自存档平台增强了研究影响力:来自 bioRxiv 的证据

IF 2.8 2区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Hongxu Liu, Guangyuan Hu, Yin Li
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引用次数: 0

摘要

在线自助存档平台的普及极大地促进了新研究成果的传播。然而,这些平台在多大程度上提高了研究的影响力仍不确定,特别是考虑到研究人员可能会偏爱质量较高的预印本。为了确定自存档平台与研究影响力之间的因果关系,我们对2018年发表的5423篇文章进行了抽样调查,这些文章的预印本都存放在bioRxiv上。这些文章与通过文本挖掘算法识别出的 7862 篇没有预印本的类似文章组成的对照组进行了比较。通过对两组文章在一段时间内的前向引用差异进行建模,我们确定了自存档平台对研究影响力的正向因果效应。不过,本研究观察到的效应比以往研究报告的效应要小(18.7% 对 36%),表明结果更准确、更无偏见。此外,本研究还探讨了有助于提高研究影响力的潜在机制,包括早期传播和通过自我存档平台促进的社交网络增加曝光率。总之,本研究拓展了我们对互联网平台时代如何传播研究成果的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The enhanced research impact of self-archiving platforms: Evidence from bioRxiv

The proliferation of online self-archiving platforms has greatly facilitated the dissemination of new research findings. However, the extent to which these platforms have increased the impact of research remains uncertain, especially considering the potential bias of researchers favoring the deposition of higher-quality preprints. To determine the causal relationship between self-archiving platforms and research impact, we conducted an investigation using a sample of 5423 published articles from 2018 that had preprints deposited on bioRxiv. These articles were compared to a control group of 7862 similar articles without preprints, identified through text-mining algorithms. By modeling the differences in forward citations over time between the two groups, we established a positive causal effect of self-archiving platforms on research impact. However, the effect observed in this study was smaller than that reported in previous studies (18.7% vs. 36%), indicating a more accurate and unbiased result. Additionally, the study explored the underlying mechanisms that contribute to the enhancement of research impact, including early dissemination and increased exposure through social networks facilitated by self-archiving platforms. Overall, this study expands our understanding of how research is disseminated in the era of Internet platforms.

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来源期刊
CiteScore
8.30
自引率
8.60%
发文量
115
期刊介绍: The Journal of the Association for Information Science and Technology (JASIST) is a leading international forum for peer-reviewed research in information science. For more than half a century, JASIST has provided intellectual leadership by publishing original research that focuses on the production, discovery, recording, storage, representation, retrieval, presentation, manipulation, dissemination, use, and evaluation of information and on the tools and techniques associated with these processes. The Journal welcomes rigorous work of an empirical, experimental, ethnographic, conceptual, historical, socio-technical, policy-analytic, or critical-theoretical nature. JASIST also commissions in-depth review articles (“Advances in Information Science”) and reviews of print and other media.
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