Literature DB >> 27942200

Quantifying Conceptual Novelty in the Biomedical Literature.

Shubhanshu Mishra1, Vetle I Torvik1.   

Abstract

We introduce several measures of novelty for a scientific article in MEDLINE based on the temporal profiles of its assigned Medical Subject Headings (MeSH). First, temporal profiles for all MeSH terms (and pairs of MeSH terms) were characterized empirically and modelled as logistic growth curves. Second, a paper's novelty is captured by its youngest MeSH (and pairs of MeSH) as measured in years and volume of prior work. Across all papers in MEDLINE published since 1985, we find that individual concept novelty is rare (2.7% of papers have a MeSH ≤ 3 years old; 1.0% have a MeSH ≤ 20 papers old), while combinatorial novelty is the norm (68% have a pair of MeSH ≤ 3 years old; 90% have a pair of MeSH ≤ 10 papers old). Furthermore, these novelty measures exhibit complex correlations with article impact (as measured by citations received) and authors' professional age.

Entities:  

Keywords:  Bibliometrics; MEDLINE; Novelty

Year:  2016        PMID: 27942200      PMCID: PMC5142764          DOI: 10.1045/september2016-mishra

Source DB:  PubMed          Journal:  Dlib Mag        ISSN: 1082-9873


  7 in total

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2.  Research grants: Conform and be funded.

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Journal:  Nature       Date:  2012-12-06       Impact factor: 49.962

3.  Originality, novelty and priority: three words to reckon with in scientific publishing.

Authors:  P P Morgan
Journal:  Can Med Assoc J       Date:  1985-01-01       Impact factor: 8.262

4.  Author Name Disambiguation in MEDLINE.

Authors:  Vetle I Torvik; Neil R Smalheiser
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5.  Isolation of human T-cell leukemia virus in acquired immune deficiency syndrome (AIDS).

Authors:  R C Gallo; P S Sarin; E P Gelmann; M Robert-Guroff; E Richardson; V S Kalyanaraman; D Mann; G D Sidhu; R E Stahl; S Zolla-Pazner; J Leibowitch; M Popovic
Journal:  Science       Date:  1983-05-20       Impact factor: 47.728

6.  Isolation of a T-lymphotropic retrovirus from a patient at risk for acquired immune deficiency syndrome (AIDS).

Authors:  F Barré-Sinoussi; J C Chermann; F Rey; M T Nugeyre; S Chamaret; J Gruest; C Dauguet; C Axler-Blin; F Vézinet-Brun; C Rouzioux; W Rozenbaum; L Montagnier
Journal:  Science       Date:  1983-05-20       Impact factor: 47.728

7.  Invention as a combinatorial process: evidence from US patents.

Authors:  Hyejin Youn; Deborah Strumsky; Luis M A Bettencourt; José Lobo
Journal:  J R Soc Interface       Date:  2015-05-06       Impact factor: 4.118

  7 in total
  5 in total

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Authors:  Yufang Peng; Gary Bonifield; Neil R Smalheiser
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2.  Rediscovering Don Swanson: the Past, Present and Future of Literature-Based Discovery.

Authors:  Neil R Smalheiser
Journal:  J Data Inf Sci       Date:  2017-12

3.  Whither geographic proximity? Bypassing local R&D units in foreign university collaboration.

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4.  Application of a feature extraction and normalization method to improve research evaluation across clinical disciplines.

Authors:  Rui Liu; Qian Liu; Jianwei Shi; Wenya Yu; Xin Gong; Ning Chen; Yan Yang; Jiaoling Huang; Zhaoxin Wang
Journal:  Ann Transl Med       Date:  2021-10

5.  Self-citation is the hallmark of productive authors, of any gender.

Authors:  Shubhanshu Mishra; Brent D Fegley; Jana Diesner; Vetle I Torvik
Journal:  PLoS One       Date:  2018-09-26       Impact factor: 3.240

  5 in total

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