ArticleFrontiers in physiology2021
Estimation of Health-Related Physical Fitness Using Multiple Linear Regression in Korean Adults: National Fitness Award 2015-2019.
Article in Frontiers in physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Acute effects of combined supplementation of L-arginine and citrulline malate on aerobic, anaerobic, and CrossFit exercise performance.Scientific reports · 2025Trial
- Longitudinal changes in cardiorespiratory fitness and risk of depressive and anxiety disorders in a nationwide cohort of 7 million participants.Scientific reports · 2026Article
- Associations between body composition and physical performance in Chinese male adults: a cross-sectional study.Frontiers in public health · 2026Article
- Poverty and women's health in Somaliland: examining body mass index and maternal mortality.Journal of health, population, and nutrition · 2025Article
- A study on the development of a fitness age prediction model: the national fitness award cohort study 2017-2021.BMC public health · 2024Article
- Estimation of peak oxygen consumption in individuals with spinal cord injury patients using multiple linear regression analysis: a preliminary study.Physical activity and nutrition · 2023Article
- Estimation of Functional Fitness of Korean Older Adults Using Machine Learning Techniques: The National Fitness Award 2015-2019.International journal of environmental research and public health · 2022Article
- Editorial: ICT-based training intervention for healthy aging: ITIHA.Frontiers in physiology · 2022Article
- Exploring the self-reported physical fitness and self-rated health, mental health disorders, and body satisfaction among Chinese adolescents: A cross-sectional study.Frontiers in psychology · 2022Article
- Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015-2019.Frontiers in physiology · 2022Article
- Estimation of Health-Related Physical Fitness (HRPF) Levels of the General Public Using Artificial Neural Network with the National Fitness Award (NFA) Datasets.International journal of environmental research and public health · 2021Article
- Development of a Heart Rate Variability Prediction Equation Through Multiple Linear Regression Analysis Using Physical Characteristics and Heart Rate Variables.Inquiry : a journal of medical care organization, provision and financingArticle
- Predicting Heart Rate Variability Parameters in Healthy Korean Adults: A Preliminary Study.Inquiry : a journal of medical care organization, provision and financingArticle
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Authors and funding
5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Continuous health care and the measurement of health-related physical fitness (HRPF) is necessary for prevention against chronic diseases; however, HRPF measurements including laboratory methods may not be practical for large populations owing to constraints such as time, cost, and the requirement for qualified technicians. This study aimed to develop a multiple linear regression model to estimate the HRPF of Korean adults, using easy-to-measure dependent variables, such as gender, age, body mass index, and percent body fat. The National Fitness Award datasets of South Korea were used in this analysis. The participants were aged 19-64 years, including 319,643 male and 147,600 females. HRPF included hand grip strength (HGS), flexibility (sit and reach), muscular endurance (sit-ups), and cardiorespiratory fitness (estimated VO
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