顶级经济学期刊对安慰剂试验的选择性报道

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Anna Dreber, Magnus Johannesson, Yifan Yang
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引用次数: 0

摘要

安慰剂测试会刺激人们少报具有统计意义的测试结果,这是一种反向的 "P-黑客 "行为。我们根据预先登记的分析计划,对 2009 至 2021 年间 11 种顶级经济学期刊中的此类少报现象进行了检验。如果零假设在所有检验中都成立,那么其中 2.5% 的检验应在 5%水平上显著,其影响方向与主检验相同(总计 5%)。在统计上有意义的安慰剂试验中,效果方向相同的实际比例为 1.29% (95% CI [0.83, 1.63]),在统计上有意义的安慰剂试验的总体比例为 3.10% (95% CI [2.2, 4.0])。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Selective reporting of placebo tests in top economics journals

Selective reporting of placebo tests in top economics journals

Placebo tests provide incentives to underreport statistically significant tests, a form of reversed p-hacking. We test for such underreporting in 11 top economics journals between 2009 and 2021 based on a pre-registered analysis plan. If the null hypothesis is true in all tests, 2.5% of them should be significant at the 5% level with an effect in the same direction as the main test (and 5% in total). The actual fraction of statistically significant placebo tests with an effect in the same direction is 1.29% (95% CI [0.83, 1.63]), and the overall fraction of statistically significant placebo tests is 3.10% (95% CI [2.2, 4.0]).

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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