对分享研究数据,代码和预印件对引用的影响进行分析
Giovanni Colavizza1,2, Lauren Cadwallader3, Marcel LaFlamme3
1University of Bologna, Bologna, Italy.
PloS one
|October 30, 2024
概括
开放科学实践,如预印稿,研究引用率提高了20.2%,而数据共享则增加了4.3%. 然而,共享代码在本研究中没有显著的引用优势.
科学领域:
- 图书统计学 图书统计学
- 学术传播学术交流
- 开放科学是一个开放的科学.
背景情况:
- 越来越多的人呼吁开放科学实践,以提高研究透明度和可重复性.
- 开放科学包括早期的成果共享 (预版) 和开放的成果共享 (数据,代码).
- 以前的证据表明,开放科学的采用影响了各种研究领域.
研究的目的:
- 调查采用开放科学实践对学术影响的影响,特别是引用数量.
- 量化与预印件,数据共享和代码共享相关的引用优势.
主要方法:
- 利用了开放科学指标数据集 (PLOS和DataSeer),涵盖了122,000篇出版物 (2018-2023年).
- 分析出版物和作者级引用指标.
- 使用控制变量来隔离开放科学指标对引用的影响.
主要成果:
- 预印版出版与显著的20.2%的平均引用优势相关.
- 在存储库中共享数据显示了较小但积极的4.3%的平均引用优势.
- 分享研究代码没有发现任何显著的引用优势.
结论:
- 开放科学实践,特别是预印稿和数据共享,与研究知名度和引用率的提高有关.
- 开放科学的影响在各个学科和实践中各不相同.
- 需要进一步的研究来探索除引用之外的其他影响措施.
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