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Development of Heuristic Bias Detection in Elementary School

机译:小学启发式偏差检测的发展

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Although human reasoning is often biased by intuitive heuristics, recent studies have shown that adults and adolescents detect the biased nature of their judgments. The present study focused on the development of this critical bias sensitivity by examining the detection skills of young children in elementary school. Third and 6th graders were presented with child-friendly versions of classic base-rate problems in which a cued heuristic response could be inconsistent or consistent with the base rates. After each problem children were asked to indicate their subjective response confidence to assess their bias detection skills. Results indicated that 6th graders showed a clear confidence decrease when they gave a heuristic response that conflicted with the base rates. However, this confidence decrease was not observed for 3rd graders, suggesting that they did not yet acknowledge that their judgment was not fully warranted. Implications for the development of efficient training programs and the debate on human rationality are discussed.
机译:尽管人类推理通常会受到直觉启发法的偏见,但最近的研究表明,成年人和青少年会发现其判断的偏见。本研究通过检查小学幼儿的检测技能,着重于这种临界偏倚敏感性的发展。向三年级和六年级的孩子们介绍了经典基础费率问题的儿童友好版本,其中提示的启发式响应可能与基本费率不一致或一致。在每个问题之后,要求儿童表明他们的主观反应信心,以评估他们的偏见检测技能。结果表明,六年级生做出与基本费率相矛盾的启发式反应时,其信心明显下降。但是,三年级学生没有观察到这种信心下降,表明他们尚未承认自己的判断没有充分根据。讨论了对发展有效的培训计划的影响以及关于人类合理性的辩论。

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