Feedback Analysis of Test Anxiety and Academic Performance Among Students

被引:2
|
作者
Ansah, John Pastor [1 ]
Leow, Jing Xin [2 ]
机构
[1] Duke NUS Grad Med Sch, Signat Program Hlth Serv & Syst Res, Singapore, Singapore
[2] Natl Univ Singapore, Fac Arts & Social Sci Econ, Singapore, Singapore
关键词
Academic Performance; Feedback Analysis; System Dynamics; Test Anxiety; SYSTEM DYNAMICS; ATTENTION;
D O I
10.4018/IJSDA.2020100105
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Previous research has shown that test anxiety among students affects academic performance. Understanding the feedback mechanisms underlying the dynamics of test anxiety and academic performance among students will inform the development of interventions to cut the prevalence of text anxiety. Many theories have been proposed to explain the underlying causes of text anxiety and academic performance. In this research, the authors sought to synthesize the dominate theories of test anxiety and academic performance (i.e., cognitive attention model, learning deficit model, dual deficit model, and social learning model) and translate it into an explicit system dynamic simulation model that captures the main feedback loops. Simulation experiments were implement using synthetic data and variation of few parameters in the experiments produced realistic trajectories of students' academic performance.
引用
收藏
页码:100 / 110
页数:11
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