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具有认知诊断功能的多阶段自适应测验及其影响因素研究
  • ISSN号:1671-6981
  • 期刊名称:《心理科学》
  • 时间:0
  • 分类:TP273.2[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]江西师范大学心理学院,南昌330022, [2]江西师范大学初等教育学院,南昌330022
  • 相关基金:国家自然科学基金(31500909、31600909)、2014年江西省高校人文社会科学一般项目(XL1403)、2015年江西省高校人文社会科学项目(XL1509)和江西省研究生创新基金(YC2015-B025)的资助.
中文摘要:

MST结合了纸笔测验和CAT的优势,现阶段在美国的许多大型考试中得到了应用。本文对CD—MST的可行性进行研究。CD—MST具有认知诊断和自适应的功能;它计算速度较快,允许考生返回检查和修改,在测验的编制上更容易控制。本研究考察了不同的CD—MST在线组卷方法的表现。通过模拟研究发现:四种在线组卷方法中,PWKL的PCCR最低,MPWKL、GDI和SHE的PCCR不存在差异。PWKL受阶段数量的影响最大。随着阶段数量的增加,PWKL的结果越来越接近于其他三种方法。

英文摘要:

Multi-stage Testing is a computerized testing which aims to improve the disadvantages of CAT, it incorporates most of the advantages from CAT and linear testing. Cognitive Diagnosis Assessment aims to determine whether or not examinees have each of many attributes or skills underlying responses to test items. In contrast to IRT, CDA provides a more detailed evaluation of the strengths and weaknesses of students. This study presents Cognitive Diagnostic Multi-stage Testing based on the thoughts ofMST, CDA, CD-CAT and OMST, in order to increase the application of CDA. CD-MST is a new idea which combines CD with MST, it has many advantages. CD-MST has the functions of cognitive diagnosis and adaptive, it can use less items and time to learn the examinee's knowledge c0ndition, it also can offer feedback to examinee regarding his or her strengths and weaknesses; compared with CD-CAT, it has speed superiority, and allows the examinees to go back to check and revise; it is also a flexible testing, the test takers can arrange the testing designs according to their demand. CD-MST can solve some practical problems, it has theoretical and practical values. Item selection strategy is the most important content of CD-CAT, because it can influence the test security, efficiency, the utilization of item bank and the accuracy directly. On-the-fly assemble methods of CD-MST have the same meaning and function. Zheng and Chang (2015)transferred item selection strategies of CAT to OMST. von Davier and Cheng (2014) suggested that item selection strategies of CD-CAT can be used in CD-MST. We use simulation study to verify how well it works when item selection strategy of CD-CAT transfers to on-the-fly assemble of CD-MST. Two simulation studies were used to illustrate on-the-fly assemble of CD-MST under compensation and non-compensation model. The non- compensation model was D1NA model, and the compensation model was rRUM model. On-the-fly assemble methods of CD-MST were PWKL, SHE, MPWKL and GDI. The number of examinee was

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期刊信息
  • 《心理科学》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术学会
  • 主办单位:中国心理学会
  • 主编:李其维
  • 地址:上海市中山北路3663号
  • 邮编:200062
  • 邮箱:xinlikexue@vip.163.com
  • 电话:021-62232236
  • 国际标准刊号:ISSN:1671-6981
  • 国内统一刊号:ISSN:31-1582/B
  • 邮发代号:4-317
  • 获奖情况:
  • 为国务院学位办审定为核心期刊
  • 国内外数据库收录:
  • 中国中国人文社科核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国社科基金资助期刊,中国国家哲学社会科学学术期刊数据库,中国北大核心期刊(2000版)
  • 被引量:46796