Studies in Science of Science ›› 2022, Vol. 40 ›› Issue (6): 961-968.

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Practices for Reproducible Science

  

  • Received:2021-03-19 Revised:2021-05-06 Online:2022-06-15 Published:2022-06-15

科学研究的可重复性及其保障措施

周红霞   

  1. 重庆邮电大学
  • 通讯作者: 周红霞

Abstract: [Purpose / significance] This paper is written to address the reproducibility crisis and improve the truth of scientific research. [Method / process] First the definition of reproducibility is introduced. And then selective reporting of results is analyzed to be the main incentive, including HARKing, cognitive biases and p-hacking. Following it, the TOP guidelines for promoting transparency and open science are presented in detail. [Results / conclusion] On the basis of the TOP guidelines, four practices are deeply discussed. They are registered reports , open science, preprints and TOP factor. These practices are significantly effective and should be for wider adoption, evaluation and improvement.

摘要: 【目的/意义】应对可重复性危机,提升科学研究的可靠性。【方法/过程】从可重复性定义出发,分析了研究不可重复的主要诱因是对结果的选择性报道,包括HARKing、认知偏误和p值篡改,并详细介绍了促进透明和开放科学的TOP准则。【结果/结论】以TOP准则为依托,综合了四种适合广泛采用、评价和改进的应对措施,如注册报告、开放科学、预印本和TOP因子。