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人们何时以及为何会受有缺陷的科学影响?轶事和先入之见对循证决策的影响。

When and why do people act on flawed science? Effects of anecdotes and prior beliefs on evidence-based decision-making.

机构信息

Department of Psychology, University of Michigan, 530 Church St., Ann Arbor, MI, 48109, USA.

出版信息

Cogn Res Princ Implic. 2021 Apr 6;6(1):28. doi: 10.1186/s41235-021-00293-2.

Abstract

Today's citizens are expected to use evidence, frequently presented in the media, to inform decisions about health, behavior, and public policy. However, science misinformation is ubiquitous in the media, making it difficult to apply research appropriately. Across two experiments, we addressed how anecdotes and prior beliefs impact readers' ability to both identify flawed science and make appropriate decisions based on flawed science in media articles. Each article described the results of flawed research on one of four educational interventions to improve learning (Experiment 1 included articles about having a tidy classroom and exercising while learning; Experiment 2 included articles about using virtual/augmented reality and napping at school). Experiment 1 tested the impact of a single anecdote and found no significant effect on either participants' evidence evaluations or decisions to implement the learning interventions. However, participants were more likely to adopt the more plausible intervention (tidy classroom) despite identifying that it was unsupported by the evidence, suggesting effects of prior beliefs. In Experiment 2, we tested whether this intervention effect was driven by differences in beliefs about intervention plausibility and included two additional interventions (virtual reality = high plausible, napping = low plausible). We again found that participants were more likely to implement high plausible than low plausible interventions, and that evidence quality was underweighed as a factor in these decisions. Together, these studies suggest that evidence-based decisions are more strongly determined by prior beliefs than beliefs about the quality of evidence itself.

摘要

如今,人们期望公民利用媒体经常呈现的证据来做出有关健康、行为和公共政策的决策。然而,科学错误信息在媒体中无处不在,使得人们难以正确应用研究成果。在两项实验中,我们探讨了轶事和先入为主的观念如何影响读者识别媒体文章中存在缺陷的科学以及基于这些缺陷的科学做出适当决策的能力。每篇文章都描述了四项提高学习效果的干预措施(实验 1 包括关于保持教室整洁和学习时锻炼的文章;实验 2 包括关于使用虚拟现实和在学校午睡的文章)中存在缺陷的研究结果。实验 1 检验了一个轶事的影响,发现它对参与者的证据评估或实施学习干预的决策没有显著影响。然而,尽管参与者认识到该干预措施没有证据支持,但他们更有可能采用更合理的干预措施(整洁的教室),这表明先入为主的观念存在影响。在实验 2 中,我们测试了这种干预效果是否由干预措施的合理性信念差异所驱动,并增加了另外两个干预措施(虚拟现实=高合理,午睡=低合理)。我们再次发现,参与者更倾向于实施高合理的干预措施,而不是低合理的干预措施,并且证据质量在这些决策中被低估了。总的来说,这些研究表明,基于证据的决策更多地受到先入为主的观念的影响,而不是证据质量本身的观念。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/988c/8024433/56306e856a78/41235_2021_293_Fig1_HTML.jpg

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