The prediction model of academic achievement based on cardiorespiratory fitness and BMI status for ninth-grade students

The prediction model of academic achievement based on cardiorespiratory fitness and BMI status for ninth-grade students

Abstract The purpose of this study was to predict an academic achievement model based on cardiorespiratory fitness (CRF) and body mass index (BMI) in ninth-graders. The study sample included 6 530 adolescents from 341 public schools in Slovakia. Criterion-referenced competency tests measuring academ...

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Bibliographic Details
Main Authors: Viktor Bielik, Vladimír Nosáľ, Libuša Nechalová, Milan Špánik, Katarína Žilková, Marian Grendar
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Pediatrics
Subjects:
Academic performance
Physical fitness
Random forest machine learning
School-aged children
Online Access:https://doi.org/10.1186/s12887-024-05353-2
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