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评估1955年至2018年间发表的社会学习研究的可重复性。

Estimating the reproducibility of social learning research published between 1955 and 2018.

作者信息

Minocher Riana, Atmaca Silke, Bavero Claudia, McElreath Richard, Beheim Bret

机构信息

Department of Human Behaviour, Ecology and Culture, Max-Planck Institute for Evolutionary Anthropology, Leipzig, Germany.

出版信息

R Soc Open Sci. 2021 Sep 15;8(9):210450. doi: 10.1098/rsos.210450. eCollection 2021 Sep.

Abstract

Reproducibility is integral to science, but difficult to achieve. Previous research has quantified low rates of data availability and results reproducibility across the biological and behavioural sciences. Here, we surveyed 560 empirical publications, published between 1955 and 2018 in the social learning literature, a research topic that spans animal behaviour, behavioural ecology, cultural evolution and evolutionary psychology. Data were recoverable online or through direct data requests for 30% of this sample. Data recovery declines exponentially with time since publication, halving every 6 years, and up to every 9 years for human experimental data. When data for a publication can be recovered, we estimate a high probability of subsequent data usability (87%), analytical clarity (97%) and agreement of published results with reproduced findings (96%). This corresponds to an overall rate of recovering data and reproducing results of 23%, largely driven by the unavailability or incompleteness of data. We thus outline clear measures to improve the reproducibility of research on the ecology and evolution of social behaviour.

摘要

可重复性是科学的核心,但却难以实现。先前的研究已经量化了生物科学和行为科学领域中数据可用性和结果可重复性的低比率。在此,我们调查了1955年至2018年间发表在社会学习文献中的560篇实证研究论文,该研究主题涵盖动物行为、行为生态学、文化进化和进化心理学。对于该样本的30%,数据可通过在线方式或直接数据请求获取。自论文发表以来,数据获取率呈指数下降,每6年减半,对于人类实验数据,每9年减半。当一篇论文的数据能够被获取时,我们估计后续数据可用性(87%)、分析清晰度(97%)以及已发表结果与重现结果的一致性(96%)的概率较高。这相当于数据恢复和结果重现的总体比率为23%,这在很大程度上是由数据不可用或不完整导致的。因此,我们概述了明确的措施,以提高社会行为生态学和进化研究的可重复性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/224e/8441137/3f1d44097419/rsos210450f01.jpg

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