A framework for evaluating reproducibility and replicability in economics

IF 1.7 4区 经济学 Q2 ECONOMICS
Anna Dreber, Magnus Johannesson
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引用次数: 0

Abstract

We propose a framework for evaluating reproducibility and replicability in economics. Reproducibility is defined as testing if the results of an original study can be reproduced using the same data and replicability is defined as testing if the results of an original study hold in new data. We further divide reproducibility and replicability studies into five types: computational reproducibility, recreate reproducibility, robustness reproducibility, direct replicability and conceptual replicability. In addition to this typology we propose indicators to measure the degree of reproducibility and replicability in both individual studies and for a group of studies.
评估经济学再现性和可复制性的框架
我们提出了一个评估经济学可重复性和可复制性的框架。可重复性的定义是检验原始研究的结果是否可以用相同的数据重现,可复制性的定义是检验原始研究的结果是否在新数据中成立。我们进一步将可重复性和可复制性研究分为五种类型:计算可重复性、再现可重复性、稳健性可重复性、直接可复制性和概念可复制性。除此类型外,我们还提出了衡量单项研究和一组研究的再现性和可复制性程度的指标。
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来源期刊
Economic Inquiry
Economic Inquiry ECONOMICS-
CiteScore
3.80
自引率
5.60%
发文量
63
期刊介绍: Published since 1962, (formerly Western Economic Journal), EI is widely regarded as one of the top scholarly journals in its field. Besides containing research on all economics topic areas, a principal objective is to make each article understandable to economists who are not necessarily specialists in the article topic area. Nine Nobel laureates are among EI long list of prestigious authors.
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