A comparison of preprint search aggregators: comprehensive identification of preprints in the information retrieval stage of evidence syntheses.

IF 8 2区 生物学 Q1 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Zahra Premji, Sarah McGill, Amy Riegelman
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引用次数: 0

Abstract

This study investigated information retrieval of preprint records in the context of evidence synthesis work and compared 12 sources used to discover preprints. Identification of grey literature is often required or recommended in evidence synthesis guidance, and preprints are categorized as grey literature. The purpose of this work is to inform how and where to search for preprints to maximize coverage (through exploration of preprint server across aggregators and databases) while balancing search efficiency. Authors selected aggregators and databases hosting two or more preprint servers and then tested search functionality and extracted characteristics and features. Authors analyzed and compared the selected sources, tabulated the number of essential features, and created comparison tables reflecting database and aggregator features. The study protocol was registered in Open Science Framework registries. Preprint aggregators and databases differ in their content coverage, and their ability to design a comprehensive and reproducible search strategy. Limitations such as character or word limits for queries, limited advanced search operators, and missing export functionality affect the usability of aggregators for evidence synthesis searches. Ongoing updates to search interfaces and functionality and differing approaches to versioning make it challenging to study discovery of preprints across sources. The recommendations and scenarios in this article will assist searchers engaged in evidence synthesis to make informed decisions about where to search for preprints.

预印本搜索聚合器的比较:证据综合信息检索阶段预印本的综合识别。
本研究探讨了在证据合成工作背景下预印本记录的信息检索,并比较了用于发现预印本的12个来源。在证据综合指南中经常要求或建议识别灰色文献,预印本被归类为灰色文献。这项工作的目的是告知如何以及在哪里搜索预印本以最大化覆盖范围(通过探索跨聚合器和数据库的预印本服务器),同时平衡搜索效率。作者选择了拥有两个或更多预印本服务器的聚合器和数据库,然后测试了搜索功能并提取了特征和特征。作者分析和比较了选定的来源,列出了基本特征的数量,并创建了反映数据库和聚合器特征的比较表。该研究方案已在开放科学框架注册中心注册。预印本聚合器和数据库的不同之处在于它们的内容覆盖范围,以及它们设计全面和可重复的搜索策略的能力。查询的字符或单词限制、有限的高级搜索操作符以及缺少导出功能等限制会影响用于证据合成搜索的聚合器的可用性。搜索界面和功能的不断更新以及版本控制的不同方法使得跨源研究预印本的发现具有挑战性。本文中的建议和场景将帮助从事证据合成的研究人员做出明智的决定,决定在哪里搜索预印本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Research Synthesis Methods
Research Synthesis Methods MATHEMATICAL & COMPUTATIONAL BIOLOGYMULTID-MULTIDISCIPLINARY SCIENCES
CiteScore
16.90
自引率
3.10%
发文量
75
期刊介绍: Research Synthesis Methods is a reputable, peer-reviewed journal that focuses on the development and dissemination of methods for conducting systematic research synthesis. Our aim is to advance the knowledge and application of research synthesis methods across various disciplines. Our journal provides a platform for the exchange of ideas and knowledge related to designing, conducting, analyzing, interpreting, reporting, and applying research synthesis. While research synthesis is commonly practiced in the health and social sciences, our journal also welcomes contributions from other fields to enrich the methodologies employed in research synthesis across scientific disciplines. By bridging different disciplines, we aim to foster collaboration and cross-fertilization of ideas, ultimately enhancing the quality and effectiveness of research synthesis methods. Whether you are a researcher, practitioner, or stakeholder involved in research synthesis, our journal strives to offer valuable insights and practical guidance for your work.
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