• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

以及,非或:科学出版中的质量与数量。

And, not or: Quality, quantity in scientific publishing.

作者信息

Michalska-Smith Matthew J, Allesina Stefano

机构信息

Department of Ecology & Evolution, University of Chicago, Chicago IL, United States of America 60637.

Computation Institute, University of Chicago, Chicago IL, United States of America 60637.

出版信息

PLoS One. 2017 Jun 1;12(6):e0178074. doi: 10.1371/journal.pone.0178074. eCollection 2017.

DOI:10.1371/journal.pone.0178074
PMID:28570567
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5453441/
Abstract

Scientists often perceive a trade-off between quantity and quality in scientific publishing: finite amounts of time and effort can be spent to produce few high-quality papers or subdivided to produce many papers of lower quality. Despite this perception, previous studies have indicated the opposite relationship, in which productivity (publishing more papers) is associated with increased paper quality (usually measured by citation accumulation). We examine this question in a novel way, comparing members of the National Academy of Sciences with themselves across years, and using a much larger dataset than previously analyzed. We find that a member's most highly cited paper in a given year has more citations in more productive years than in in less productive years. Their lowest cited paper each year, on the other hand, has fewer citations in more productive years. To disentangle the effect of the underlying distributions of citations and productivities, we repeat the analysis for hypothetical publication records generated by scrambling each author's citation counts among their publications. Surprisingly, these artificial histories re-create the above trends almost exactly. Put another way, the observed positive relationship between quantity and quality can be interpreted as a consequence of randomly drawing citation counts for each publication: more productive years yield higher-cited papers because they have more chances to draw a large value. This suggests that citation counts, and the rewards that have come to be associated with them, may be more stochastic than previously appreciated.

摘要

科学家们常常认为在科学出版中数量与质量之间存在权衡

有限的时间和精力可以用于产出少量高质量论文,或者细分用于产出多篇质量较低的论文。尽管有这种看法,但先前的研究表明了相反的关系,即生产力(发表更多论文)与论文质量提高(通常通过引用积累来衡量)相关。我们以一种新颖的方式研究这个问题,将美国国家科学院的成员多年来的情况进行自身对比,并使用了比之前分析的大得多的数据集。我们发现,在给定年份中,一位成员被引用次数最多的论文在生产力较高的年份比在生产力较低的年份有更多的引用。另一方面,他们每年被引用次数最少的论文在生产力较高的年份引用次数较少。为了厘清引用和生产力的潜在分布的影响,我们对通过打乱每位作者在其出版物中的引用次数生成的假设出版记录重复进行分析。令人惊讶的是,这些人为的历史记录几乎完全重现了上述趋势。换句话说,观察到的数量与质量之间的正相关关系可以解释为每个出版物随机抽取引用次数的结果:生产力较高的年份会产生被引用次数更高的论文,因为它们有更多机会抽到一个大的数值。这表明引用次数以及与之相关的奖励可能比之前所认为的更具随机性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/62eec3b13356/pone.0178074.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/b841ea0bd8d6/pone.0178074.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/ef04ad339807/pone.0178074.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/94869fdacc38/pone.0178074.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/62eec3b13356/pone.0178074.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/b841ea0bd8d6/pone.0178074.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/ef04ad339807/pone.0178074.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/94869fdacc38/pone.0178074.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bef/5453441/62eec3b13356/pone.0178074.g004.jpg

相似文献

1
And, not or: Quality, quantity in scientific publishing.以及,非或:科学出版中的质量与数量。
PLoS One. 2017 Jun 1;12(6):e0178074. doi: 10.1371/journal.pone.0178074. eCollection 2017.
2
Productive scientists are associated with lower disruption in scientific publishing.高产的科研人员与科学出版物中断率较低有关。
Proc Natl Acad Sci U S A. 2024 May 21;121(21):e2322462121. doi: 10.1073/pnas.2322462121. Epub 2024 May 17.
3
The Pagerank-Index: Going beyond Citation Counts in Quantifying Scientific Impact of Researchers.PageRank指数:超越引用次数来量化研究人员的科学影响力
PLoS One. 2015 Aug 19;10(8):e0134794. doi: 10.1371/journal.pone.0134794. eCollection 2015.
4
Methods for measuring the citations and productivity of scientists across time and discipline.衡量科学家跨时间和学科的引用量及产出率的方法。
Phys Rev E Stat Nonlin Soft Matter Phys. 2010 Mar;81(3 Pt 2):036114. doi: 10.1103/PhysRevE.81.036114. Epub 2010 Mar 24.
5
Aberration of the Citation.引用偏差
Account Res. 2016;23(4):230-44. doi: 10.1080/08989621.2015.1127763.
6
Multiple Citation Indicators and Their Composite across Scientific Disciplines.跨学科的多种引用指标及其综合指标
PLoS Biol. 2016 Jul 1;14(7):e1002501. doi: 10.1371/journal.pbio.1002501. eCollection 2016 Jul.
7
Impact Factors and Prediction of Popular Topics in a Journal.期刊中热门话题的影响因素及预测
Ultraschall Med. 2016 Aug;37(4):343-5. doi: 10.1055/s-0042-111209. Epub 2016 Aug 4.
8
Citation indexing and evaluation of scientific papers.科学论文的引文索引与评价
Science. 1967 Mar 10;155(3767):1213-9. doi: 10.1126/science.155.3767.1213.
9
Global citation inequality is on the rise.全球引文不平等现象正在加剧。
Proc Natl Acad Sci U S A. 2021 Feb 16;118(7). doi: 10.1073/pnas.2012208118.
10
Scientometric analysis of anthropology in the Republic of Croatia for the period of 1980-1996.1980 - 1996年克罗地亚共和国人类学的科学计量分析
Coll Antropol. 1997 Jun;21(1):301-18.

引用本文的文献

1
Demographics, Trends, and Outcomes of Medical Student Presenters at National Plastic Surgery Conferences: A 10-year Analysis.全国整形外科学术会议上医学生演讲者的人口统计学特征、趋势及成果:一项为期10年的分析。
Plast Reconstr Surg Glob Open. 2025 Apr 4;13(4):e6648. doi: 10.1097/GOX.0000000000006648. eCollection 2025 Apr.
2
What are the ethical limits of claimed scientific authorship? a case report of relevance.所谓科学著作权的道德界限是什么?一份相关病例报告。
Cell Mol Life Sci. 2025 Mar 17;82(1):120. doi: 10.1007/s00018-025-05650-8.
3
A twofold perspective on the quality of research publications: The use of ICTs and research activity models.

本文引用的文献

1
Quantifying the evolution of individual scientific impact.量化个体科学影响力的演变。
Science. 2016 Nov 4;354(6312). doi: 10.1126/science.aaf5239.
2
Fewer numbers, better science.数量越少,科学越好。
Nature. 2016 Oct 27;538(7626):453-455. doi: 10.1038/538453a.
3
The pressure to publish pushes down quality.发表论文的压力降低了质量。
关于研究出版物质量的双重视角:信息通信技术的使用与研究活动模型
PLoS One. 2025 Jan 14;20(1):e0308952. doi: 10.1371/journal.pone.0308952. eCollection 2025.
4
A memory-theoretic account of citation propagation.一种关于引文传播的记忆理论解释。
R Soc Open Sci. 2024 May 29;11(5):231521. doi: 10.1098/rsos.231521. eCollection 2024 May.
5
Productive scientists are associated with lower disruption in scientific publishing.高产的科研人员与科学出版物中断率较低有关。
Proc Natl Acad Sci U S A. 2024 May 21;121(21):e2322462121. doi: 10.1073/pnas.2322462121. Epub 2024 May 17.
6
Cumulative advantage and citation performance of repeat authors in scholarly journals.学术期刊中重复作者的累积优势和引文表现。
PLoS One. 2022 Apr 13;17(4):e0265831. doi: 10.1371/journal.pone.0265831. eCollection 2022.
7
Games academics play and their consequences: how authorship, -index and journal impact factors are shaping the future of academia.游戏学术和他们的后果:作者身份、-索引和期刊影响因素如何塑造学术的未来。
Proc Biol Sci. 2019 Dec 4;286(1916):20192047. doi: 10.1098/rspb.2019.2047.
8
The Top 20 Most Prolific Authors in the : What Is Their Impact?发文量前 20 位的高产作者:他们的影响如何?
AJNR Am J Neuroradiol. 2018 Dec;39(12):2182-2186. doi: 10.3174/ajnr.A5852. Epub 2018 Oct 25.
Nature. 2016 May 12;533(7602):147. doi: 10.1038/533147a.
4
The Distribution of the Asymptotic Number of Citations to Sets of Publications by a Researcher or from an Academic Department Are Consistent with a Discrete Lognormal Model.研究人员或学术部门对出版物集的渐近引用次数分布与离散对数正态模型一致。
PLoS One. 2015 Nov 16;10(11):e0143108. doi: 10.1371/journal.pone.0143108. eCollection 2015.
5
Journal Impact Factor Shapes Scientists' Reward Signal in the Prospect of Publication.期刊影响因子在论文发表前景中塑造科学家的奖励信号。
PLoS One. 2015 Nov 10;10(11):e0142537. doi: 10.1371/journal.pone.0142537. eCollection 2015.
6
Don't let the truth get in the way of a good story: an illustration of citation bias in epidemiologic research.别让真相妨碍了精彩的故事:流行病学研究中引用偏倚的一个例证
Am J Epidemiol. 2014 Aug 15;180(4):446-8. doi: 10.1093/aje/kwu164. Epub 2014 Jul 2.
7
Impact factor distortions.影响因子失真。
Science. 2013 May 17;340(6134):787. doi: 10.1126/science.1240319.
8
Solutions to replace quantity with quality in science.科学领域中以质代量的解决方案。
Trends Ecol Evol. 2012 Nov;27(11):586; author reply 587-8. doi: 10.1016/j.tree.2012.08.007. Epub 2012 Sep 6.
9
Obsession with quantity: a view from the south.对数量的痴迷:来自南方的视角。
Trends Ecol Evol. 2012 Nov;27(11):585; author reply 587-8. doi: 10.1016/j.tree.2012.07.016. Epub 2012 Aug 20.
10
Academia's obsession with quantity.学术界对数量的痴迷。
Trends Ecol Evol. 2012 Sep;27(9):473-4. doi: 10.1016/j.tree.2012.05.010. Epub 2012 Jun 20.