Relationship between body mass index, insulin resistance, and metabolic syndrome in children: Effect of vigorous physical activity

The association between physical activity (PA), obesity, insulin resistance (IR), and metabolic syndrome (MetS) in pediatric populations remains unclear. This cross-sectional study investigated 1) whether IR mediates the relationship between obesity and MetS in Korean children, and 2) whether PA intensity modulates the effect of obesity on IR. Six hundred and thirteen Korean children (320 boys/293 girls) aged 9-12 years participated in this study. Mediation analysis showed that body mass index (BMI) z-scores influence MetS directly in boys (β = 2.151, SE = .781, <i>p</i> = .040) and girls (β = 7.531, SE = 1.929, <i>p</i> = .040). A 5000 bootstrapping for an indirect effect confirmed that the homeostatic model assessment for IR (HOMA-IR) mediates the relationship between BMI z-scores and MetS in both boys (β = .544, standard error, SE = .325, 95% confidence interval, 95% CI [0.121, 1.399]) and girls (β = .865, SE = 3.748, 95% CI [0.459, 2.446]). Finally, our moderated-mediation analysis showed a significant interaction effect between BMI z-scores and vigorous PA on HOMA-IR (β = .002, SE = .001, <i>p = </i>.023) in boys only. This indicates that vigorous PA influences the relationship between BMI z-scores and HOMA-IR in boys.

Authors

Institutions

Publication Details

Journal
Journal of Sports Sciences
Published
2026-02-24
DOI
https://doi.org/10.1080/02640414.2026.2637039
Primary Topic
Obesity, Physical Activity, Diet
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Relationship between body mass index, insulin resistance, and metabolic syndrome in children: Effect of vigorous physical activity

Hyunsik KANG, Seamon Kang, Qiu Xiaoming
Journal of Sports Sciences
Obesity, Physical Activity, Diet
article

Relationship between body mass index, insulin resistance, and metabolic syndrome in children: Effect of vigorous physical activity

Hyunsik KANG, Seamon Kang, Qiu Xiaoming
article en

Abstract

The association between physical activity (PA), obesity, insulin resistance (IR), and metabolic syndrome (MetS) in pediatric populations remains unclear. This cross-sectional study investigated 1) whether IR mediates the relationship between obesity and MetS in Korean children, and 2) whether PA intensity modulates the effect of obesity on IR. Six hundred and thirteen Korean children (320 boys/293 girls) aged 9-12 years participated in this study. Mediation analysis showed that body mass index (BMI) z-scores influence MetS directly in boys (β = 2.151, SE = .781, <i>p</i> = .040) and girls (β = 7.531, SE = 1.929, <i>p</i> = .040). A 5000 bootstrapping for an indirect effect confirmed that the homeostatic model assessment for IR (HOMA-IR) mediates the relationship between BMI z-scores and MetS in both boys (β = .544, standard error, SE = .325, 95% confidence interval, 95% CI [0.121, 1.399]) and girls (β = .865, SE = 3.748, 95% CI [0.459, 2.446]). Finally, our moderated-mediation analysis showed a significant interaction effect between BMI z-scores and vigorous PA on HOMA-IR (β = .002, SE = .001, <i>p = </i>.023) in boys only. This indicates that vigorous PA influences the relationship between BMI z-scores and HOMA-IR in boys.

Journal of Sports Sciences
Sungkyunkwan University (KR)
Openalex Percentile: Top 46%
Obesity, Physical Activity, Diet
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.