The influence of ability level and big five personality traits on examinees' test-taking behaviour in computerised adaptive testing

Hong Lu, Yun Tian, Chao Wang
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引用次数: 1

Abstract

For the examinees who exhibit test-taking behaviour that is non-effortful, the resulting scores are less valid because they are likely to underestimate what the examinees actually know and can do. Based on previous studies, the present study explored whether there was significant influence of ability level and big five personality traits on test-taking behaviour in the context of computerised adaptive testing (CAT) with binary logistic regression model. 126 items which varied in terms of their discrimination and difficulty constructed item bank of adaptive testing system. Chinese big five personality inventory brief version and CAT were administered to 142 students who majored in educational technology in a university. The results indicated that both ability level and big five personality traits had significant effect on examinees' test-taking behaviour. Further, the big five personality traits had a stronger effect on examinees' test-taking behaviour than ability level. As this study was one of the first to investigate the influence of ability level and big five personality traits on test-taking behaviour in the context of CAT, it provided new insights into the dynamics of test-taking behaviour in CAT.
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计算机化自适应考试中能力水平和大五人格特征对考生应试行为的影响
对于那些表现出不努力的应试行为的考生,结果分数的有效性较低,因为他们可能低估了考生的实际知识和能力。本研究在前人研究的基础上,运用二元logistic回归模型探讨了能力水平和大五人格特征对计算机化自适应测验(CAT)情境下的应试行为是否有显著影响。选取126个辨识度和难易度不同的题目,构建了自适应测试系统的题库。对某高校142名教育技术专业学生进行中国大五人格量表简版和CAT测试。结果表明,能力水平和大五人格特征对考生的应试行为均有显著影响。此外,五大人格特征对考生应试行为的影响大于能力水平。本研究首次探讨了能力水平和大五人格特征对CAT考试行为的影响,为CAT考试行为的动力学研究提供了新的见解。
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