Abstract TU131: Agreement Between Parent-Report and Electronic Health Record Body Mass Index Among Children in the Young Hearts Study

L Lucia Petito (Northwestern University, Chicago, Illinois, United States) R Rachel Zmora (Northwestern University, Chicago, Illinois, United States) Y Yaojie Wang A Aashima Chopra (Northwestern University, Chicago, Illinois, United States) D Darci Phillips (Northwestern University, Chicago, Illinois, United States) A Amanda Perak (Lurie Children's Hospital, Northwestern University, Chicago, Illinois, United States) D Donald Lloyd-Jones (Framingham Center for Population and Prevention Science, Framingham, MA) S Sarah de Ferranti (Harvard Medical School, Boston, Massachusetts, United States) H Holly Gooding (Emory University School of Medicine, Atlanta, Georgia, United States) S Stephen Daniels (University of Colorado School of Medicine, Aurora, Colorado, United States) D Darwin Labarthe (Northwestern University, Chicago, Illinois, United States) M Matthew Davis (Department of Chemistry and Centre for Radiochemistry Research, The University of Manchester, Oxford Road, Manchester M13 9PL, U.K.) M Marc Rosenman (Lurie Children's Hospital, Chicago, Illinois, United States) R Rashmi Narayan (AllianceChicago, Chicago, Illinois, United States) M Mark Pletcher (University of California San Francisco, San Francisco, California, United States) F Francis Alenghat (University of Chicago Medicine, Chicago, Illinois, United States) R Rupali Gandhi (Advocate Health, Oak Lawn, Illinois, United States) C Cheryl Lefaiver (Advocate Health, Oak Lawn, Illinois, United States) A Amanda Luff (Advocate Health, Milwaukee, Wisconsin, United States) H Huma Khan B Brad Appelhans (Rush University Medical Center, Chicago, Illinois, United States) K Karen Lui (Rush University Medical Center, Chicago, Illinois, United States) R Rachel Caskey N Norrina Allen (NORTHWESTERN UNIVERSITY, Chicago, Illinois, United States)

Abstract

Background: Childhood obesity is a driver of cardiovascular disease later in life. Given the importance of childhood obesity and recent advances in electronic capture of survey data, many studies have incorporated parent-proxy reports of child weight and height into their design. Here, we aimed to assess the agreement between parent-reported and electronic health record (EHR)-based BMI within a diverse, urban cohort of children, and whether the agreement varied by child age and sex. Methods: We utilized participants aged 2-17 in the Young Hearts Study with both parent-reported and EHR-based BMI data available at baseline. Parent-reported height and weight for their child were collected through electronic surveys and were used to calculate age- and sex-specific BMI percentiles. EHR-based weights, heights, and BMI percentiles were abstracted from the encounter closest in time to the survey completion date. Overweight or obesity was defined as BMI ≥85th percentile. Agreement for BMI percentile was assessed via Pearson correlation, and for classification as overweight or obese via the Kappa statistic. Results: Data from 660 children were included in this study, of whom 319 (48.3%) were female, 166 (25.2%), 263 (39.8%), and 167 (25.3%) were non-Hispanic Black, non-Hispanic White, and Hispanic, and 184 (27.9%), 234 (35.5%), and 242 (36.7%) were aged 2-7, 8-12, and 13-17 years. Overall, the mean parent-reported BMI percentile was 64.9 (SD 32.3) in girls and 63.4 (SD 34.1) in boys; these were slightly higher than the EHR at 70.5 (SD 28.8) in girls and 66.7 (SD 32.3) in boys. Agreement of parent report of BMI percentile with EHR-based BMI percentile increased with child age. For girls, age group-specific correlations were r 2-7 = 0.40, r 8-12 =0.61, and r 13-17 =0.83, and for boys they were r 2-7 = 0.53, r 8-12 =0.69, and r 13-17 =0.75. Agreement for classification as overweight or obese also increased from poor to moderate with age; for girls, age-specific agreement was k 2-7 =0.30, k 8-12 =0.63, and k 13-17 =0.67, and for boys it was k 2-7 =0.43, k 8-12 =0.62, and k 13-17 =0.72. Discussion: Our results suggest slight under-reporting of child BMI by parents overall, with agreement between parent report and EHR BMI percentile increasing with child age. Remote collection of BMI may be a valid supplement to in-clinic assessment for use in research, particularly for teenagers, which may facilitate cheaper and more timely capture of data.

Article Details

Journal Circulation
Volume / Issue Vol. 153, Issue Suppl_1
Published March 24, 2026
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (24)

L

Lucia Petito

Northwestern University, Chicago, Illinois, United States

R

Rachel Zmora

Northwestern University, Chicago, Illinois, United States

Y

Yaojie Wang

A

Aashima Chopra

Northwestern University, Chicago, Illinois, United States

D

Darci Phillips

Northwestern University, Chicago, Illinois, United States

A

Amanda Perak

Lurie Children's Hospital, Northwestern University, Chicago, Illinois, United States

D

Donald Lloyd-Jones

Framingham Center for Population and Prevention Science, Framingham, MA

S

Sarah de Ferranti

Harvard Medical School, Boston, Massachusetts, United States

H

Holly Gooding

Emory University School of Medicine, Atlanta, Georgia, United States

S

Stephen Daniels

University of Colorado School of Medicine, Aurora, Colorado, United States

D

Darwin Labarthe

Northwestern University, Chicago, Illinois, United States

M

Matthew Davis

Department of Chemistry and Centre for Radiochemistry Research, The University of Manchester, Oxford Road, Manchester M13 9PL, U.K.

M

Marc Rosenman

Lurie Children's Hospital, Chicago, Illinois, United States

R

Rashmi Narayan

AllianceChicago, Chicago, Illinois, United States

M

Mark Pletcher

University of California San Francisco, San Francisco, California, United States

F

Francis Alenghat

University of Chicago Medicine, Chicago, Illinois, United States

R

Rupali Gandhi

Advocate Health, Oak Lawn, Illinois, United States

C

Cheryl Lefaiver

Advocate Health, Oak Lawn, Illinois, United States

A

Amanda Luff

Advocate Health, Milwaukee, Wisconsin, United States

H

Huma Khan

B

Brad Appelhans

Rush University Medical Center, Chicago, Illinois, United States

K

Karen Lui

Rush University Medical Center, Chicago, Illinois, United States

R

Rachel Caskey

N

Norrina Allen

NORTHWESTERN UNIVERSITY, Chicago, Illinois, United States