Kang Lili, Li Changle, Chen Duohui, Bao Xinxin
School of Health Management, Fujian Medical University, Fuzhou, People's Republic of China.
College of Public Health Sciences, Chulalongkorn University, Bangkok, Thailand.
Psychol Res Behav Manag. 2024 Jan 18;17:201-216. doi: 10.2147/PRBM.S447485. eCollection 2024.
This study was conducted to identify the factors (especially parental involvement, academic self-efficacy, and depression) associated with academic performance among Chinese K-12 students during the COVID-19 pandemic.
This cross-sectional study used data from the 2020 China Family Panel Studies (CFPS). The CFPS was conducted from July to December 2020 during the COVID-19 pandemic. A multistage probability sample proportional to size was used for the survey. The final sample consisted of 1747 K-12 students. This study used the 14-item Chinese Parental Involvement and Support Scale, the Responsibility Scale, and the 8-item Center for Epidemiologic Studies Depression Scale to measure parental involvement, academic self-efficacy, and depression, respectively. An ordered probit regression and structural equation models were employed to analyze the factors associated with academic performance. A multiple imputation technique was applied to compute missing values in selected variables.
We found that parental involvement and academic self-efficacy were positively associated with good academic performance. In contrast, depression was negatively associated with good academic performance. Moreover, academic stress, male, rural residency, middle school, family size, high income, online gaming daily, reading, and intelligence quotient were statistically significant predictors on academic performance.
The empirical findings suggested that parental involvement and academic self-efficacy were positively and significantly associated with good academic performance. However, depression was negatively and significantly associated with good academic performance. These results showed that policymakers and practitioners can help improve academic success and address educational inequalities among K-12 students by implementing a series of reforms.
本研究旨在确定在新冠疫情期间与中国K-12学生学业成绩相关的因素(尤其是家长参与度、学业自我效能感和抑郁)。
本横断面研究使用了2020年中国家庭追踪调查(CFPS)的数据。CFPS于2020年7月至12月新冠疫情期间进行。调查采用了与规模成比例的多阶段概率抽样。最终样本包括1747名K-12学生。本研究分别使用14项中国家长参与和支持量表、责任量表以及8项流行病学研究中心抑郁量表来测量家长参与度、学业自我效能感和抑郁。采用有序概率回归和结构方程模型分析与学业成绩相关的因素。应用多重插补技术计算选定变量中的缺失值。
我们发现家长参与度和学业自我效能感与良好的学业成绩呈正相关。相比之下,抑郁与良好的学业成绩呈负相关。此外,学业压力、男性、农村居住、中学、家庭规模、高收入、每日在线游戏、阅读和智商是学业成绩的统计学显著预测因素。
实证研究结果表明,家长参与度和学业自我效能感与良好的学业成绩呈正相关且具有显著意义。然而,抑郁与良好的学业成绩呈负相关且具有显著意义。这些结果表明,政策制定者和从业者可以通过实施一系列改革来帮助提高学业成就并解决K-12学生之间的教育不平等问题。