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何时信任数据:科学推理任务中系统误差的进一步研究

When to trust the data: further investigations of system error in a scientific reasoning task.

作者信息

Penner D E, Klahr D

机构信息

University of Wisconsin, Madison 53706, USA.

出版信息

Mem Cognit. 1996 Sep;24(5):655-68. doi: 10.3758/bf03201090.

Abstract

When evaluating experimental evidence, how do people deal with the possibility that some of the feedback is erroneous? The potential for error means that evidence evaluation must include decisions about when to "trust the data." In this paper we present two studies that focus on subjects' responses to erroneous feedback in a hypothesis testing situation-a variant of Wason's (1960) 2-4-6 rule discovery task in which some feedback was subject to system error: "hits" were reported as "misses" and vice versa. Our results show that, in contrast to previous research, people are equally adept at identifying false negatives and false positives; further, successful subjects were less likely to use a positive test strategy (Klayman & Ha, 1987) than were unsuccessful subjects. Finally, although others have found that generating possible hypotheses prior to experimentation increases success and task efficiency, such a manipulation did little to mitigate the effects of system error.

摘要

在评估实验证据时,人们如何应对某些反馈可能错误的情况?错误的可能性意味着证据评估必须包括关于何时“信任数据”的决策。在本文中,我们呈现了两项研究,这些研究聚焦于在假设检验情境中受试者对错误反馈的反应——这是沃森(1960)的2-4-6规则发现任务的一个变体,其中一些反馈存在系统误差:“命中”被报告为“未命中”,反之亦然。我们的结果表明,与先前的研究相反,人们在识别假阴性和假阳性方面同样熟练;此外,成功的受试者比不成功的受试者更不可能使用阳性测试策略(克莱曼和哈,1987)。最后,尽管其他人发现实验前生成可能的假设会提高成功率和任务效率,但这种操作对减轻系统误差的影响作用不大。

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