Developmental Reorganization of Sport–Executive Function Networks Across Adolescence: Evidence from Bayesian Modeling

This study recruited 1,878 adolescents from grades 7 to 12. However, 77 students were excluded from the final analysis due to absences or health issues, resulting in a final sample of 1,801 participants, including 878 males and 923 females, aged 13–18, with an average age of 15.47 years (SD = 1.70). All participants had normal physical, intellectual, auditory, and visual conditions, and both parents and class teachers were fully informed about the students’ participation in the experiment. The study was approved by the Ethics Committee of Northwest Normal University, with approval number 2023010. In addition, we will also upload all the codes for data analysis, including the GGM network analysis and Bayesian network analysis of the overall sample, the comparison of GGM and Bayesian networks among different age groups, and the comparison of GGM and Bayesian networks among different genders.本研究从7至12年级招募了1878名青少年。但有77名学生因缺勤或健康问题被排除在最终分析之外，最终有效样本量为1801名参与者，其中男性878名，女性923名，年龄范围为13至18岁，平均年龄为15.47岁（SD=1.70）。所有参与者身体、智力、听觉及视觉功能均正常，且学生家长与班主任均已充分知晓学生参与本实验的相关事宜。本研究已通过西北师范大学伦理委员会审批，审批编号为2023010。此外，本研究还将上传所有数据分析代码，包括全样本的高斯图模型（Gaussian Graphical Model，GGM）网络分析与贝叶斯网络（Bayesian Network）分析、不同年龄组间GGM与贝叶斯网络的对比分析，以及不同性别组间GGM与贝叶斯网络的对比分析。