实现计算机自适应测试

IF 0.3 Q3 MEDICINE, GENERAL & INTERNAL
Dario Cecilio-Fernandes
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引用次数: 2

摘要

传统上,知识的评估由项目组成,学生在同一时间回答相同的项目,如特定科目的测试。这个评估可能会被学生认为太容易或太困难。在这两种情况下,测试很可能是无聊的学生,它可能提供很少的信息,学生的知识水平。解决这个问题的一种方法是为每个学生量身定制测试,考虑到下一个问题将根据学生在前一个项目的表现来选择。这种类型的测试被称为计算机适应性测试。与传统的纸笔测试相比,计算机化的适应性测试提供了教育和心理测量学的优势。计算机化的适应性测试比传统的测试需要更少的题目,从而减少学生的疲劳,优化学习。此外,考虑到每个项目的难度水平,为每个学生设计了计算机化的适应性测试。这使得测试更有吸引力和真实性,因为项目将始终与学生的知识水平保持一致。由于计算机化的适应性测试对题目的难度和学生的能力都有要求,因此需要运用题目反应理论,建立题目的难度、学生的能力和正确回答问题的概率之间的关系。计算机化适应测试的实施虽然复杂,但无论从心理测量学的角度,还是从与现代学习理论的契合度来看,计算机化适应测试都有更高的标准。由于计算机化自适应测试的高度复杂性,其实施通常是高风险和大规模的。然而,新的教育模式要求量身定制的教育,尊重每个学生的步伐,计算机化的适应性测试将随着时间的推移被更多地使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementando o teste adaptativo computadorizado
Traditionally, the assessment of knowledge consists of items, who students answered the same items at the same time, such as test of a specific subject. This assessment may be considered too easy or difficulty by the student. In both cases, the test is likely to be boring by the students and it may provide little information on students’ knowledge level. One way of solving this problem is by creating tailored tests for each student, considering that the next question will be selected based on students’ performance on previous items. This type of test is known as computerized adaptative test. Computerized adaptative test provides both educational and psychometrics advantages compared to the traditional paper-pen testing. Computerized adaptative test requires less items than the traditional test, which in turns will decrease students’ fatigue, and optimizing learning. Furthermore, computerized adaptative test is designed for each student, considering the level of difficulty of each item. This makes the teste more attractive and authentic, since the items will be always aligned with the level of students’ knowledge. Since computerized adaptative test requires both the difficulty of the item and students’ ability, it requires the use of Item Response Theory, which establish a relation between difficulty of the item, students’ ability and the probability of answering a question correctly. Although the implementation of computerized adaptative test is complex, computerized adaptative test has a higher standard in both psychometric point of view and the alignment with modern theories of learning. Because of the high complexity, the implementation of computerized adaptative test is usually in high-stakes test and large scale. However, the new educational paradigm in which requires tailored-made education respecting the pace of each student, the computerized adaptative test will be more used over time.
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来源期刊
Scientia Medica
Scientia Medica MEDICINE, GENERAL & INTERNAL-
CiteScore
0.70
自引率
20.00%
发文量
14
审稿时长
10 weeks
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