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Putnick DL, Bell EM, Tyris J, McAdam J, Ghassabian A, Mendola P, Sundaram R, Yeung E. Place-Based Child Opportunity at Birth and Child Development from Infancy to Age 4. J Pediatr 2024; 267:113909. [PMID: 38220066 PMCID: PMC10978256 DOI: 10.1016/j.jpeds.2024.113909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/18/2023] [Accepted: 01/09/2024] [Indexed: 01/16/2024]
Abstract
OBJECTIVE The objective of this study was to evaluate whether the children's neighborhood quality, as a measure of place-based social determinants of health, is associated with the odds of developmental delay and developmental performance up to the age of 4 years. STUDY DESIGN Mothers of 5702 children from the Upstate KIDS Study, a longitudinal population-based cohort of children born from 2008 through 2010, provided questionnaire data and a subset of 573 children participated in a clinic visit. The Child Opportunity Index 2.0 was linked to home census tract at birth. Probable developmental delays were assessed by the Ages and Stages Questionnaire up to 7 times between 4 and 36 months, and developmental performance was assessed via the Battelle Developmental Inventory at the age of 4 years. RESULTS In unadjusted models, higher neighborhood opportunity was protective against developmental delays and was associated with slightly higher development scores at age 4. After adjusting for family-level confounding variables, 10-point higher Child Opportunity Index (on a 100-point scale) remained associated with a lower odds of any developmental delay (OR = .966, 95% CI = .940-.992), and specifically delays in the personal-social domain (OR = .921, 95% CI = .886-.958), as well as better development performance in motor (B = 0.79, 95% CI = 0.11-1.48), personal-social (B = 0.64, 95% CI = 0.003-1.28), and adaptive (B = 0.69, 95% CI = 0.04-1.34) domains at age 4. CONCLUSIONS Community-level opportunities are associated with some aspects of child development prior to school entry. Pediatric providers may find it helpful to use neighborhood quality as an indicator to inform targeted developmental screening.
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Affiliation(s)
- Diane L Putnick
- Epidemiology Branch, Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD.
| | - Erin M Bell
- Department of Environmental Health Sciences, University at Albany School of Public Health, Albany, NY
| | - Jordan Tyris
- Epidemiology Branch, Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD; Division of Hospital Medicine, Children's National Hospital, Washington, DC
| | - Jordan McAdam
- Department of Environmental Health Sciences, University at Albany School of Public Health, Albany, NY
| | - Akhgar Ghassabian
- Departments of Pediatrics, Environmental Medicine, and Population Health, New York University Grossman School of Medicine, New York, NY
| | - Pauline Mendola
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY
| | - Rajeshwari Sundaram
- Biostatistics and Bioinformatics Branch, Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD
| | - Edwina Yeung
- Epidemiology Branch, Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD
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Reddy AR. Child opportunity index is associated with pediatric firearm injury in Philadelphia, Pennsylvania. Front Public Health 2024; 12:1339334. [PMID: 38327580 PMCID: PMC10847309 DOI: 10.3389/fpubh.2024.1339334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/05/2024] [Indexed: 02/09/2024] Open
Abstract
Introduction Firearm injury is the leading cause of death in children. This study uses geospatial mapping to illustrate the burden of pediatric firearm injury in Philadelphia and assesses the relationship between Child Opportunity Index (COI) and injury, hypothesizing that lower COI zip codes would have higher injury and mortality rates. Methods Pediatric firearm injury data for children aged 0-19 years in Philadelphia, from 2015 to February 2023, was visualized by race/ethnicity, fatal versus non-fatal status, and COI for zip code. COI was then dichotomized as "High" or "Low" based on nationally normed scores and used to compare incidence and odds of mortality. Injury incidence rates by COI were calculated using weighted Poisson regression, to adjust for the total number of children in each COI category. Odds of mortality by COI, adjusted for age, sex and race/ethnicity, were calculated using multivariable logistic regression. Results Of 2,339 total pediatric firearm injuries, 366 (16%) were fatal. Males (89%), adolescents (95%) and Black children (88%) were predominately affected. Geospatial mapping showed highest burden in North and West Philadelphia, which corresponded with areas of low COI. The incidence rate ratio (IRR) of injury in low COI zip codes was 2.5 times greater than high COI (IRR 2.5 [1.93-3.22]; p < 0.01). After adjusting for age, sex, and race/ethnicity, odds of mortality in low COI zip codes was nearly twice that of high COI zip codes (aOR 1.95 [0.77-4.92]), though did not demonstrate statistical significance (p = 0.16). Conclusion Child opportunity index is associated with pediatric firearm injury in Philadelphia, Pennsylvania.
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Affiliation(s)
- Anireddy R. Reddy
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
- PolicyLab, Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, United States
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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 2023:S1876-2859(23)00473-4. [PMID: 38159600 DOI: 10.1016/j.acap.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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.
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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
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Najjar N, Opolka C, Fitzpatrick AM, Grunwell JR. Geospatial Analysis of Social Determinants of Health Identifies Neighborhood Hot Spots Associated With Pediatric Intensive Care Use for Acute Respiratory Failure Requiring Mechanical Ventilation. Pediatr Crit Care Med 2022; 23:606-617. [PMID: 35604284 PMCID: PMC9529762 DOI: 10.1097/pcc.0000000000002986] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Poverty, racial bias, and disparities are linked to adverse health outcomes for children in the United States. The social vulnerability and child opportunity indices are composite measures of the social, economic, education, health, and environmental qualities that affect human health for every U.S. census tract. Composite measures of social vulnerability and child opportunity were compared for neighborhood hot spots, where PICU admissions for acute respiratory failure requiring invasive mechanical ventilation were at the 90th percentile or greater per 1,000 children, versus non-hot spots. DESIGN Population-based ecological study. SETTING Two urban free-standing children's hospital PICUs consisting of a 36-bed quaternary academic and a 56-bed tertiary community center, in Atlanta, GA. PATIENTS Mechanically ventilated children who were 17 years of age or younger with a geocodable Georgia residential address admitted to a PICU for at least 1 day. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Residential addresses were geocoded and spatially joined to census tracts. Composite measures of social vulnerability and childhood opportunity, PICU readmission rates, and hospital length of stay were compared between neighborhood hot spots versus non-hot spots. There were 340 of 3,514 children (9.7%) who lived within a hot spot. Hot spots were associated with a higher (worse) composite social vulnerability index ranking, reflecting differences in socioeconomic status, household composition and disability, and housing type and transportation. Hot spots also had a lower (worse) composite childhood opportunity index percentile ranking, reflecting differences in the education, health and environment, and social and economic domains. Higher social vulnerability and lower childhood opportunity were not associated with readmission rates but were associated with longer total median duration of hospital days per 1,000 children in a census tract. CONCLUSIONS Social determinants of health identified by geospatial analyses are associated with acute respiratory failure requiring invasive mechanical ventilation in critically ill children. Interventions addressing the neighborhood social vulnerability and child opportunity are needed to decrease disparities in intensive care admissions for acute respiratory failure requiring mechanical ventilation.
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Affiliation(s)
- Nadine Najjar
- Emory University School of Medicine, Department of Pediatrics, Atlanta, GA
- Children’s Healthcare of Atlanta at Egleston, Atlanta, GA
| | - Cydney Opolka
- Children’s Healthcare of Atlanta at Egleston, Atlanta, GA
| | - Anne M. Fitzpatrick
- Emory University School of Medicine, Department of Pediatrics, Atlanta, GA
- Children’s Healthcare of Atlanta at Egleston, Atlanta, GA
| | - Jocelyn R. Grunwell
- Emory University School of Medicine, Department of Pediatrics, Atlanta, GA
- Children’s Healthcare of Atlanta at Egleston, Atlanta, GA
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Appleton AA, Lin B, Holdsworth EA, Feingold BJ, Schell LM. Prenatal Exposure to Favorable Social and Environmental Neighborhood Conditions Is Associated with Healthy Pregnancy and Infant Outcomes. Int J Environ Res Public Health 2021; 18:6161. [PMID: 34200387 PMCID: PMC8200992 DOI: 10.3390/ijerph18116161] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 06/03/2021] [Accepted: 06/03/2021] [Indexed: 01/14/2023]
Abstract
Neighborhood and individual level risks commonly co-occur for pregnant women and may cumulatively contribute to birth outcomes. Moreover, the relationship between favorable social and environmental neighborhood conditions and perinatal outcomes has been understudied. This study considered the accumulated impact of prenatal exposure to positive neighborhood social, environmental, and educational conditions in relation to maternal health during pregnancy and birth size outcomes. In a prospective study of a multi-ethnic and socioeconomically diverse cohort (n = 239) of pregnant women and their infants, neighborhoods were characterized by the Child Opportunity Index (COI), a census-tract composite indicator representing favorable social, environmental, and educational community conditions. Adjusted generalized estimating equations showed that favorable neighborhood conditions promoted the growth of longer and heavier infant bodies, and reduced the risk of intrauterine growth restriction. The associations were stronger for female versus male infants, though not significantly different. Moreover, COI was associated with better maternal mental health and diet during pregnancy; diet significantly mediated the association between COI and birth size outcomes. This study underscores the importance of considering the accumulated benefit of neighborhood assets for maternal and infant health. Interventions that capitalizes on the full range of contextual assets in which mothers live may promote pregnancy health and fetal growth.
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Affiliation(s)
- Allison A. Appleton
- Department of Epidemiology and Biostatistics, University at Albany School of Public Health, Rensselaer, NY 12144, USA;
| | - Betty Lin
- Department of Psychology, University at Albany College of Arts and Sciences, 1400 Washington Street, Albany, NY 12222, USA;
| | - Elizabeth A. Holdsworth
- Department of Anthropology, University at Albany College of Arts and Sciences, 1400 Washington Street, Albany, NY 12222, USA;
| | - Beth J. Feingold
- Department of Environmental Health Sciences, University at Albany School of Public Health, Rensselaer, NY 12144, USA;
| | - Lawrence M. Schell
- Department of Epidemiology and Biostatistics, University at Albany School of Public Health, Rensselaer, NY 12144, USA;
- Department of Anthropology, University at Albany College of Arts and Sciences, 1400 Washington Street, Albany, NY 12222, USA;
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