1
|
Farris RWD, Shah SS, Bennett TD, Brown SR, Cornell TT, Dziorny AC, Flynn A, Grunwell J, Heneghan JA, Kennedy CE, Kretsu A, Mendonca E, Nishisaki A, Rogerson C, Tawfik DS, Wetzel RC, Sanchez-Pinto LN. The PICU Data Collaborative: A Novel, Multi-Institutional, Pediatric Critical Care Dataset. Pediatr Crit Care Med 2025:00130478-990000000-00489. [PMID: 40304542 DOI: 10.1097/pcc.0000000000003758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/02/2025]
Affiliation(s)
- Reid W D Farris
- Department of Pediatrics (Critical Care Medicine), University of Washington School of Medicine, Seattle Children's Hospital, Seattle, WA
| | - Sareen S Shah
- Department of Pediatrics (Critical Care Medicine), Cedars-Sinai Medical Center, Los Angeles, CA
- Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit, University of Southern California Keck School of Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - Tellen D Bennett
- Departments of Biomedical Informatics and Pediatrics (Critical Care Medicine), University of Colorado School of Medicine, Children's Hospital Colorado, Aurora, CO
| | - Stephanie R Brown
- Department of Pediatrics (Critical Care Medicine), Emory University School of Medicine, Atlanta, GA
| | - Timothy T Cornell
- Department of Pediatrics (Critical Care Medicine), Stanford University School of Medicine, Lucile Packard Children's Hospital Stanford, Palo Alto, CA
| | - Adam C Dziorny
- Departments of Pediatrics (Critical Care Medicine) and Biomedical Engineering, University of Rochester School of Medicine, Rochester, NY
| | - Alysia Flynn
- Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit, University of Southern California Keck School of Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - Jocelyn Grunwell
- Department of Pediatrics (Critical Care Medicine), Emory University School of Medicine, Atlanta, GA
| | - Julia A Heneghan
- Department of Pediatrics (Critical Care Medicine), University of Minnesota Medical School, Minneapolis, MN
| | - Curt E Kennedy
- Department of Pediatrics (Critical Care Medicine), Baylor College of Medicine, Texas Children's Hospital, Houston, TX
| | - Aleksandra Kretsu
- Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit, University of Southern California Keck School of Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - Eneida Mendonca
- Department of Pediatrics (Biomedical Informatics), University of Cincinnati, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Akira Nishisaki
- Department of Anesthesia (Critical Care Medicine), University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Colin Rogerson
- Department of Pediatrics (Critical Care Medicine), Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN
| | - Daniel S Tawfik
- Department of Pediatrics (Critical Care Medicine), Stanford University School of Medicine, Lucile Packard Children's Hospital Stanford, Palo Alto, CA
| | - Randall C Wetzel
- Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit, University of Southern California Keck School of Medicine, Children's Hospital Los Angeles, Los Angeles, CA
- Departments of Pediatrics and Anesthesiology (Critical Care Medicine), University of Southern California Keck School of Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - L Nelson Sanchez-Pinto
- Departments of Pediatrics (Critical Care Medicine) and Preventive Medicine (Health & Biomedical Informatics), Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| |
Collapse
|
2
|
Gabbay JM, Perez JM, Hall M, Graham RJ, Noelke C, Acevedo-Garcia D, Fiori KP. The Child Opportunity Index: Advancing Precision Social Medicine. J Pediatr 2025:114626. [PMID: 40306546 DOI: 10.1016/j.jpeds.2025.114626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2025] [Revised: 04/11/2025] [Accepted: 04/21/2025] [Indexed: 05/02/2025]
Affiliation(s)
- Jonathan M Gabbay
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY.
| | - Jennifer M Perez
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Matt Hall
- Children's Hospital Association, Lenexa, KS
| | - Robert J Graham
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Clemens Noelke
- Institute for Equity in Child Opportunity and Healthy Development, Boston University, School of Social Work, Boston, MA
| | - Dolores Acevedo-Garcia
- Institute for Equity in Child Opportunity and Healthy Development, Boston University, School of Social Work, Boston, MA
| | - Kevin P Fiori
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY
| |
Collapse
|
3
|
Garrett KH, Gabbay JM, Fishman MD, Bajaj BVM, Graham RJ, Perez JM. Evaluation of Neighborhood Resources and Pediatric Status Epilepticus Outcomes in the Intensive Care Unit Across the United States. J Child Neurol 2025:8830738251330407. [PMID: 40232290 DOI: 10.1177/08830738251330407] [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] [Indexed: 04/16/2025]
Abstract
This study aimed to investigate outcomes for children with underlying epilepsy admitted to an intensive care unit for status epilepticus in relation to Child Opportunity Index. Data were obtained from the Pediatric Health Information System for patients aged 1 month to 21 years admitted to the intensive care unit for a primary diagnosis of epilepsy with status epilepticus. Mixed effects regression models were used to estimate the association between Child Opportunity Index and our outcomes: invasive mechanical ventilation, vasoactive medication administration, and in-hospital mortality. Encounters with very low, low, and moderate Child Opportunity Index levels were more likely to receive invasive mechanical ventilation compared to very high Child Opportunity Index level, though there were no differences for vasoactive medication administration or in-hospital mortality. This demonstration of neighborhood disparities specifically for children with epilepsy presenting in status epilepticus to an intensive care unit should inform future interventions aimed at improving neighborhood resources.
Collapse
Affiliation(s)
- Kara H Garrett
- Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan M Gabbay
- Division of General Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Pediatric Hospital Medicine, Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Michael D Fishman
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Benjamin V M Bajaj
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | - Robert J Graham
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jennifer M Perez
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
4
|
Griffin KL, Srinivas S, Read MA, Lun JM, Gasior AC, Wood RJ, Halaweish I. Lower Childhood Opportunity Index is Associated with Delayed Diagnosis of Anorectal Malformations. J Pediatr Surg 2025:162322. [PMID: 40220953 DOI: 10.1016/j.jpedsurg.2025.162322] [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] [Received: 03/20/2025] [Accepted: 03/31/2025] [Indexed: 04/14/2025]
Abstract
PURPOSE Delay in diagnosis of anorectal malformations (ARM) can potentially lead to adverse events. Perineal and rectovestibular fistulas are more likely to be missed on exam compared to other ARM subtypes. We aimed to identify which clinical factors and social determinants of health (SDOH) elements may be associated with missed diagnosis of these ARMs. METHODS A retrospective review was performed of all infants with perineal or rectovestibular fistulas seen at a single center from 2014 to 2023. Delayed diagnosis was defined as those made beyond the second day of life. Data were collected regarding birth hospital NICU acuity, location of diagnosis, clinical factors, adverse sequelae, and SDOH, including Child Opportunity Index (COI). Categorical variables were analyzed via Fisher's Exact Test. Ordinal variables were analyzed using Cochran-Armitage Test for Trend. RESULTS A total of 172 patients were diagnosed with perineal or rectovestibular fistula during the time period, of which 31.9% had delay in diagnosis (Table 1). There was no significant difference in acuity level of the birth hospital, race, ethnicity, insurance type, non-English language preference (NELP), or rural vs. urban setting between delayed and timely diagnosis. As COI increased in the cohort, there was a significant trend toward lower association with delayed diagnosis (Table 1). Those with delayed diagnosis were more likely to present with fecal impaction or have an unplanned pre-operative admission (p<0.001). CONCLUSION In this study, patients with lower COI experienced higher likelihood of delayed diagnosis of ARM. Efforts should be made to improve prompt diagnosis in this at-risk population. LEVEL OF EVIDENCE III.
Collapse
Affiliation(s)
- Kristine L Griffin
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH
| | - Shruthi Srinivas
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH
| | - Megan A Read
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH
| | - Jeremy M Lun
- The Ohio State University College of Medicine, Columbus, OH
| | - Alessandra C Gasior
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH
| | - Richard J Wood
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH
| | - Ihab Halaweish
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH.
| |
Collapse
|
5
|
Griffin KL, Srinivas S, Read MA, Lun JM, Gasior AC, Wood RJ, Halaweish I. Lower Childhood Opportunity Index is Associated With Delayed Diagnosis of Anorectal Malformations. J Pediatr Surg 2025:162321. [PMID: 40194588 DOI: 10.1016/j.jpedsurg.2025.162321] [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] [Received: 03/20/2025] [Accepted: 03/31/2025] [Indexed: 04/09/2025]
Abstract
PURPOSE Delay in diagnosis of anorectal malformations (ARM) can potentially lead to adverse events. Perineal and rectovestibular fistulas are more likely to be missed on exam compared to other ARM subtypes. We aimed to identify which clinical factors and social determinants of health (SDOH) elements may be associated with missed diagnosis of these ARMs. METHODS A retrospective review was performed of all infants with perineal or rectovestibular fistulas seen at a single center from 2014 to 2023. Delayed diagnosis was defined as those made beyond the second day of life. Data were collected regarding birth hospital NICU acuity, location of diagnosis, clinical factors, adverse sequelae, and SDOH, including Child Opportunity Index (COI). Categorical variables were analyzed via Fisher's Exact Test. Ordinal variables were analyzed using Cochran-Armitage Test for Trend. RESULTS A total of 172 patients were diagnosed with perineal or rectovestibular fistula during the time period, of which 31.9 % had delay in diagnosis (Table 1). There was no significant difference in acuity level of the birth hospital, race, ethnicity, insurance type, non-English language preference (NELP), or rural vs. urban setting between delayed and timely diagnosis. As COI increased in the cohort, there was a significant trend toward lower association with delayed diagnosis. Those with delayed diagnosis were more likely to present with fecal impaction or have an unplanned pre-operative admission (p < 0.001). CONCLUSION In this study, patients with lower COI experienced higher likelihood of delayed diagnosis of ARM. Efforts should be made to improve prompt diagnosis in this at-risk population. LEVEL OF EVIDENCE III.
Collapse
Affiliation(s)
- Kristine L Griffin
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH, USA
| | - Shruthi Srinivas
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH, USA
| | - Megan A Read
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH, USA
| | - Jeremy M Lun
- The Ohio State University College of Medicine, Columbus, OH, USA
| | - Alessandra C Gasior
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH, USA
| | - Richard J Wood
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH, USA
| | - Ihab Halaweish
- Nationwide Children's Hospital, Center for Colorectal and Pelvic Reconstruction, 700 Children's Drive, Columbus, OH, USA.
| |
Collapse
|
6
|
Srinivas S, Smith CA, Austin K, Avansino JR, Badillo A, Calkins CM, Crady RC, Dickie BH, Durham MM, Frischer JS, Grabowski JE, Harris J, Rana A, Reeder RW, Rentea RM, Rollins MD, Saadai P, Speck KE, Wood RJ, Halaweish I. Child Opportunity Index is Not Associated With Cleanliness in Patients With Anorectal Malformations Treated at Pediatric Colorectal Centers: A Multi-Institutional Study. J Pediatr Surg 2025; 60:162149. [PMID: 39919338 DOI: 10.1016/j.jpedsurg.2024.162149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 12/30/2024] [Accepted: 12/30/2024] [Indexed: 02/09/2025]
Abstract
BACKGROUND Individually collected social determinants of health (SDOH) have been associated with negative outcomes in children with anorectal malformations (ARMs). Our aim was to assess whether the Child Opportunity Index (COI) is associated with bowel management strategy and fecal cleanliness in patients with ARM managed at specialized pediatric colorectal centers. We hypothesized that children from low COI would have lower rates of cleanliness. METHODS A multi-institutional retrospective review evaluated children ≥4 years old with ARM treated at centers participating in the Pediatric Colorectal and Pelvic Learning Consortium (PCPLC), excluding patients with ostomies. The primary exposure was COI, obtained by ZIP code. The primary outcome was fecal cleanliness, defined as ≤1 weekly stool accident. Additional variables evaluated included demographics, ARM severity, bowel management type, medical comorbidities, and complications in those undergoing antegrade continence enema procedures. COI groups were compared for trend (p-value ≤0.05 as significant). RESULTS The cohort included 550 patients, most (75.1%) residing in moderate, high, or very high opportunity areas. There were no differences in ARM severity between COI groups. Stratified by age, there were no differences in fecal cleanliness (p = 0.788) or bowel management strategy (p = 0.224) by COI. There were few overall complications from ACE placement (12.3%), but ACE complications were more common in children from low-opportunity areas (22.2% vs 2.9%; p = 0.01). CONCLUSION Contrary to hypothesized, children with anorectal malformations managed at tertiary institutions within PCPLC do not differ by COI in bowel management strategy or fecal cleanliness outcome. Further investigation into individual disparities may be more important in these patients. LEVEL OF EVIDENCE III = retrospective comparative study.
Collapse
Affiliation(s)
- Shruthi Srinivas
- Department of Surgery, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Caitlin A Smith
- Department of Surgery, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | - Kelly Austin
- Department of Surgery, Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jeffrey R Avansino
- Department of Surgery, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | - Andrea Badillo
- Department of Surgery, Children's National Hospital, George Washington University, Washington, DC, USA
| | - Casey M Calkins
- Department of Surgery, Children's Wisconsin, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Rachel C Crady
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Belinda H Dickie
- Department of Surgery, Boston Children's Hospital, Harvard University, Boston, MA, USA
| | - Megan M Durham
- Department of Surgery, Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | - Jason S Frischer
- Department of Surgery, Cincinnati Children's Hospital, University of Cincinnati, Cincinnati, OH, USA
| | - Julia E Grabowski
- Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University, Chicago, IL, USA
| | - Jamie Harris
- Department of Surgery, Phoenix Children's Hospital, University of Arizona, Phoenix, AZ, USA
| | - Ankur Rana
- Department of Surgery and Perioperative Care, Dell Children's Medical Center, University of Texas Austin, Austin, TX, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Rebecca M Rentea
- Department of Surgery, Children's Mercy Hospital, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Michael D Rollins
- Department of Surgery, Primary Children's Hospital, University of Utah, Salt Lake City, UT, USA
| | - Payam Saadai
- Department of Surgery, UC Davis Children's Hospital, University of California Davis, Davis, CA, USA
| | - K Elizabeth Speck
- Division of Pediatric Surgery, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI, USA
| | - Richard J Wood
- Department of Surgery, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Ihab Halaweish
- Department of Surgery, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA.
| |
Collapse
|
7
|
Moore R, Chanci D, Brown SR, Ripple MJ, Bishop NR, Grunwell J, Kamaleswaran R. Association of the child opportunity index with in-hospital mortality and persistence of organ dysfunction at one week after onset of Phoenix Sepsis among children admitted to the pediatric intensive care unit with suspected infection. PLOS DIGITAL HEALTH 2025; 4:e0000763. [PMID: 40228194 PMCID: PMC11996216 DOI: 10.1371/journal.pdig.0000763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 01/26/2025] [Indexed: 04/16/2025]
Abstract
The social determinants of health (SDoH) are fundamental factors that contribute to overall health and health-related outcomes. Children living in lower socioeconomic areas have a higher risk of critical illness and worse outcomes compared to children living in more socioeconomically advantaged areas. In this work, we determine whether the Child Opportunity Index (COI 3.0), a multi-dimensional child-specific indicator of neighborhood environment, is associated with in-hospital mortality or persistence of a Phoenix Sepsis Score ≥ 2 at one week following Phoenix Sepsis onset in children admitted to pediatric intensive care units (PICUs) with suspected infection. We performed a retrospective cohort analysis of 63,824 patients with suspected or confirmed infection admission diagnosis in two PICUs in Atlanta, Georgia with a Georgia residential address that could be geocoded and linked to a census tract. The primary outcome was the composite of in-hospital mortality or persistence of a Phoenix Sepsis Score ≥ 2 at one week following Phoenix Sepsis onset. Model performance measures of interest were the area under the receiver operating characteristic curve (AUROC) and the area under the precision-recall curve (AUPRC). Models developed with electronic medical record (EMR) data using Egleston (EG) or Scottish Rite (SR) as the training site achieved AUROCs of 0.81-0.84 (95% CI range: 0.8-0.85) and 0.82-0.82 (95% CI range: 0.81-0.83) and AUPRCs of 0.59-0.68 (95% CI range: 0.58-0.69) and 0.62-0.64 (95% CI range: 0.61-0.65) respectively. Despite significant differences in COI 3.0 characteristics and overall in-hospital mortality of children with Phoenix suspected infection between the EG and SR PICUs, the addition of COI 3.0 did not improve the overall model performance metrics. While children admitted to both PICUs were more often from COI 3.0 neighborhoods in the lowest two quintiles, these neighborhood features had less of an impact on the model's predictive performance compared to patient physiologic and biologic features available in the EMR.
Collapse
Affiliation(s)
- Ronald Moore
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Daniela Chanci
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America
| | - Stephanie R Brown
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia, United States of America
| | - Michael J Ripple
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia, United States of America
| | - Natalie R Bishop
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia, United States of America
| | - Jocelyn Grunwell
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia, United States of America
| | - Rishikesan Kamaleswaran
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| |
Collapse
|
8
|
Tyris J, Putnick DL, Keller S, Parikh K, Yeung EH. The Child Opportunity Index and Children's Health: A Meta-Analysis. Pediatrics 2025; 155:e2024067873. [PMID: 40127681 DOI: 10.1542/peds.2024-067873] [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] [Received: 06/18/2024] [Accepted: 11/06/2024] [Indexed: 03/26/2025] Open
Abstract
CONTEXT Quantifying the impact of place on pediatric health is difficult given the diverse methodologies used to measure place-based social determinants. However, the Child Opportunity Index (COI) is increasingly used to study these relationships. OBJECTIVE To synthesize associations between the COI and pediatric health. DATA SOURCES Fifteen databases, 4 gray literature sources, and diversitydatakids.org searched from 2014 to 2024. STUDY SELECTION US-based observational studies that evaluated children, the COI, and at least 1 pediatric health outcome. DATA EXTRACTION Protocol registered with PROSPERO (CRD42023418407). Random-effects models created pooled odds ratios (ORs) comparing very low/low COI to high/very high COI for mortality, emergency department (ED) use, and hospital use. Clinically relevant subgroups were explored. RESULTS Most studies (n = 61 of 85; 72%) reported inverse associations between the COI and an adverse outcome. Lower COI was associated with higher odds of mortality (OR, 1.50; 95% CI, 1.31-1.94; tau squared [τ2] = 0.045; 15 associations from 13 studies). Overall, ED visits were similar (OR, 1.38; 95% CI, 0.97-1.95; τ2 = 0.312; 10 associations from 6 studies), but the subgroup of all-cause ED visits were significantly higher among children with lower COI (OR, 1.66; 95% CI, 1.19-2.31; τ2 = 0.198; 7 associations from 5 studies). Select hospitalization subgroups (medical, surgical/trauma, and >30-day rehospitalizations) were significantly associated with COI, but not overall hospitalizations (OR, 1.15; 95% CI, 0.96-1.36; τ2 = 0.090; 12 studies). LIMITATIONS Meta-analyses were unadjusted. CONCLUSIONS Place is a risk factor for children's mortality and select measures of health care use. Shifting the focus from identifying place-based disparities to cocreating community-engaged strategies that mitigate disparities may effectively advance children's health equity.
Collapse
Affiliation(s)
- Jordan Tyris
- Children's National Hospital, Washington, DC
- George Washington University School of Medicine and Health Sciences, Washington, DC
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland
| | - Diane L Putnick
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland
| | | | - Kavita Parikh
- Children's National Hospital, Washington, DC
- George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Edwina H Yeung
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland
| |
Collapse
|
9
|
Klapp JM, Smith MB, Turner AD, Williams CN. Area-Level Socioeconomic Disadvantage and Post-PICU Outcomes in Children With an Acquired Brain Injury: Single-Center Retrospective Cohort, 2016-2023. Pediatr Crit Care Med 2025:00130478-990000000-00453. [PMID: 40047490 DOI: 10.1097/pcc.0000000000003720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/30/2025]
Abstract
OBJECTIVES To examine associations between measures of area-level socioeconomic disadvantage and disability outcomes in children with acquired brain injuries (ABIs) after PICU hospitalization. DESIGN Retrospective cohort study. SETTING Tertiary academic children's hospital. PATIENTS Children 3-19 years old admitted to the PICU for ABI (2016-2023) who completed a post-PICU follow-up clinic visit 1-3 months after discharge. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS In 455 children with ABI, median age of 10.8 years (interquartile range, 6.6-14.2 yr), we measured area-level socioeconomic disadvantage with the Child Opportunity Index (COI; higher scores equal less disadvantage) and Area Deprivation Index (ADI; higher scores equal more disadvantage) referenced to state. COI was categorized by quintile (very low to very high) and ADI was grouped into the lowest three, middle four, and highest three deciles. New disability was defined as greater than or equal to 1 point increase from baseline in Functional Status Scale total score at follow-up. New disability was present in 97 of 455 children (21.3%). New disability, low COI, and high ADI were independently associated with severity of illness. Multivariable logistic regression controlling for demographic and clinical covariates showed very high vs. very low COI was associated with 60% lesser odds of new disability at follow-up (adjusted odds ratio [aOR], 0.41; 95% CI, 0.17-0.99). We failed to identify such an association comparing the low to high ADI group (aOR, 0.59; 95% CI, 0.30-1.16), but we are unable to exclude the possibility that living in advantaged areas was associated with up to 70% lesser odds of new disability at follow-up. CONCLUSIONS In children with ABI, we have found that area-level socioeconomic disadvantage is associated with greater odds of post-PICU disability, when controlling for other demographic and severity of illness characteristics. Future research is needed to identify modifiable targets to reduce disparities in PICU outcomes after ABI.
Collapse
Affiliation(s)
- Jamie M Klapp
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, OR
- Department of Pediatrics, University of California San Diego, San Diego, CA
| | - Mallory B Smith
- Department of Pediatrics, Division of Pediatric Critical Care, Washington University, St. Louis, MO
| | - Ashley D Turner
- Department of Pediatrics, Division of Pediatric Critical Care, Washington University, St. Louis, MO
| | - Cydni N Williams
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, OR
- Department of Pediatrics, Division of Pediatric Critical Care, Oregon Health & Science University, Portland, OR
| |
Collapse
|
10
|
Krager MK, Bettenhausen JL. The Childhood Opportunity Index, Healthcare Systems, and the Potential to Improve Child Health Equity. Acad Pediatr 2025; 25:102617. [PMID: 39637973 DOI: 10.1016/j.acap.2024.102617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 11/22/2024] [Accepted: 11/27/2024] [Indexed: 12/07/2024]
Affiliation(s)
- Molly K Krager
- Department of Pediatrics (MK Krager and JL Bettenhausen), Children's Mercy Kansas City, Kansas City, Mo; University of Missouri Kansas City School of Medicine (MK Krager and JL Bettenhausen), Kansas City, Mo; University of Kansas School of Medicine (MK Krager and JL Bettenhausen), Kansas City, Kans
| | - Jessica L Bettenhausen
- Department of Pediatrics (MK Krager and JL Bettenhausen), Children's Mercy Kansas City, Kansas City, Mo; University of Missouri Kansas City School of Medicine (MK Krager and JL Bettenhausen), Kansas City, Mo; University of Kansas School of Medicine (MK Krager and JL Bettenhausen), Kansas City, Kans.
| |
Collapse
|
11
|
Srinivas S, Rachwal B, Griffin KL, Akbar T, Wilson J, Bahhur A, Asti L, Kenney B, Minneci PC, Halaweish I, Van Arendonk KJ. Accountable Care Organizations, Child Opportunity Index, and Complicated Appendicitis in Children. J Surg Res 2025; 306:85-93. [PMID: 39752970 DOI: 10.1016/j.jss.2024.12.018] [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: 07/01/2024] [Revised: 12/09/2024] [Accepted: 12/10/2024] [Indexed: 03/18/2025]
Abstract
INTRODUCTION Child Opportunity Index (COI) is associated with complicated appendicitis (CA) in children. Value-based care through an accountable care organization (ACO) may modify this association. We aimed to determine if enrollment in our state's ACO, Partners For Kids (PFK), modified the association between COI and CA. METHODS Using a single-institution, retrospective review of children with public insurance undergoing appendectomy for acute appendicitis, COI and clinical confounders were compared by simple versus CA. Multivariable logistic regression models using COI, insurance, and age were fit with and without interaction terms to determine if PFK enrollment modified the association between COI and CA. RESULTS Among 1337 children, 31.0% had CA. Most (78.6%) were enrolled in PFK; this was not different between simple and CA. CA was associated with younger median age (7.0 y versus 8.0 y, P < 0.001). As overall COI quintile decreased (lower opportunity), the percentage of children with CA increased (P = 0.01). On multivariable regression controlling for age, PFK, and COI, only Very Low COI and age remained significantly associated with CA. The association between COI and CA was not modified by PFK enrollment. COI and PFK enrollment were not associated with postoperative complications, except children with PFK had fewer 30-d readmissions (4.2% versus 14.6%, P < 0.001) compared to those with other public insurance. CONCLUSIONS Low COI was associated with higher CA, and this association was not modified by enrollment in an ACO, suggesting that ACO enrollment alone may not be sufficient in addressing social determinants of health among children with CA.
Collapse
Affiliation(s)
- Shruthi Srinivas
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Brenna Rachwal
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Kristine L Griffin
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Taha Akbar
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Jenna Wilson
- The Ohio State University College of Medicine, Columbus, Ohio
| | - Aymin Bahhur
- The Ohio State University College of Medicine, Columbus, Ohio
| | - Lindsey Asti
- Nemours Surgical Outcomes Center and Department of Surgery, Nemours Children's Health - Delaware Valley, Wilmington, Delaware
| | - Brian Kenney
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Peter C Minneci
- Nemours Surgical Outcomes Center and Department of Surgery, Nemours Children's Health - Delaware Valley, Wilmington, Delaware
| | - Ihab Halaweish
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Kyle J Van Arendonk
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio.
| |
Collapse
|
12
|
Eusebe C, Dauger S, Leger P, Houdouin V, Renolleau S, Amat F. Features of children with critical asthma hospitalized in a pediatric intensive care unit: Results from the ICU-3A study. Pediatr Pulmonol 2025; 60:e27322. [PMID: 39400483 PMCID: PMC11733709 DOI: 10.1002/ppul.27322] [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] [Received: 02/26/2024] [Revised: 09/16/2024] [Accepted: 10/05/2024] [Indexed: 10/15/2024]
Abstract
INTRODUCTION Despite improvements in long-term asthma treatment, an increasing number of children are being hospitalized in pediatric intensive care units (PICU) for asthma. The main objective of this study was to describe a recent cohort of children hospitalized in PICU for asthma to identify risk factors associated with a need for respiratory support, and multiple PICU stays. METHODS We conducted a retrospective cohort study in three PICUs in Paris (intensive care units 3A Study), using medical files of children hospitalized for asthma between February 2019 and October 2020. Need for respiratory support was defined by the need for high-flow nasal cannula or mechanical ventilation (MV) (either noninvasive [NIV] or invasive [IMV]). RESULTS During the study period, 252 stays corresponding to 234 patients were analyzed. MV was required in 17.5% of stays, for significantly younger patients (2.37 vs. 4.18 years, p = 0.002). On multivariate analysis, a higher risk of progression to a need for respiratory support was found for children requiring magnesium sulfate or oxygen therapy ≥6 L/mn before PICU admission (RR 4.48; CI95% [1.85-10.89]; p = 0.001, and RR 2.86; CI95% [1.13-7.22]; p = 0.03, respectively), and those with atelectasis detected on chest radiography (RR 3.38; CI95% [1.43-8.00]; p < 0.01). Multiple PICU stays were associated with greater social deprivation (RR for French Deprivation Index 1.25; CI95% [1.03-1.51]; p = 0.03). CONCLUSION Children experiencing social deprivation are at greater risk of multiple PICU stays for severe asthma. After transfer to PICU, children with chest radiograph detected atelectasis on admission are at higher risk of needing respiratory support.
Collapse
Affiliation(s)
- Claire Eusebe
- Pediatric Pulmonology and Allergology DepartmentRobert Debré Children's Hospital, Groupe Hospitalo‐universitaire AP‐HP Nord—Paris Cité UniversityParisFrance
| | - Stéphane Dauger
- Paediatric Intensive Care Unit and Inserm U1141, Robert‐Debré University Hospital, AP‐HP, Paris Cité UniversityParisFrance
| | - Pierre‐Louis Leger
- Assistance Publique‐Hôpitaux de Paris, Paediatric Intensive Care UnitArmand Trousseau University Hospital, Sorbonne UniversitéParisFrance
| | - Véronique Houdouin
- Pediatric Pulmonology and Allergology DepartmentRobert Debré Children's Hospital, Groupe Hospitalo‐universitaire AP‐HP Nord—Paris Cité UniversityParisFrance
- Faculté Paris Diderot, UMR_S976, INSERMParisFrance
| | | | - Flore Amat
- Pediatric Pulmonology and Allergology DepartmentRobert Debré Children's Hospital, Groupe Hospitalo‐universitaire AP‐HP Nord—Paris Cité UniversityParisFrance
- INSERM 1018—Center de recherche en Epidémiologie et Santé des Populations, Epidémiologie Respiratoire IntégrativeVillejuifFrance
| |
Collapse
|
13
|
Stephens CQ, Yap A, Vu L, Saito JM, Barry D, Shui AM, Cockrell H, Cairo S, Wakeman D, Berman L, Greenberg S, Linden AF, Kohler J, Tsao K, Wilson NA. Comparative Analysis of Indices for Social Determinants of Health in Pediatric Surgical Populations. JAMA Netw Open 2024; 7:e2449672. [PMID: 39656457 PMCID: PMC11632545 DOI: 10.1001/jamanetworkopen.2024.49672] [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] [Received: 06/24/2024] [Accepted: 10/16/2024] [Indexed: 12/13/2024] Open
Abstract
Importance Conclusions vary substantially among studies examining associations between area-based social determinants of health (SDOH) and pediatric health disparities based on the selected patient population and SDOH index. Most national studies use zip codes, which encompass a wide distribution of communities, limiting the generalizability of findings. Objectives To characterize the distributions of composite SDOH indices for pediatric surgical patients within a national sample of academic children's hospitals and to assess SDOH index precision in classifying patients at similar levels of disadvantage. Design, Setting, and Participants This multicenter retrospective cohort study included patients younger than 18 years who underwent surgery from January 1, 2016, to December 31, 2021, at 8 American College of Surgeons National Surgical Quality Improvement Program Pediatric children's hospitals. Data were analyzed November 15, 2023, to September 25, 2024. Exposures Exposures included the Social Vulnerability Index (SVI), Area Deprivation Index (ADI), and Child Opportunity Index (COI), which are composite scores of SDOH factors within a geographic area. A standardized, high-fidelity process was developed to link individual patients to SDOH indices at the US census tract and census block group level. Main Outcomes and Measures The primary outcome was composite SDOH index distribution, which was assessed using interrater reliability scores. Substantial agreement was defined as a Cohen κ statistic higher than 0.60. Results Of 55 865 included patients, 54.6% were male; 34.8% were infants and toddlers (0-3 years of age), 39.0% were school age (4-12 years), and 26.2% were adolescents (13-17 years). A total of 3468 patients (6.2%) could not be matched to either an SVI, ADI, or COI. Patients with missing geocodes were more likely to be Hispanic (20.1% vs 17.1%; P < .001) and have Medicaid insurance (48.1% vs 44.6%; P < .001) compared with patients with addresses that could be geocoded. With all institutions grouped, SDOH indices showed only minor variations. However, within each institution and among institutions, indices varied considerably, especially the ADI. Indices had low-to-fair interrater reliability within institutions (κ range, 0.15-0.33), indicating that each index classified individual patients differently according to disadvantage. Conclusions and Relevance In this multicenter retrospective cohort study of 55 865 pediatric surgical patients, 3 different composite measures of SDOH classified disadvantage for individual patients differently. The SDOH index components should be understood and carefully considered prior to inclusion of a composite measure in the analysis of children's surgical outcomes.
Collapse
Affiliation(s)
| | - Ava Yap
- University of California, San Francisco, San Francisco
| | - Lan Vu
- University of California, San Francisco, San Francisco
| | | | - Dwight Barry
- Seattle Children’s Hospital, Seattle, Washington
| | - Amy M. Shui
- University of California, San Francisco, San Francisco
| | | | - Sarah Cairo
- University of California, San Francisco, San Francisco
| | - Derek Wakeman
- University of Rochester Medical Center, Rochester, New York
| | - Loren Berman
- Nemour’s Children’s Hospital, Wilmington, Delaware
| | | | - Allison F. Linden
- Emory University, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | | | - KuoJen Tsao
- University of Texas Health Science Center, Houston, Texas
| | | |
Collapse
|
14
|
Jones J, Klein MJ, Adiwidjaja A, Ross P, Keefer M, Tan JM. The association between composite measures of social vulnerability and PICU admission for status asthmaticus. Pediatr Allergy Immunol 2024; 35:e14278. [PMID: 39526837 DOI: 10.1111/pai.14278] [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] [Received: 06/03/2024] [Revised: 10/24/2024] [Accepted: 10/30/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Current knowledge of the impact of socioeconomic factors on the risk of admission to the pediatric intensive care unit (PICU) for asthma is limited. Using composite measures of social vulnerability-Social Vulnerability Index (SVI) and Child Opportunity Index (COI) 2.0-we compared patients admitted for status asthmaticus to the PICU and pediatric ward at Children's Hospital Los Angeles (CHLA). We hypothesized patients with a high SVI and low COI are at higher risk for PICU admission. METHODS Patients were identified using ICD-10 codes for asthma. Primary outcome was admission to PICU versus ward for status asthmaticus. Patient-registered residential street addresses were geocoded and spatially joined to SVI and COI 2.0 data at the census tract level. Univariate and regression analyses using the patient's SVI, COI 2.0, and admission location were conducted. RESULTS From January 2017 to March 2022, there were 2458 admissions matched to addresses from 1983 distinct patients. The overall median SVI for all patients was 0.86 (IQR 0.6, 0.9). Overall median COI was 25.0 (IQR 10, 50). There was no difference in SVI or COI for admission to the PICU versus the ward. However, children requiring multiple hospital admissions for asthma were associated with higher SVI and lower COI. CONCLUSIONS Children admitted to CHLA for asthma had an elevated SVI and low COI. There was no difference between admission locations based on SVI or COI scores. This indicates we care for children at increased socioeconomic risk, but this did not increase PICU use for asthma.
Collapse
Affiliation(s)
- Justin Jones
- Children's Hospital Los Angeles, Los Angeles, California, USA
| | | | - Alicia Adiwidjaja
- Children's Hospital Los Angeles, Los Angeles, California, USA
- University of Southern California Spatial Sciences Institute, Los Angeles, California, USA
| | - Patrick Ross
- Children's Hospital Los Angeles, Los Angeles, California, USA
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Matthew Keefer
- Children's Hospital Los Angeles, Los Angeles, California, USA
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Jonathan M Tan
- Children's Hospital Los Angeles, Los Angeles, California, USA
- University of Southern California Spatial Sciences Institute, Los Angeles, California, USA
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| |
Collapse
|
15
|
Tasker RC. Writing for Pediatric Critical Care Medicine: A Checklist When Using Administrative and Clinical Databases for Research. Pediatr Crit Care Med 2024:00130478-990000000-00388. [PMID: 39445982 DOI: 10.1097/pcc.0000000000003631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Affiliation(s)
- Robert C Tasker
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
| |
Collapse
|
16
|
Reddy AR, Gathers CA, Murosko DC, Rainer T, Naim MY, Fowler J. Health Disparities in the Management and Outcomes of Critically Ill Children and Neonates: A Scoping Review. Crit Care Clin 2024; 40:641-657. [PMID: 39218478 PMCID: PMC11369351 DOI: 10.1016/j.ccc.2024.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
To date, health disparities in critically ill children have largely been studied within, not across, specific intensive care unit (ICU) settings, thus impeding collaboration which may help advance the care of critically ill children. The aim of this scoping review is to summarize the literature intentionally designed to examine health disparities, across 3 primary ICU settings (neonatal ICU, pediatric ICU, and cardiac ICU) in the United States. We included over 50 studies which describe health disparities across race and/or ethnicity, area-level indices, insurance status, socioeconomic position, language, and distance.
Collapse
Affiliation(s)
- Anireddy R Reddy
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Main Hospital, Ninth Floor, Room 9NW102, Philadelphia, PA 19104, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA; Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Cody-Aaron Gathers
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA; Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Main Hospital, Ninth Floor, Suite 9NW45, Philadelphia, PA 19104, USA
| | - Daria C Murosko
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, 2-Main, Philadelphia, PA 19104, USA
| | - Tyler Rainer
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Division of Emergency Medicine, Children's Hospital of Philadelphia, 3501 Civic Center Boulevard, 2nd Floor, Philadelphia, PA 19104, USA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA; Division of Cardiac Critical Care, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Main Hospital, Eighth Floor 8555, Philadelphia, PA 19104, USA
| | - Jessica Fowler
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Main Hospital, Ninth Floor, Room 9NW102, Philadelphia, PA 19104, USA; Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| |
Collapse
|
17
|
Magee PM, Asp RA, Myers CN, Grunwell JR, Paquette E, Akande MY. Assessing Social Determinants of Health During Critical Illness: Implications and Methodologies. Crit Care Clin 2024; 40:623-640. [PMID: 39218477 DOI: 10.1016/j.ccc.2024.05.001] [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] [Indexed: 09/04/2024]
Abstract
A growing body of literature has identified social determinants of health (SDoH) as potential contributors to health disparities in pediatric critical illness. Pediatric critical care providers should use validated screening tools to identify unmet social needs and ensure appropriate referral through multisector partnerships. Pediatric critical care researchers should consider factors outside of race and insurance status and explore the association between neighborhood-level factors and disparate health outcomes during critical illness. Measuring and addressing the SDoH at the individual and neighborhood level are important next steps in mitigating health disparities for critically ill pediatric patients.
Collapse
Affiliation(s)
- Paula M Magee
- Division of Pediatric Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, 9 Main Suite 9NW45, Philadelphia, PA 19104, USA.
| | - Rebecca A Asp
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, University of Cincinnati School of Medicine, 3333 Burnet Avenue, ML 2005, Cincinnati, OH 45229, USA
| | - Carlie N Myers
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, University of Cincinnati School of Medicine, 3333 Burnet Avenue, ML 2005, Cincinnati, OH 45229, USA
| | - Jocelyn R Grunwell
- Department of Pediatrics, Children's Healthcare of Atlanta, Emory University School of Medicine, 1405 Clifton Road Northeast, Tower 1, 4th Floor, PCCM Offices, Atlanta GA 30322, USA. https://twitter.com/GrunwellJocelyn
| | - Erin Paquette
- Division of Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital, Northwestern University Feinberg School of Medicine, 225 East Chicago Avenue, Chicago, IL 60611, USA
| | - Manzilat Y Akande
- Section of Critical Care, Department of Pediatrics, Oklahoma University Health Sciences Center, 1100 North Lindsay Avenue, Oklahoma City, OK 73104, USA
| |
Collapse
|
18
|
Tasker RC. Editor's Choice Articles for September. Pediatr Crit Care Med 2024; 25:779-783. [PMID: 39240664 DOI: 10.1097/pcc.0000000000003597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/07/2024]
Affiliation(s)
- Robert C Tasker
- orcid.org/0000-0003-3647-8113
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
| |
Collapse
|
19
|
Garg A, Sochet AA, Hernandez R, Stockwell DC. Association of the Child Opportunity Index and Inpatient Illness Severity in the United States, 2018-2019. Acad Pediatr 2024; 24:1101-1109. [PMID: 38159600 PMCID: PMC11211241 DOI: 10.1016/j.acap.2023.12.008] [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] [Received: 09/08/2023] [Revised: 12/18/2023] [Accepted: 12/19/2023] [Indexed: 01/03/2024]
Abstract
OBJECTIVE Children residing in impoverished neighborhoods have reduced access to health care resources. Our objective was to identify potential associations between Child Opportunity Index (COI), a composite score of neighborhood characteristics, and inpatient severity of illness and clinical trajectory among United States (US) children. METHODS This retrospective cohort study assessed data using the Pediatric Health Information System Registry from 2018 to 2019. Primary exposure variable was COI level (range: very low [CO1 1], low [COI 2], moderate [COI 3], high [COI 4], and very high [COI 5]). Markers of inpatient clinical severity included index mortality, Pediatric Intensive Care Unit (PICU) admission, invasive mechanical ventilation (IMV), and hospital length of stay (LOS). Subgroup analysis of COI and clinical outcome variation by United States Census Geographic Regions was conducted. Adjusted regression analysis was utilized to understand associations between COI and inpatient clinical severity outcomes. RESULTS Of the 132,130 encounters, 44% resided in very low or low COI neighborhoods. In adjusted models, very low COI was associated with increased mortality (aOR: 1.35, 95% CI: 1.05-1.74, P = .018), PICU admission (aOR: 1.06, 95% CI: 1.02-1.11, P = 0.014), IMV (aOR: 1.12, 95% CI: 1.04-1.21, P = .002), and higher hospital LOS (P = .045). Regional variation by COI depicted the East North Central region having the highest rate of mortality (20.5%), P < .001, and PICU admissions (23%), P = .014. CONCLUSIONS Our multicenter, retrospective study highlights the interaction between neighborhood-level deprivation and worsened health disparities, indicating a need for prospective study.
Collapse
Affiliation(s)
- Anjali Garg
- Department of Anesthesia and Critical Care Medicine (A Garg, AA Sochet, and DC Stockwell), Johns Hopkins School of Medicine, Baltimore, Md.
| | - Anthony A Sochet
- Department of Anesthesia and Critical Care Medicine (A Garg, AA Sochet, and DC Stockwell), Johns Hopkins School of Medicine, Baltimore, Md; Department of Medicine (AA Sochet), Divisions of Pediatrics, Johns Hopkins All Children's Hospital Institute for Clinical and Translational Research, St. Petersburg, Fla
| | - Raquel Hernandez
- Pediatric Critical Care Medicine and Pediatrics (R Hernandez), Johns Hopkins All Children's Hospital Institute for Clinical and Translational Research, St. Petersburg, Fla; Department of Pediatrics (R Hernandez), Johns Hopkins University School of Medicine, Baltimore, Md
| | - David C Stockwell
- Department of Anesthesia and Critical Care Medicine (A Garg, AA Sochet, and DC Stockwell), Johns Hopkins School of Medicine, Baltimore, Md
| |
Collapse
|
20
|
Acevedo-Garcia D, Noelke C, Shafer L. Confronting the Role of Structural Racism in Inequities in Child Neighborhood Opportunity and Child Health. Acad Pediatr 2024; 24:S173-S177. [PMID: 39428150 DOI: 10.1016/j.acap.2024.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 04/25/2024] [Accepted: 05/09/2024] [Indexed: 10/22/2024]
Affiliation(s)
- Dolores Acevedo-Garcia
- Institute for Child, Youth and Family Policy, The Heller School for Social Policy and Management, Brandeis University, Waltham, Mass.
| | - Clemens Noelke
- Institute for Child, Youth and Family Policy, The Heller School for Social Policy and Management, Brandeis University, Waltham, Mass
| | - Leah Shafer
- Institute for Child, Youth and Family Policy, The Heller School for Social Policy and Management, Brandeis University, Waltham, Mass
| |
Collapse
|
21
|
Chong SL, Lee JH. The Interplay of Social Determinants of Health With Critical Illness in Pediatric Sepsis. Pediatr Crit Care Med 2024; 25:866-868. [PMID: 39288435 DOI: 10.1097/pcc.0000000000003574] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Affiliation(s)
- Shu-Ling Chong
- Department of Emergency Medicine, KK Women's and Children's Hospital, Singapore
- Paediatrics Academic Clinical Programme, Emergency Medicine Academic Clinical Programme, Duke-NUS Medical School, Singapore
| | - Jan Hau Lee
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore
- Paediatrics Academic Clinical Programme, Duke-NUS Medical School, Singapore
| |
Collapse
|
22
|
Abraham OC, Jampa A, Quinney SK, Haas DM. The Childhood Opportunity Index's Association with Adverse Pregnancy and Newborn Outcomes in Nulliparous Persons. Am J Perinatol 2024; 41:e3052-e3058. [PMID: 37793429 DOI: 10.1055/a-2185-8882] [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: 10/06/2023]
Abstract
OBJECTIVE The objective of the study was to determine if using a novel measure of social determinants of health, the Childhood Opportunity Index (COI), at the time of delivery was associated with development of adverse pregnancy outcomes (APO) in nulliparous pregnant persons. STUDY DESIGN Data were extracted from the 779 participants from a single nuMoM2b (Nulliparous Pregnancy Outcomes Study: monitoring mothers-to-be) study site, a prospective cohort study designed to identify contributors to APOs. Residential address information at delivery was linked to the location's COI. The overall composite and component scores in education, health and environmental, and socioeconomic indices were recorded. APOs of interest included preterm birth, hypertensive disorders of pregnancy, small for gestational age at birth, stillbirth, and gestational diabetes. Participant characteristics were compared by COI category and the association of COI with APOs was analyzed by logistic regression, controlling for age and self-reported race/ethnicity. RESULTS The overall COI distribution was very low (45%), low (17%), moderate (10%), high (15%), and very high (13%). A total of 329 (43.5%) participants experienced at least one APO. Overall COI was associated with developing an APO (p = 0.02). Each component score was also associated with developing APOs and with race/ethnicity (p < 0.05). Compared with higher COI categories, an overall low or very low categorized location was independently associated with developing an APO (odds ratio: 1.636, 95% confidence interval: 1.16-2.31). Adjusting for gestational age at birth, those in lower COI areas had newborns with lower birth weight, birth length, and head circumference (estimate [95% confidence interval] birth weight: -0.0005 g [-0.0008 to -0.0001]; length: -0.065 cm [-0.124 to -0.0091]; head circumference: -0.123 cm [-0.208 to -0.045]). COI was not associated with other newborn outcomes. CONCLUSION COI, a marker for social determinants of health, is independently associated with APOs. The COI may be a tool for risk stratification for pregnant people to help with APO-reducing strategies. KEY POINTS · The COI is a neighborhood-level marker for social determinants of health.. · The COI at time of delivery is associated with APO and newborn birth weight, length, and head circumference.. · The COI may be usable in pregnancy clinics to help identify resource needs to optimize outcomes for pregnant individuals and newborns..
Collapse
Affiliation(s)
- Olivia C Abraham
- Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Alekhya Jampa
- Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Sara K Quinney
- Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
| | - David M Haas
- Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
| |
Collapse
|
23
|
McCrory MC, Akande M, Slain KN, Kennedy CE, Winter MC, Stottlemyre MG, Wakeham MK, Barnack K, Huang JX, Sharma M, Zurca AD, Pinto NP, Dziorny AC, Maddux AB, Garg A, Woodruff AG, Hartman ME, Timmons OD, Heidersbach RS, Cisco MJ, Sochet AA, Wells BJ, Halvorson EE, Saha AK. Child Opportunity Index and Pediatric Intensive Care Outcomes: A Multicenter Retrospective Study in the United States. Pediatr Crit Care Med 2024; 25:323-334. [PMID: 38088770 PMCID: PMC11956080 DOI: 10.1097/pcc.0000000000003427] [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 To evaluate for associations between a child's neighborhood, as categorized by Child Opportunity Index (COI 2.0), and 1) PICU mortality, 2) severity of illness at PICU admission, and 3) PICU length of stay (LOS). DESIGN Retrospective cohort study. SETTING Fifteen PICUs in the United States. PATIENTS Children younger than 18 years admitted from 2019 to 2020, excluding those after cardiac procedures. Nationally-normed COI category (very low, low, moderate, high, very high) was determined for each admission by census tract, and clinical features were obtained from the Virtual Pediatric Systems LLC (Los Angeles, CA) data from each site. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among 33,901 index PICU admissions during the time period, median patient age was 4.9 years and PICU mortality was 2.1%. There was a higher percentage of admissions from the very low COI category (27.3%) than other COI categories (17.2-19.5%, p < 0.0001). Patient admissions from the high and very high COI categories had a lower median Pediatric Index of Mortality 3 risk of mortality (0.70) than those from the very low, low, and moderate COI groups (0.71) ( p < 0.001). PICU mortality was lowest in the very high (1.7%) and high (1.9%) COI groups and highest in the moderate group (2.5%), followed by very low (2.3%) and low (2.2%) ( p = 0.001 across categories). Median PICU LOS was between 1.37 and 1.50 days in all COI categories. Multivariable regression revealed adjusted odds of PICU mortality of 1.30 (95% CI, 0.94-1.79; p = 0.11) for children from a very low versus very high COI neighborhood, with an odds ratio [OR] of 0.996 (95% CI, 0.993-1.00; p = 0.05) for mortality for COI as an ordinal value from 0 to 100. Children without insurance coverage had an OR for mortality of 3.58 (95% CI, 2.46-5.20; p < 0.0001) as compared with those with commercial insurance. CONCLUSIONS Children admitted to a cohort of U.S. PICUs were often from very low COI neighborhoods. Children from very high COI neighborhoods had the lowest risk of mortality and observed mortality; however, odds of mortality were not statistically different by COI category in a multivariable model. Children without insurance coverage had significantly higher odds of PICU mortality regardless of neighborhood.
Collapse
Affiliation(s)
- Michael C. McCrory
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Manzilat Akande
- Department of Pediatrics, Oklahoma University Health Sciences Center, Oklahoma City, OK
| | - Katherine N Slain
- Department of Pediatrics, University Hospitals Rainbow Babies and Children’s Hospital, Cleveland, OH
| | | | - Meredith C. Winter
- Department of Pediatrics, Department of Anesthesiology Critical Care Medicine, Children’s Hospital Los Angeles, Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | - Martin K. Wakeham
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI
| | - Kyle Barnack
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
| | - Jia Xin Huang
- Department of Pediatrics, University of California San Francisco, UCSF Benioff Children’s Hospital Oakland, Oakland, CA
- Department of Pediatrics, University of California San Francisco, UCSF Benioff Children’s Hospital San Francisco, San Francisco, CA
| | - Meesha Sharma
- Department of Pediatrics, University of California San Francisco, UCSF Benioff Children’s Hospital Oakland, Oakland, CA
- Department of Pediatrics, University of California San Francisco, UCSF Benioff Children’s Hospital San Francisco, San Francisco, CA
| | - Adrian D Zurca
- Department of Pediatrics, Northwestern University Feinberg School of Medicine and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Neethi P. Pinto
- Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Adam C. Dziorny
- Department of Pediatrics, University of Rochester School of Medicine, Rochester, NY
| | - Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Anjali Garg
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Johns Hopkins Charlotte Bloomberg Children’s Center, Baltimore, MD
| | - Alan G Woodruff
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Mary E Hartman
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Otwell D. Timmons
- Department of Pediatrics, Atrium Health Levine Children’s Hospital, Charlotte, NC
| | - R. Scott Heidersbach
- Department of Pediatrics, University of California San Francisco, UCSF Benioff Children’s Hospital Oakland, Oakland, CA
| | - Michael J. Cisco
- Department of Pediatrics, University of California San Francisco, UCSF Benioff Children’s Hospital San Francisco, San Francisco, CA
| | - Anthony A. Sochet
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
| | - Brian J Wells
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC
| | | | - Amit K. Saha
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC
| |
Collapse
|
24
|
Heneghan JA. Location, Location, Location: Moving From Aphorism to Action. Pediatr Crit Care Med 2024; 25:383-385. [PMID: 38573042 DOI: 10.1097/pcc.0000000000003446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Affiliation(s)
- Julia A Heneghan
- Division of Pediatric Critical Care, University of Minnesota Masonic Children's Hospital, University of Minnesota, Minneapolis, MN
| |
Collapse
|
25
|
Ferrara P, Cammisa I, Zona M, Corsello G, Giardino I, Vural M, Bali D, Pastore M, Pettoello-Mantovani M. Child Opportunity Index: A Multidimensional Indicator to Measure Neighborhood Conditions Influencing Children's Health. J Pediatr 2024; 264:113649. [PMID: 37517649 DOI: 10.1016/j.jpeds.2023.113649] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Accepted: 07/25/2023] [Indexed: 08/01/2023]
Affiliation(s)
- Pietro Ferrara
- European Pediatric Association/Union of National European Pediatric Societies and Associations (EPA/UNEPSA), Berlin, Germany; Department of Medicine and Surgery, University Campus Bio-Medico, Rome, Italy; Operative Research Unit of Pediatrics, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy; Italian Academy of Pediatrics, Milan, Italy
| | - Ignazio Cammisa
- Operative Research Unit of Pediatrics, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | | | - Giovanni Corsello
- European Pediatric Association/Union of National European Pediatric Societies and Associations (EPA/UNEPSA), Berlin, Germany; Italian Academy of Pediatrics, Milan, Italy; Department of Pediatrics, University of Palermo, Palermo, Italy
| | - Ida Giardino
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Mehmet Vural
- European Pediatric Association/Union of National European Pediatric Societies and Associations (EPA/UNEPSA), Berlin, Germany; Turkish Pediatric Association, Istanbul, Turkey
| | - Donieta Bali
- European Pediatric Association/Union of National European Pediatric Societies and Associations (EPA/UNEPSA), Berlin, Germany; Pediatric Society of Albania, Tirana, Albania
| | - Maria Pastore
- European Pediatric Association/Union of National European Pediatric Societies and Associations (EPA/UNEPSA), Berlin, Germany; Residency Course of Pediatrics, "Casa Sollievo della Sofferenza", University of Foggia, Foggia, Italy
| | - Massimo Pettoello-Mantovani
- European Pediatric Association/Union of National European Pediatric Societies and Associations (EPA/UNEPSA), Berlin, Germany; Italian Academy of Pediatrics, Milan, Italy; Residency Course of Pediatrics, "Casa Sollievo della Sofferenza", University of Foggia, Foggia, Italy.
| |
Collapse
|
26
|
Alizadeh F, Gauvreau K, Mayourian J, Brown E, Barreto JA, Blossom J, Bucholz E, Newburger JW, Kheir J, Vitali S, Thiagarajan RR, Moynihan K. Social Drivers of Health and Pediatric Extracorporeal Membrane Oxygenation Outcomes. Pediatrics 2023; 152:e2023061305. [PMID: 37933403 DOI: 10.1542/peds.2023-061305] [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] [Accepted: 07/12/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Relationships between social drivers of health (SDoH) and pediatric health outcomes are highly complex with substantial inconsistencies in studies examining SDoH and extracorporeal membrane oxygenation (ECMO) outcomes. To add to this literature with emerging novel SDoH measures, and to address calls for institutional accountability, we examined associations between SDoH and pediatric ECMO outcomes. METHODS This single-center retrospective cohort study included children (<18 years) supported on ECMO (2012-2021). SDoH included Child Opportunity Index (COI), race, ethnicity, payer, interpreter requirement, urbanicity, and travel-time to hospital. COI is a multidimensional estimation of SDoH incorporating traditional (eg, income) and novel (eg, healthy food access) neighborhood attributes ([range 0-100] higher indicates healthier child development). Outcomes included in-hospital mortality, ECMO run duration, and length of stay (LOS). RESULTS 540 children on ECMO (96%) had a calculable COI. In-hospital mortality was 44% with median run duration of 125 hours and ICU LOS 29 days. Overall, 334 (62%) had cardiac disease, 92 (17%) neonatal respiratory failure, 93 (17%) pediatric respiratory failure, and 21 (4%) sepsis. Median COI was 64 (interquartile range 32-81), 323 (60%) had public insurance, 174 (34%) were from underrepresented racial groups, 57 (11%) required interpreters, 270 (54%) had urban residence, and median travel-time was 89 minutes. SDoH including COI were not statistically associated with outcomes in univariate or multivariate analysis. CONCLUSIONS We observed no significant difference in pediatric ECMO outcomes according to SDoH. Further research is warranted to better understand drivers of inequitable health outcomes in children, and potential protective mechanisms.
Collapse
Affiliation(s)
| | | | | | | | | | - Jeff Blossom
- Center for Geographic Analysis, Harvard University, Cambridge, Massachusetts
| | | | | | - John Kheir
- Departments of Cardiology
- Departments of Pediatrics
| | - Sally Vitali
- Anesthesia, Critical Care, Pain Medicine, Boston Children's Hospital, Boston, Massachusetts
- Anesthesia, Harvard Medical School, Boston, Massachusetts
| | | | - Katie Moynihan
- Departments of Cardiology
- Departments of Pediatrics
- Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| |
Collapse
|
27
|
Akande MY, Slain KN. Neighborhood Condition and PICU Admission: Facts and Fallacies. Chest 2023; 164:1341-1342. [PMID: 38070952 DOI: 10.1016/j.chest.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 09/01/2023] [Indexed: 12/18/2023] Open
Affiliation(s)
| | - Katherine N Slain
- Department of Pediatrics, Case Western Reserve University School of Medicine, Rainbow Babies & Children's Hospital, Cleveland, OH
| |
Collapse
|