数据论文的同行评审机制研究

图书馆杂志 ›› 2025, Vol. 44 ›› Issue (407): 82-94.

数据论文的同行评审机制研究

屈亚杰1 黄国彬2, 3 （1 北京舞蹈学院图书馆 2 北京大学信息管理系 3 北京大学出版研究院）

出版日期:2025-03-15 发布日期:2025-03-17
作者简介:
屈亚杰北京舞蹈学院图书馆，硕士，馆员。研究方向：科学数据、数据出版。作者贡献：数据收集与实证模型构建、论文撰写与修改。E-mail：quyajie@bda. edu.cn 北京 100081
黄国彬北京大学信息管理系；北京大学出版研究院，副院长。博士，长聘副教授，博士生导师。研究方向：科学数据、信息资源管理。作者贡献：确定论文选题与研究思路、论文修改与指导。北京 100871

Examining the Peer Review Mechanism for Data Paper

Qu Yajie1, Huang Guobin2, 3 (1 Library of Beijing Dance Academy; 2 Department of Information Management, Peking University; 3 Peking University Publishing Research Institute)

Online:2025-03-15 Published:2025-03-17
About author:Qu Yajie1, Huang Guobin2, 3 (1 Library of Beijing Dance Academy; 2 Department of Information Management, Peking University; 3 Peking University Publishing Research Institute)

摘要/Abstract

摘要：

开展数据论文的同行评审机制研究，一方面能够为数据论文的质量提升和学术交流提供有力保障，另一方面也有助于丰富和发展同行评审的理论体系。本文采用网络调研法，选取10 种代表性数据期刊所发布的同行评审指南，从同行评审的主体、方式、流程、内容等4 个角度探析国外数据期刊关于数据论文的同行评审机制，研究发现：数据论文同行评审机制具有4 个特点，即评审主体专业性、评审方式多样性、评审过程开放性、评审内容全面性。为我国数据论文评审带来5 点启示：明确评审原则、重视评审内容的全面性、优化评审专家选择方式、鼓励开放式同行评审、规范评审流程。

关键词:

数据论文数据共享同行评审评审机制

Abstract:

Conducting research on the peer review mechanism for data papers can ensure the quality and academic exchange of data-driven research, as well as advance the theoretical framework of peer review. This article uses the online research method to analyze peer review guidelines published by 10 representative data journals, explores the peer review mechanism of data papers in foreign journals from four aspects: stakeholders, methods, procedures, and content. The findings highlight four main characteristics of the peer review process for data papers: specialized reviewers, diverse review methods, transparency in the review process, and comprehensive review content. Five recommendations are proposed for improving the peer review process for data papers in China: clarifying review principles, emphasizing the thoroughness of review content, optimizing the selection of peer reviewers, encouraging open peer review, and standardizing the peer review process.

Key words:

Data paper, Data sharing, Peer review, Review mechanism

屈亚杰1 黄国彬2, 3 （1 北京舞蹈学院图书馆 2 北京大学信息管理系 3 北京大学出版研究院）. 数据论文的同行评审机制研究 [J]. 图书馆杂志, 2025, 44(407): 82-94.

Qu Yajie1, Huang Guobin2, 3 (1 Library of Beijing Dance Academy, 2 Department of Information Management, Peking University, 3 Peking University Publishing Research Institute). Examining the Peer Review Mechanism for Data Paper[J]. Libraly Journal, 2025, 44(407): 82-94.

参考文献

[ 1 ] 刘凤红，崔金钟，韩芳桥，等. 数据论文：大数据时代新兴学术论文出版类型探讨[J]. 中国科技期刊研究，2014，25（12）：1451–1456.

[ 2 ] 王丹丹. 数据论文：数据集独立出版与共享模式研究[J]. 情报资料工作，2015（5）：95–98.

[ 3 ] Chavan V，Penev L. The data paper：a mechanism to incentivize data publishing in biodiversity science [J/OL]. BMC Bioinformatics，2011，12 (Suppl 15)： S2. https://doi.org/10.1186/1471-2105-12-S15-S2.

[ 4 ] 吴宁，黄国彬. 文献计量视角下的数据论文引用特征剖析[J]. 图书情报研究，2022，15（2）： 33–40.

[ 5 ] 赵蕊菡.科学数据论文的重用现状研究——基于数据期刊“Earth System Science Data”的引文分析[J]. 情报理论与实践，2017，40（11）：52–57；72.

[ 6 ] Kim J. An analysis of data paper templates and guidelines：Types of contextual information described by data journals[J/OL]. Science Editing， 2020，7（1）：16–23. https://doi.org/10.6087/ kcse.185.

[ 7 ] Sherif EL-Tawil， Anil K. Agrawal. Data Papers： A New Submission Category[J]. Journal of Structural Engineering，2019，145(12)：1–2.

[ 8 ] 刘传玺. 数据论文概念辨析及其同行评审研究[J]. 图书馆杂志，2016，35（9）：76–80；93.

[ 9 ] 伏安娜，张计龙，殷沈琴. 数据论文国内外发展研究综述[J]. 图书情报工作，2015，59（24）： 131–138.

[10] Candela L，Castelli D，Manghi P，et al．Data journals：A survey［J］．Journal of the Association for Information Science and Technology，2015，66（9）： 1747–1762．

[11] Vishwas Chavan，Lyubomir Penev，Donald Hobern. Cultural Change in Data Publishing Is Essential[J/OL]. BioScience，2013，63（6）：419– 420. https://doi.org/10.1525/bio.2013.63.6.3.

[12] Dryad. Journal lists[EB/OL]. [2024-02-11]. https://datadryad.org/search/facet/dryad_related_ publication_name_s.

[13] Data in Brief. How Data in Brief manuscripts are reviewed[EB/OL]. [2024-02-11]. https://www. sciencedirect.com/journal/data-in-brief/about/ policies-and-guidelines.

[14] Scientific Data. Guide to referees[EB/OL]. [2024- 02-11]. https://www.nature.com/sdata/policies/for-referees.

[15] ESSD. Review guidelines[EB/OL]. [2024-02-11]. https://www.earth-system-science-data.net/peer_ review/review_criteria.html.

[16] Data. Guidelines for Reviewers[EB/OL]. [2024-02-11]. https://www.mdpi.com/journal/data/guidelines.

[17] Biodiversity Data Journal. Peer Review[EB/OL]. [2024- 02-11]. https://bdj.pensoft.net/about#Peerreview.

[18] GigaScience. Guide for GigaScience reviewers[EB/OL]. [2024-02-11]. https://academic.oup.com/ gigascience/pages/reviewer_guidelines.

[19] BMC Research Notes. Peer-review policy[EB/OL]. [2024-02-11]. https://bmcresnotes.biomedcentral. com/about/#peer-review+policy.

[20] F1000Research. Review Guidelines[EB/OL]. [2024-02-11]. https://f1000research.com/for-referees/guidelines.

[21] Geoscience Data Journal. Guidelines for Reviewers[EB/OL]. [2024-02-11]. https://rmets. onlinelibrary.wiley.com/hub/journal/20496060/ guidelines-for-reviewers.

[22] JOAD. Peer Review Process[EB/OL]. [2024-02-11]. https://openarchaeologydata.metajnl.com/about/ editorialpolicies/.

[23] Scientific Data. Editorial Board[EB/OL]. [2023-11-09]. https://www.nature.com/sdata/editorial-board.

[24] GigaScience. Editorial Team[EB/OL]. [2023-11-09]. https://academic.oup.com/gigascience/pages/ Editorial_Board.

[25] BMC Research Notes. Information for BMC Series reviewers[EB/OL]. [2023-12-08]. https://www. biomedcentral.com/p/the-bmc-series-journals/for-reviewers.

[26] F1000Research. Finding Article Reviewers[EB/OL]. [2023-12-08]. https://f1000research.com/for-authors/tips-for-finding-referees.

[27] BDJ. General Responsibilities of Reviewers[EB/ OL]. [2023-12-08]. https://bdj.pensoft.net/about# GuidelinesforReviewers.

[28] ESSD. Obligations for referees[EB/OL]. [2023-12-08]. https://www.earth-system-science-data.net/policies/ obligations_for_referees.html.

[29] Scientific Data. Peer Review Information[EB/OL]. [2023-12-08]. https://mjl.clarivate.com/journal-profile.

[30] Geoscience Data Journal. Peer Review Information[EB/ OL]. [2023-12-12]. https://mjl.clarivate.com/ journal-profile.

[31] Data in Brief. Guide for Authors[EB/OL]. [2023- 12-12]. https://www.elsevier.com/journals/data-in-brief/2352-3409/guide-for-authors.

[32] Data. Editorial Procedures and Peer-Review[EB/OL]. [2023-12-12]. https://www.mdpi.com/journal/data/ instructions#editorial_procedure.

[33] BMC Research Notes. In Review[EB/OL]. [2023-11- 09]. https://bmcresnotes.biomedcentral.com/in-review.

[34] ESSD. Peer Review：Interactive review process[EB/OL]. [2023-12-12]. https://www.earth-system-science-data.net/peer_review/interactive_review_process. html.

[35] F1000Research. F1000Research：open and post-publication peer review[EB/OL]. [2023-12-12]. https://authorservices.taylorandfrancis.com/ publishing-your-research/peer-review/.