The Null Result Penalty

IF 3.8 2区 经济学 Q1 ECONOMICS Economic Journal Pub Date : 2023-08-07 DOI:10.1093/ej/uead060
Felix Chopra, Ingar Haaland, Christopher Roth, Andreas Stegmann
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Abstract

Abstract We examine how the evaluation of research studies in economics depends on whether a study yielded a null result. Studies with null results are perceived to be less publishable, of lower quality, less important and less precisely estimated than studies with large and statistically significant results, even when holding constant all other study features, including the sample size and the precision of the estimates. The null result penalty is of similar magnitude among PhD students and journal editors. The penalty is larger when experts predict a large effect and when statistical uncertainty is communicated with p-values rather than standard errors. Our findings highlight the value of a pre-result review.
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无效结果处罚
摘要:我们研究了经济学研究的评价如何取决于研究是否产生了零结果。即使在保持所有其他研究特征(包括样本量和估计精度)不变的情况下,与具有大量和统计显著结果的研究相比,具有零结果的研究被认为不太可发表、质量较低、不太重要和不太精确的估计。在博士生和期刊编辑中,无效结果的惩罚程度相似。当专家预测一个大的影响时,当统计不确定性是用p值而不是标准误差来传达时,惩罚会更大。我们的研究结果强调了预结果审查的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Economic Journal
Economic Journal ECONOMICS-
CiteScore
6.60
自引率
3.10%
发文量
82
期刊介绍: The Economic Journal is the Royal Economic Society''s flagship title, and is one of the founding journals of modern economics. Over the past 125 years the journal has provided a platform for high quality and imaginative economic research, earning a worldwide reputation excellence as a general journal publishing papers in all fields of economics for a broad international readership. It is invaluable to anyone with an active interest in economic issues and is a key source for professional economists in higher education, business, government and the financial sector who want to keep abreast of current thinking in economics.
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