Predicting academic achievement from the collaborative influences of executive function, physical fitness, and demographic factors among primary school students in China: ensemble learning methods

被引:0
作者
Zhiyuan Sun
Yunhao Yuan
Xuan Xiong
Shuqiao Meng
Yifan Shi
Aiguo Chen
机构
[1] Yangzhou University,College of Physical Education
[2] Yangzhou University,Institute of Sports, Exercise and Brain
[3] Yangzhou University,School of Information Engineering
[4] Nanjing University,Department of Physical Education
[5] Xidian University,Department of Physical Education
[6] Nanjing Sport Institute,undefined
来源
BMC Public Health | / 24卷
关键词
Academic achievement; Collaborative influences; Executive function; Physical fitness; Demographic information; Ensemble learning methods;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 245 条
[1]  
Beaujean AA(2011)Using personality and cognitive ability to predict academic achievement in a young adult sample Pers Individ Differ 51 709-714
[2]  
Firmin MW(2001)Does Interest Matter? The Relationship between Academic Interest and Achievement in Mathematics J Res Math Educ 32 448-470
[3]  
Attai S(2020)The Influence of Cognitive Ability on Academic Performance of Junior Middle School Students: A Mediated Moderation Model Psychol Dev Educ 36 449-461
[4]  
Johnson CB(2011)Effects of Acute Aerobic Exercise of Different Intensity on Executive Function Acta Psychol Sin 43 1055-1062
[5]  
Firmin RL(2012)Executive Function, Theory of Mind, and Symptom in Children with High Functioning Autism Chin Ment Health J 26 584-589
[6]  
Mena KE(2018)Predicting school achievement: Differential effects of dynamic testing measures and cognitive flexibility for math performance Learn Individ Differ 67 117-125
[7]  
Killer O(2013)Roles of Attention Shifting and Inhibitory Control in Fourth-Grade Reading Comprehension Read Res Q 48 333-348
[8]  
Baumer J(2016)Executive Functions Differentially Contribute to Fourth Graders’ Mathematics, Reading, and Spelling Skills J Cogn Educ Psychol 15 444-463
[9]  
Liang X(2019)Predictors of weight status in school-aged children: a prospective cohort study Eur J Clin Nutr 73 1299-1306
[10]  
He J(2021)Relevance of Physical Fitness and Cardiovascular Disease Risk Circ J 85 623-630