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  • 标题:EFFECT OF THE ABILITY DISTRIBUTION SHAPE ON THE GENERALIZED MANTEL-HAENSZEL STATISTICS USED FOR DIF DETECTION
  • 本地全文:下载
  • 作者:Angel Manuel FIDALGO ; Maria Laura QUINTANILLA COBIAN
  • 期刊名称:Revista Brasileira de Biometria
  • 印刷版ISSN:0102-0811
  • 电子版ISSN:1983-0823
  • 出版年度:2018
  • 卷号:36
  • 期号:2
  • 页码:439-453
  • DOI:10.28951/rbb.v36i2.211
  • 出版社:Universidade Federal de Lavras
  • 摘要:The main objective of this simulation study was to explore the effect of shape of the  θ distribution on the generalized nominal and ordinal Mantel-Haenszel statistics used for detecting DIF in polytomous items. The variables manipulated were: trait ( θ), distribution shape (normal, positively skewed, and platykurtic),  θ  distribution difference between the reference and the focal group (equal and unequal), sample size (500/ 500 and 500/250 examinees in the reference/focal group), and DIF conditions (No DIF, constant and shift-high DIF patterns). The generalized ordinal Mantel-Haenszel statistic was calculated using integer and log-rank scores. The results show: a) a little impact of the  θ distribution shape on the performance of all the statistics, and b) the advantages of employing log-rank scores, especially when the items show a shift-high DIF pattern.
  • 关键词:Differential item functioning; nonnormal distributions; partial credit model; logrank scores; polytomous items.
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