Department of Social Medicine and Health Management, School of Public Health, Jilin University, Changchun 130021, China.
Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun 130021, China.
Int J Environ Res Public Health. 2022 Jun 7;19(12):6962. doi: 10.3390/ijerph19126962.
(1) Background: This study aimed to explore the factors associated with the subjective well-being (SWB) of Chinese adolescents from a more comprehensive perspective and to analyze the importance of its influencing factors. (2) Methods: Obtained from the China Family Panel Studies (CFPS) 2018, the research data involved 2316 adolescents aged 10-15. By using the Chi-square test, -test and binary logistic regression, we investigated the associations of individual-, family- and community-level factors with SWB in Chinese adolescents. To explore the rank of the influencing factors of SWB, the random forest model was set up. (3) Results: In individual-level factors, girls, who were adolescents with higher academic performance and school satisfaction, with the habit of midday napping and reading books, and with higher self-esteem, had a higher SWB. In family-level factors, mothers living at home resulted in a higher SWB, while quarrelling with their parents led to low SWB. In community-level factors, adolescents with better social relationships, social trust and who were better at telling their troubles to others had a higher SWB. Based on the random forest model, the importance degree was ranked, and the top five were decided, including self-esteem (89.949), social relations (43.457), academic performance (31.971), school satisfaction (27.651) and quarrelling with parents (19.026). (4) Conclusions: Self-esteem, social relations, academic performance, school satisfaction and quarrelling with parents are all important variables that are related to the SWB of Chinese adolescents.
(1) 背景:本研究旨在从更全面的角度探讨与中国青少年主观幸福感(SWB)相关的因素,并分析其影响因素的重要性。(2) 方法:本研究数据来自中国家庭追踪调查(CFPS)2018 年的数据,涉及 2316 名 10-15 岁的青少年。采用卡方检验、t 检验和二元逻辑回归分析个体、家庭和社区层面的因素与中国青少年 SWB 的关系。为了探讨 SWB 影响因素的重要性,建立了随机森林模型。(3) 结果:在个体层面因素中,女生、学业成绩和学校满意度较高、有午睡和阅读书籍习惯、自尊心较高的青少年 SWB 较高。在家庭层面因素中,与母亲同住的青少年 SWB 较高,而与父母争吵的青少年 SWB 较低。在社区层面因素中,社会关系、社会信任较好、善于向他人倾诉烦恼的青少年 SWB 较高。基于随机森林模型,对重要性程度进行了排名,前五项分别是自尊心(89.949)、社会关系(43.457)、学业成绩(31.971)、学校满意度(27.651)和与父母争吵(19.026)。(4) 结论:自尊心、社会关系、学业成绩、学校满意度和与父母争吵都是与中国青少年 SWB 相关的重要变量。