Evidence map›Paper›PMID 35535923›Full record

ArticleJournal of hospital medicine2022

Child Opportunity Index 2.0 and acute care utilization among children with medical complexity.

Cristin Q Fritz, Matt Hall, Jessica L Bettenhausen, Andrew F Beck, Molly K Krager, Katherine L Freundlich, Dena Ibrahim, Joanna E Thomson, James C Gay, Alison R Carroll and 5 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of hospital medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Utilization of the Child Opportunity Index to Evaluate Timing of Tympanostomy Tube Placement.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026
    Article
  6. Article
  7. Area-Level Socioeconomic Disadvantage and Post-PICU Outcomes in Children With an Acquired Brain Injury: Single-Center Retrospective Cohort, 2016-2023.Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Review
  13. Acute care utilization for ambulatory care-sensitive conditions among publicly insured children.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2024
    Article
  14. Review
  15. Observational
  16. Article
  17. Article
  18. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Cristin Q FritzDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0001-5587-730X
Matt HallChildren's Hospital Association, Lenexa, Kansas, USA.ORCID 0000-0001-7778-5887
Jessica L BettenhausenDepartment of Pediatrics, Children's Mercy Kansas City and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri, USA.
Andrew F BeckDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.ORCID 0000-0002-4262-663X
Molly K KragerDepartment of Pediatrics, Children's Mercy Kansas City and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri, USA.
Katherine L FreundlichDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Dena IbrahimDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Joanna E ThomsonDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.ORCID 0000-0002-7538-0998
James C GayDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Alison R CarrollDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0003-4807-7819
Maya NeeleyDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Patricia A FrostDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Alison C HerndonDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0002-2749-8705
Allysa L KehringDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Derek J WilliamsDepartment of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee, USA.

Funding

Learning Health System training program: PROgRESS--Patient/ pRactice Outcomes and Research in Effectiveness and Systems ScienceT32HS026122 · AHRQ · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GRIJALVA, CARLOS G, ROUMIE, CHRISTIANNE L. · 2018 to 2024
$3.5M
AHRQ HHS K08 HS025138AHRQ HHS T32 HS026122
6 · The paper itself

Abstract

backgroundDisproportionately high acute care utilization among children with medical complexity (CMC) is influenced by patient-level social complexity.

objectiveThe objective of this study was to determine associations between ZIP code-level opportunity and acute care utilization among CMC. DESIGN, SETTING, AND

participantsThis cross-sectional, multicenter study used the Pediatric Health Information Systems database, identifying encounters between 2016-2019. CMC aged 28 days to <16 years with an initial emergency department (ED) encounter or inpatient/observation admission in 2016 were included in primary analyses. MAIN OUTCOME AND MEASURES: We assessed associations between the nationally-normed, multi-dimensional, ZIP code-level Child Opportunity Index 2.0 (COI) (high COI = greater opportunity), and total utilization days (hospital bed-days + ED discharge encounters). Analyses were conducted using negative binomial generalized estimating equations, adjusting for age and distance from hospital and clustered by hospital. Secondary outcomes included intensive care unit (ICU) days and cost of care.

resultsA total of 23,197 CMC were included in primary analyses. In unadjusted analyses, utilization days decreased in a stepwise fashion from 47.1 (95% confidence interval: 45.5, 48.7) days in the lowest COI quintile to 38.6 (36.9, 40.4) days in the highest quintile (p < .001). The same trend was present across all outcome measures, though was not significant for ICU days. In adjusted analyses, patients from the lowest COI quintile utilized care at 1.22-times the rate of those from the highest COI quintile (1.17, 1.27).

conclusionsCMC from low opportunity ZIP codes utilize more acute care. They may benefit from hospital and community-based interventions aimed at equitably improving child health outcomes.

Indexed as

Emergency Service, HospitalHospitalizationChildCross-Sectional StudiesHumansIntensive Care UnitsPatient DischargeRetrospective Studies

Identifiers

PMID35535923
PMCPMC9254633

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.