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High-Resolution Area-Level Measures as Predictors of Pediatric Individual-Level Social Risks

delete2026-07-09
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OA
AI
L
Logan Beyer *
J
Jarvis T. Chen
Y
Yang Lu
R
Rajendra Aldis
M
Michael Flores
B
Benjamin Lê Cook
I
Ichiro Kawachi
N
Natalie Slopen
DOI:10.1016/j.acap.2026.103370delete
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Abstract

Abstract

En 中文
Efficient social risk screening systems are needed to facilitate appropriate referrals and improve preventive care. This study evaluated whether high-resolution area-level measures could identify pediatric patients facing social risks and reduce clinic screening burden.
Keywords:
ADI
Area Deprivation Index
COI
the Child Opportunity Index
PPV
Positive Predictive Value
NPV
Negative Predictive Value
INLA
Integrated Nested Laplace Approximation
IPW
Inverse Probability Weight
ROC
Receiver Operating Characteristic
Se
Sensitivity
Sp
Specificity
AUC
Area Under the Curve
Social determinants of health
social risk screening
neighborhood deprivation
Area Deprivation Index
Child Opportunity Index

Journal

Academic Pediatrics cover
Academic Pediatrics
IF:
2.8
Papers:
2.5K
Citations:
5.7K

Organization

B
boston university
Scholars:
3.7W
Papers: 3.2W
Citations: 67
C
cambridge health alliance
Scholars:
451
Papers: 332
Citations: 0
H
Harvard T. H. Chan School of Public Health
Scholars:
64
Papers: 30
Citations: 0
Cited Papers

Cited Papers

Citing Papers

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