Geospatial Analysis of Social Determinants of Health Identifies Neighborhood Hot Spots Associated With Pediatric Intensive Care Use for Life-Threatening Asthma

被引:65
作者
Grunwell, Jocelyn R. [1 ,2 ]
Opolka, Cydney [2 ]
Mason, Carrie [2 ]
Fitzpatrick, Anne M. [1 ,2 ]
机构
[1] Emory Univ, Dept Pediat, Sch Med, 1405 Clifton Rd NE, Atlanta, GA 30322 USA
[2] Childrens Healthcare Atlanta Egleston, Atlanta, GA USA
关键词
Social determinants of health; disparities; status asthmaticus; Social Vulnerability Index; Childhood Opportunity Index; Pediatric intensive care unit; Census tract; Neighborhood; Geocoding; CHILDREN; DISPARITIES; IMPACTS; STATES;
D O I
10.1016/j.jaip.2021.10.065
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
BACKGROUND: Social determinants of health are associated with asthma prevalence and healthcare use in children with asthma, but are multifactorial and complex. Whether social determinants similarly influence exacerbation severity is not clear. OBJECTIVE: Composite measures of social determinants of health and readmission outcomes were evaluated in a large regional cohort of 1,403 school-age children admitted to a pediatric intensive care unit (PICU) for asthma. METHODS: 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, where PICU admission rates per 1,000 children are at or above the 90th percentile, versus non-hot spots. RESULTS: A total of 228 children resided within a neighborhood hot spot (16%). Hot spots were associated with a higher (ie, poorer) 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 (ie, poorer) 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 associated with PICU readmission. Residing within a hot spot was further associated with a longer duration of hospital stay, individual inpatient bed days, and total census tract inpatient bed days. CONCLUSIONS: Social determinants of health identified by geospatial analyses are associated with more severe asthma exacerbation outcomes in children. Outpatient strategies that address both biological and social determinants of health are needed to care for and prevent PICU admissions optimally in children with asthma. (C) 2021 American Academy of Allergy, Asthma & Immunology
引用
收藏
页码:981 / +
页数:12
相关论文
共 47 条
[1]   Pediatric Intensive Care Unit Mortality Among Latino Children Before and After a Multilevel Health Care Delivery Intervention [J].
Anand, Kanwaljeet J. S. ;
Sepanski, Robert J. ;
Giles, Kimberley ;
Shah, Samir H. ;
Juarez, Paul D. .
JAMA PEDIATRICS, 2015, 169 (04) :383-390
[2]   Neighborhood Poverty and Pediatric Intensive Care Use [J].
Andrist, Erica ;
Riley, Carley L. ;
Brokamp, Cole ;
Taylor, Stuart ;
Beck, Andrew F. .
PEDIATRICS, 2019, 144 (06)
[3]  
[Anonymous], Data Visualization Center: Your Window to the USPTO. Patents Dashboard
[4]  
Applehans T, mapview: interactive viewing of spatial data in R
[5]   Poverty Status and Childhood Asthma in White and Black Families: National Survey of Children's Health [J].
Assari, Shervin ;
Lankarani, Maryam Moghani .
HEALTHCARE, 2018, 6 (02)
[6]   The Child Opportunity Index and Disparities in Pediatric Asthma Hospitalizations Across One Ohio Metropolitan Area, 2011-2013 [J].
Beck, Andrew F. ;
Huang, Bin ;
Wheeler, Kathryn ;
Lawson, Nikki R. ;
Kahn, Robert S. ;
Riley, Carley L. .
JOURNAL OF PEDIATRICS, 2017, 190 :200-+
[7]   Mapping Neighborhood Health Geomarkers To Clinical Care Decisions To Promote Equity In Child Health [J].
Beck, Andrew F. ;
Sandel, Megan T. ;
Ryan, Patrick H. ;
Kahn, Robert S. .
HEALTH AFFAIRS, 2017, 36 (06) :999-1005
[8]   Explaining Racial Disparities in Child Asthma Readmission Using a Causal Inference Approach [J].
Beck, Andrew F. ;
Huang, Bin ;
Auger, Katherine A. ;
Ryan, Patrick H. ;
Chen, Chen ;
Kahn, Robert S. .
JAMA PEDIATRICS, 2016, 170 (07) :695-703
[9]   Areas with High Rates of Police-Reported Violent Crime Have Higher Rates of Childhood Asthma Morbidity [J].
Beck, Andrew F. ;
Huang, Bin ;
Ryan, Patrick H. ;
Sandel, Megan T. ;
Chen, Chen ;
Kahn, Robert S. .
JOURNAL OF PEDIATRICS, 2016, 173 :175-+
[10]   Role of Financial and Social Hardships in Asthma Racial Disparities [J].
Beck, Andrew F. ;
Huang, Bin ;
Simmons, Jeffrey M. ;
Moncrief, Terri ;
Sauers, Hadley S. ;
Chen, Chen ;
Ryan, Patrick H. ;
Newman, Nicholas C. ;
Kahn, Robert S. .
PEDIATRICS, 2014, 133 (03) :431-439