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  • 标题:What CDM Can Tell About What Students Have Learned: An Analysis of TIMSS Eighth Grade Mathematics
  • 本地全文:下载
  • 作者:Kyong Mi Choi ; Young-Sun Lee ; Yoon Soo Park
  • 期刊名称:Eurasia Journal of Mathematics, Science & Technology Education
  • 印刷版ISSN:1305-8223
  • 电子版ISSN:1305-8223
  • 出版年度:2015
  • 卷号:11
  • 期号:6
  • 页码:1563-1577
  • DOI:10.12973/eurasia.2015.1421a
  • 出版社:Pamukkale Univ Dept Sci Education
  • 摘要:

    International trended assessments have longattempted to provide instructional information to educational researchers andclassroom teachers. Studies have shown that traditional methods of itemanalysis have not provided specific information that can be directly applicableto improve student performance. To this end, cognitive diagnosis models (CDMs)were developed to identify the presence or the absence of multiple fine-grained skills or attributes. This study reanalyzedthe TIMSS 2003 8th grade mathematics assessment by applying acognitive diagnosis modeling approach to provide useful information about testtakers. Specifically, the deterministic, inputs, noisy, “and” gate (DINA;Junker & Sijtsma, 2001) model was used to provide more valuable diagnosticinformation about how well students perform on underlying skills and cognitiveprocesses necessary to answer mathematics problems. Results showed that theinterpretable benefits of using the DINA discrimination index providedadditional information about comparative differences between the U.S. andKorea.

  • 关键词:cognitive diagnosismodel; DINA; TIMSS; 8th grade mathematics
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