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跨学科的研究可重复性的流行病学特征和流行率:对 2018-2019 年发表的文章的范围综述。

Epidemiological characteristics and prevalence rates of research reproducibility across disciplines: A scoping review of articles published in 2018-2019.

机构信息

Heart Institute, University of Ottawa, Ottawa, Canada.

School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada.

出版信息

Elife. 2023 Jun 21;12:e78518. doi: 10.7554/eLife.78518.

Abstract

BACKGROUND

Reproducibility is a central tenant of research. We aimed to synthesize the literature on reproducibility and describe its epidemiological characteristics, including how reproducibility is defined and assessed. We also aimed to determine and compare estimates for reproducibility across different fields.

METHODS

We conducted a scoping review to identify English language replication studies published between 2018 and 2019 in economics, education, psychology, health sciences, and biomedicine. We searched Medline, Embase, PsycINFO, Cumulative Index of Nursing and Allied Health Literature - CINAHL, Education Source via EBSCOHost, ERIC, EconPapers, International Bibliography of the Social Sciences (IBSS), and EconLit. Documents retrieved were screened in duplicate against our inclusion criteria. We extracted year of publication, number of authors, country of affiliation of the corresponding author, and whether the study was funded. For the individual replication studies, we recorded whether a registered protocol for the replication study was used, whether there was contact between the reproducing team and the original authors, what study design was used, and what the primary outcome was. Finally, we recorded how reproducibilty was defined by the authors, and whether the assessed study(ies) successfully reproduced based on this definition. Extraction was done by a single reviewer and quality controlled by a second reviewer.

RESULTS

Our search identified 11,224 unique documents, of which 47 were included in this review. Most studies were related to either psychology (48.6%) or health sciences (23.7%). Among these 47 documents, 36 described a single reproducibility study while the remaining 11 reported at least two reproducibility studies in the same paper. Less than the half of the studies referred to a registered protocol. There was variability in the definitions of reproduciblity success. In total, across the 47 documents 177 studies were reported. Based on the definition used by the author of each study, 95 of 177 (53.7%) studies reproduced.

CONCLUSIONS

This study gives an overview of research across five disciplines that explicitly set out to reproduce previous research. Such reproducibility studies are extremely scarce, the definition of a successfully reproduced study is ambiguous, and the reproducibility rate is overall modest.

FUNDING

No external funding was received for this work.

摘要

背景

可重复性是研究的核心原则。我们旨在综合可重复性文献,并描述其流行病学特征,包括可重复性的定义和评估方法。我们还旨在确定和比较不同领域的可重复性估计值。

方法

我们进行了范围界定审查,以确定 2018 年至 2019 年期间在经济学、教育学、心理学、健康科学和生物医学领域发表的英文复制研究。我们在 Medline、Embase、PsycINFO、护理与联合健康文献累积索引-CINAHL、EBSCOHost 上的教育资源、ERIC、EconPapers、国际社会科学文献目录(IBSS)和 EconLit 进行了搜索。检索到的文件经过双人筛查,以符合我们的纳入标准。我们提取了出版物年份、作者人数、通讯作者的所属国家/地区以及研究是否获得资助等信息。对于个别复制研究,我们记录了是否使用了复制研究的注册方案、复制团队与原始作者之间是否有联系、使用了什么研究设计以及主要结果是什么。最后,我们记录了作者如何定义可重复性,以及根据该定义评估的研究是否成功复制。提取工作由一名评审员完成,另一名评审员对其进行质量控制。

结果

我们的搜索共确定了 11224 个独特的文档,其中 47 个被纳入本综述。大多数研究与心理学(48.6%)或健康科学(23.7%)有关。在这 47 篇文献中,有 36 篇描述了一项单一的可重复性研究,而其余 11 篇文献则在同一份论文中报告了至少两项可重复性研究。不到一半的研究提到了注册方案。可重复性成功的定义存在差异。在这 47 篇文献中,共报道了 177 项研究。根据每项研究作者使用的定义,177 项研究中有 95 项(53.7%)成功复制。

结论

本研究概述了五个学科领域的研究,这些研究明确旨在复制以前的研究。这种可重复性研究非常稀缺,成功复制研究的定义不明确,总体可重复性率适中。

经费

本工作无外部资金支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27ce/10322148/0003a277d835/elife-78518-fig1.jpg

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