ArticleEuropean journal of pediatrics2023
Relationships of BMI, muscle-to-fat ratio, and handgrip strength-to-BMI ratio to physical fitness in Spanish children and adolescents.
Article in European journal of pediatrics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed, 30 citations in OpenAlex.
- Effects on Muscle Mass and Strength in Children with Newly Diagnosed Type 1 Diabetes MellitusJournal of clinical research in pediatric endocrinology · 2026Article
- Discriminatory Capacity of Anthropometric Indicators and Physical Fitness Tests for Identifying Waist-to-Height Ratio-Defined Cardiometabolic Risk in Adolescents According to Sex and Biological Maturity.Children (Basel, Switzerland) · 2026Article
- Medicine ball throw distance weighted with height-to-mass ratio aligns with other physical fitness tasks.Scientific reports · 2026Article
- Muscle strength and power in young volleyball players: reference values and age group differences.BMC sports science, medicine & rehabilitation · 2026Article
- Cluster analysis with body composition data for health risk assessment in children.Pediatric research · 2026Article
- Trends and inequalities in physical fitness and BMI among Chinese college students: an analysis of national surveys between 2019 and 2023.Frontiers in public health · 2026Article
- Association between body mass index and physical fitness among multiethnic children aged 9-12 years in Zhejiang Province, China: a cross-sectional quantile regression analysis.Frontiers in public health · 2026Article
- Exploring the link between BMI and physical fitness in Sichuan's ethnic minority primary school students: insights from quantile regression analysis.BMC pediatrics · 2025Article
- A grip strength prediction tool for older adults based on logistic regression: construction, validation, and clinical application value.Scientific reports · 2025Article
- Cardiorespiratory Fitness in Spanish Youth: The Roles of Sex, Age, Body Composition, and Healthy Lifestyle Habits in Cor-School Study.Children (Basel, Switzerland) · 2025Article
- Vitamin D status and muscle strength in a pan-European cohort of children and adolescents with normal weight and overweight/obesity.European journal of pediatrics · 2025Article
- Exploring the Interplay of Handgrip Neuromuscular, Morphological, and Psychological Characteristics in Tactical Athletes and General Population: Gender- and Occupation-Based Specific Patterns.Journal of functional morphology and kinesiology · 2025Article
- Handgrip strength predicts leg power but not cardiorespiratory fitness in children.Frontiers in physiology · 2025Article
- Sex disparities in body composition trends among elementary school students based on grade.Frontiers in pediatrics · 2025Article
- Beyond BMI: a comprehensive approach to pediatric obesity assessment.Frontiers in pediatrics · 2025Article
- An investigation of the relationship and pathways of influence between body mass index, motor coordination, and health-related physical fitness index in preschool children.Frontiers in public health · 2025Article
- Sport participation, weight status, and physical fitness in French adolescents.European journal of pediatrics · 2024Article
- Longitudinal Associations Between Physical Activity and Sedentary Time and Cardiorespiratory and Muscular Fitness in Preschoolers.Journal of functional morphology and kinesiology · 2024Article
- Impact of anthropometric factors on chest compression depth during CPR provided by children aged 11-14 in a community-wide study.Resuscitation plus · 2024Article
- Relationship between Body Mass Index and Health-Related Physical Fitness Components in HIV-Diagnosed Children and Adolescents.Children (Basel, Switzerland) · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aimed to determine the relationship of body mass index (BMI), muscle-to-fat ratio (MFR), and handgrip strength-to-BMI ratio to physical fitness parameters in an active young population according to sex across four different time points. A total of 2256 Spanish children and adolescents (aged 5-18) from rural areas participating in an extracurricular sport in different municipal sports schools participated in this study. Participants were divided into children (5-10 years) and adolescents (11-18 years), boys and girls, and across four different time points (2018, 2019, 2020, 2021). Data on anthropometric measures (BMI, MFR, appendicular skeletal muscle mass) and physical fitness (handgrip strength, cardiorespiratory fitness, and vertical jump) were collected. Boys who were overweight, but especially boys with obesity, had higher absolute handgrip strength in children and adolescents than their normal weight counterparts in 2020 and 2021. Boys and girls with normal weight presented higher cardiorespiratory fitness and vertical jump than their overweight and obese peers over the years. The MFR was directly correlated with the cardiorespiratory fitness and vertical jump variables, but not with handgrip strength, in boys and girls. The handgrip strength-to-BMI ratio in both sexes was positively correlated to the different physical fitness parameters. Conclusion: BMI, MFR, and handgrip strength-to-BMI can be used as health and physical fitness indicators in this population. What is Known: • BMI is the main indicator commonly used as a proxy for obesity for many years. Nevertheless, it cannot differentiate between fat mass and fat-free mass. • There are other indicators such as MFR and handgrip strength-to-BMI that might be more accurate and can serve to monitor the health and fitness of children and adolescents. What is New: • MFR showed a positive and significant correlation with cardiorespiratory fitness and vertical jump in both sexes. On the other hand, the handgrip strength-to-BMI presented a positive correlation with cardiorespiratory fitness, vertical jump, and handgrip strength. • The use of these indicators obtained through different parameters of body composition and physical fitness can serve as a tool to identify the relationships of the paediatric population with physical fitness.
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