Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, United States of America.
Department of Neuropsychiatry, Graduate School of Medicine, Hirosaki University, Hirosaki, Aomori, Japan.
PLoS One. 2020 Dec 2;15(12):e0242670. doi: 10.1371/journal.pone.0242670. eCollection 2020.
Despite their importance in population health among children and adolescents, our understanding of how individual items mutually interact within and between pediatric health-related quality of life (HRQOL) and school social capital is limited.
We employed network analysis in a general population sample of 7759 children aged 9-15 years to explore the network structure of relations among pediatric HRQOL and school social capital items measured using validated scales. Furthermore, network centrality was examined to identify central items that had stronger and more direct connections with other items in the network than others. Network structure and overall strength of connectivity among items were compared between groups (by sex and age).
Our analysis revealed that the item related to school/academic functioning and the item related to shared enjoyment among students had the highest strength centrality in the network of HRQOL and school social capital, respectively, underpinning their critical roles in pediatric HRQOL and school social capital. Additionally, the edge connecting "I trust my friends at school" and "trouble getting along with peers" had the strongest negative edge weight among ones connecting school social capital and pediatric HRQOL constructs. Network comparison test revealed stronger overall network connectivity in middle schoolers compared to elementary schoolers but no differences between male and female students.
The network approach elucidated the complex relationship of mutually influencing items within and between pediatric HRQOL and school social capital. Addressing central items may promote children's perceived health and school social capital.
尽管儿童和青少年的健康相关生活质量(HRQOL)和学校社会资本在人群健康中很重要,但我们对个体项目如何在儿科 HRQOL 和学校社会资本内部和之间相互作用的理解有限。
我们在一个 7759 名 9-15 岁儿童的普通人群样本中使用网络分析来探索使用经过验证的量表测量的儿科 HRQOL 和学校社会资本项目之间的关系网络结构。此外,还检查了网络中心性,以确定与网络中其他项目相比具有更强和更直接联系的中心项目。比较了不同组(按性别和年龄)之间项目之间的网络结构和整体连接强度。
我们的分析表明,与学校/学业功能相关的项目和与学生之间共享乐趣相关的项目在 HRQOL 和学校社会资本网络中的中心性强度最高,分别为儿科 HRQOL 和学校社会资本的关键角色提供了支持。此外,连接学校社会资本和儿科 HRQOL 结构的“我信任学校的朋友”和“与同龄人相处困难”之间的边缘具有最强的负边缘权重。网络比较测试表明,初中生的整体网络连接性比小学生更强,但男女学生之间没有差异。
网络方法阐明了儿科 HRQOL 和学校社会资本内部和之间相互影响的项目之间的复杂关系。解决核心项目可能会促进儿童的感知健康和学校社会资本。