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Information Gain of Psychophysiological Detection of Deception in Forensic and Screening Settings

机译:法医和筛查场所中欺骗行为的心理生理检测的信息增益

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摘要

We adapted and applied the Wells and Olson's (2002) Information Gain Analyses to examine the relative usefulness of a common psycho-physiological deception detection (PDD) technique, the Comparison Question Test, in forensic and screening settings as compared to unassisted lay and professional persons. We found that in forensic settings PDD provided substantial improvements in information gain over unassisted laypersons across nearly the complete range of the base rate of guilt. This was true for accuracy estimates based on laboratory and field data. At p(guilt) = 0.9, a benchmark set by critics of PDD, PDD provided 27 times the information gain of credibility decisions made by unassisted lay persons. Analyses of a screening PDD indicated that only deceptive outcomes provide useful information gain at relevant low base rates of guilt. These results strongly support the use of PDD in forensic settings and have implications for how screening PDD results are used.
机译:我们改编并应用了Wells和Olson(2002)的信息增益分析,以检验法医和筛查设置中与无助同业者和专业人士相比,常见的心理生理欺骗检测(PDD)技术(比较问题测试)的相对有用性。 。我们发现,在法医环境中,PDD几乎在整个基本有罪感率范围内,都比无助外行提供了极大的信息增益。对于基于实验室和现场数据的准确性估算,情况确实如此。在P(guilt)= 0.9(由PDD的批评家设定的基准)下,PDD提供的信息增益是非专业人士做出的信誉决策的27倍。对PDD筛查的分析表明,只有在相关的低基本罪恶率下,欺骗性的结果才能提供有用的信息。这些结果有力地支持了PDD在法医环境中的使用,并且对如何筛选PDD结果产生了影响。

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