Evaluation of academic burnout in college students. Application of SEM with PLS approach

L. Grilo, A. Mubayi, K. Dinkel, B. Amdouni, Joy Ren, Mohini Bhakta
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Abstract

In several academic activities students experience a considerable stress in their daily life. Stressors may affect the mental and physical health of college students, leading some of them to the burnout syndrome. To evaluate this syndrome in students at Arizona State University (ASU), USA, a survey was conducted using a questionnaire previously developed, with ordinal variables. A theoretical Structural Equation Modeling (SEM) was proposed and the estimated model was obtained applying the Partial Least Squares (PLS) approach. Based on the PLS-SEM path coefficients, the latent construct behavioural stress has a direct effect on distress and insecurity, and an indirect effect on both quantitative demands and academic burnout. Both mediator constructs quantitative demands and distress have a direct effect on the academic burnout in students. A multi-group analysis was also conducted to compare the path coefficients of the estimated model by gender, but the differences are not statistically significant. These results allow a better understanding of burnout syndrome in ASU college students, which can severely limit their psychosocial well-being and performance.In several academic activities students experience a considerable stress in their daily life. Stressors may affect the mental and physical health of college students, leading some of them to the burnout syndrome. To evaluate this syndrome in students at Arizona State University (ASU), USA, a survey was conducted using a questionnaire previously developed, with ordinal variables. A theoretical Structural Equation Modeling (SEM) was proposed and the estimated model was obtained applying the Partial Least Squares (PLS) approach. Based on the PLS-SEM path coefficients, the latent construct behavioural stress has a direct effect on distress and insecurity, and an indirect effect on both quantitative demands and academic burnout. Both mediator constructs quantitative demands and distress have a direct effect on the academic burnout in students. A multi-group analysis was also conducted to compare the path coefficients of the estimated model by gender, but the differences are not statistically significant. These...
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大学生学业倦怠的评价。扫描电镜与PLS方法的应用
在一些学术活动中,学生在日常生活中承受着相当大的压力。压力源会影响大学生的身心健康,导致部分大学生出现倦怠综合征。为了评估美国亚利桑那州立大学(ASU)学生的这种综合征,使用先前开发的带有顺序变量的问卷进行了一项调查。提出了一种理论结构方程模型,并应用偏最小二乘方法得到了估计模型。基于PLS-SEM路径系数,潜在构念行为应激对焦虑和不安全感有直接影响,对定量需求和学业倦怠有间接影响。两种中介结构对学生学业倦怠均有直接影响。对估计模型的通径系数也进行了多组分析,按性别进行比较,但差异无统计学意义。这些结果让我们更好地理解了ASU大学生的倦怠综合征,这严重限制了他们的心理健康和表现。在一些学术活动中,学生在日常生活中承受着相当大的压力。压力源会影响大学生的身心健康,导致部分大学生出现倦怠综合征。为了评估美国亚利桑那州立大学(ASU)学生的这种综合征,使用先前开发的带有顺序变量的问卷进行了一项调查。提出了一种理论结构方程模型,并应用偏最小二乘方法得到了估计模型。基于PLS-SEM路径系数,潜在构念行为应激对焦虑和不安全感有直接影响,对定量需求和学业倦怠有间接影响。两种中介结构对学生学业倦怠均有直接影响。对估计模型的通径系数也进行了多组分析,按性别进行比较,但差异无统计学意义。这些……
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