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  • 标题:Meta-Analysis of Binary Data Based upon Dichotomized Criteria
  • 作者:Heinz Holling ; Dankmar Böhning ; Walailuck Böhning
  • 期刊名称:Zeitschrift für Psychologie
  • 印刷版ISSN:2190-8370
  • 电子版ISSN:2151-2604
  • 出版年度:2007
  • 卷号:215
  • 期号:2
  • 页码:122-131
  • DOI:10.1027/0044-3409.215.2.122
  • 语种:English
  • 出版社:Hogrefe Publishing
  • 摘要:Abstract. This paper considers meta-analysis of binary data that use a dichotomized continuous score. Classification into two categories, e.g., qualified or not qualified, is often based upon a threshold or cut-off value. This threshold might vary between studies since intentionally different values are used. However, conventional meta-analysis methodology analyzing sensitivity and specificity separately might then be confounded by a potentially unknown variation of the cut-off value. In order to cope with varying thresholds, an overall estimate of the misclassification error is suggested instead, which is equivalent to the well-known Youden index. It is argued that this index is less prone to between-study variation of cut-off values. To adjust for potential study effects a Mantel-Haenszel estimator of the overall misclassification error is suggested. Arguments are illustrated using, as an example, the diagnosis of alcoholism using the Alcohol Use Disorders Identification Test (AUDIT). Keywords:  Mantel-Haenszel approach , Youden index , meta-analysis
  • 关键词:Mantel-Haenszel approach; Youden index; meta-analysis
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