Plaza, 37-384B, Los Angeles, CA 90024, USA.
| | - Juliet B Edgcomb
- UCLA Mental Health Informatics and Data Science (MINDS) Hub, Semel Institute for Neuroscience and Human Behavior at UCLA, 760 Westwood Plaza, 37-372A, Los Angeles, CA 90024, USA
| | - Lisa R Fortuna
- Department of Psychiatry and Neuroscience, University of California Riverside, School of Medicine, 900 University Avenue, Riverside, CA 92521, USA
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MacLean JE. Neighborhood Disadvantage Impacts Symptoms and Quality of Life in Children with Habitual Snoring. Ann Am Thorac Soc 2024; 21:545-547. [PMID: 38557422 PMCID: PMC10995552 DOI: 10.1513/annalsats.202401-055ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Affiliation(s)
- Joanna E MacLean
- Department of Pediatrics and Women & Children's Health Research Institute, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada; and Stollery Children's Hospital, Edmonton, Alberta, Canada
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Parikh K, Lopez MA, Hall M, Bettenhausen J, Sills MR, Hoffmann J, Morse R, Shah SS, Noelke C, Kaiser SV. Child Opportunity Index and Rehospitalization for Ambulatory Care Sensitive Conditions at US Children's Hospitals. Hosp Pediatr 2023; 13:1028-1037. [PMID: 37823239 DOI: 10.1542/hpeds.2023-007279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
OBJECTIVE Child Opportunity Index (COI) measures neighborhood contextual factors (education, health and environment, social and economic) that may influence child health. Such factors have been associated with hospitalizations for ambulatory care sensitive conditions (ACSC). Lower COI has been associated with higher health care utilization, yet association with rehospitalization(s) for ACSC remains unknown. Our objective is to determine the association between COI and ACSC rehospitalizations. METHODS Multicenter retrospective cohort study of children ages 0 to 17 years with a hospital admission for ambulatory care sensitive conditions in 2017 or 2018. Exposure was COI. Outcome was rehospitalization within 1 year of index admission (analyzed as any or ≥2 rehospitalization) for ACSC. Logistic regression models adjusted for age, sex, severity, and complex and mental health conditions. RESULTS The study included 184 478 children. Of hospitalizations, 28.3% were by children from very low COI and 16.5% were by children from very high COI neighborhoods. In risk-adjusted models, ACSC rehospitalization was higher for children from very low COI than very high COI neighborhoods; any rehospitalization occurred for 18.7% from very low COI and 13.5% from very high COI neighborhoods (adjusted odds ratio 1.14 [1.05-1.23]), whereas ≥2 rehospitalization occurred for 4.8% from very low COI and 3.2% from very high COI neighborhoods (odds ratio 1.51 [1.29-1.75]). CONCLUSIONS Children from neighborhoods with low COI had higher rehospitalizations for ACSCs. Further research is needed to understand how hospital systems can address social determinants of health in the communities they serve to prevent rehospitalizations.
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Affiliation(s)
- Kavita Parikh
- Division of Hospital Medicine, Children's National Hospital, Washington, DC
| | - Michelle A Lopez
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Jessica Bettenhausen
- Division of Pediatric Hospital Medicine, Children's Mercy - Kansas City, Kansas City, Missouri University of Missouri - Kansas City, Kansas City, Missouri
| | - Marion R Sills
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado
| | - Jennifer Hoffmann
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Rustin Morse
- The Center for Clinical Excellence, Nationwide Children's Hospital, Columbus, Ohio
| | - Samir S Shah
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Clemens Noelke
- Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts
| | - Sunitha V Kaiser
- Department of Pediatrics, University of California, San Francisco, California
- Philip R. Lee Institute for Health Policy Studies, San Francisco, California
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