Journal Impact Factor


Posted by Pierre-Edouard Guerin · 6 min read · Published on October 20, 2016

During the second world war, the USA and the UK create research centers. Their aim is to industrialize scientific discovery to increase the pace of innovation for military applications. From that point on, the figure of the lonesome wizard in his ivory tower gives way to the salaryman working within a team, a laboratory and an Institute. The Research Unit was born.

In this modern structure, science evolves into a collective and standardized activity. The laboratory is no longer a cabinet of wonders or a private workshop, like those of Lavoisier or Newton. Instead, it becomes a production unit organized around teams, stakeholders, deliverables and measured outcomes.

Institutions like the Massachusetts Institute of Technology (MIT) or the Los Alamos National Laboratory, created for the Manhattan Project, symbolize this transformation. In France, the Centre National de la Recherche Scientifique (CNRS) is created in 1939.

In this modern area, the successful scientist is, above all, a productive one. But what does productivity mean in science? Peer-reviewed publications in scientific journal. The more you publish, the more visible and fundable you become. In 1942, the sociologist Logan Wilson coins the mantra Publish or Perish, capturing the pressure on academics to continually produce papers. Later, in 1962, Eugene Garfield introduces the metrics to evaluate journal and indirectly their authors: the Impact Factor.

Definition

The Impact Factor (IF) of a scientific review is given by the ratio of number of citations divided by the number of issues in the last two years.

$$ \text{IF} = \frac{n_{\text{citations}}}{n_{\text{publications}}} $$

Note: self-citations within the same review are considered as citations as well.

What is a good Impact Factor?

Keep in mind that Impact Factor depends mostly on the considered field. IF reflects the pace and volume of publishing in a field. In Physics for instance, the pace of publications is slower than in Medicine. So, the IF in Physics will always be lower than in Medicine as they are less publications.

The language matters a lot. English is the lingua franca of science. As a result, any publications that are not written in english will have a low Impact Factor.

The choice of key words to spin the publications is not neutral. Using emerging and hot terms e.g. machine learning will boost the visibility of the publications, then its citation rate, then the Impact Factor of the journal. Many scientists reframe their writting to fit trends and increase their IF.

Last but not least, publishing is a competition and the performance is the Impact Factor. In consequences, institutions adopt publication strategy to optimize their metrics. The Impact Factor of a journal can also be indirectly influenced by the institutional affiliation of its authors.

Why does Impact Factor matter?

Examples of Journal Impact Factor

They are 12,265 ranked journals with IF from 0.1 to 244.6.

RankJournal TitlePublisher GroupIFSubject Areas
1Cancer Journal for CliniciansAmerican Cancer Society244.6Medicine
3LancetElsevier53.3Medicine
10NatureSpringer Nature41.7Multidisciplinary
13ScienceAAAS41.1Multidisciplinary
56Advanced MaterialsWiley21.8Engineering
176Nature communicationsSpringer Nature12.4Multidisciplinary
237Genome ResearchCSH Press10.2Molecular Biology
438Molecular Ecology ResourcesWiley9.4Molecular Biology
574Molecular EcologyWiley6.1Ecology, Molecular Biology
614Global Ecology and BiogeographyWiley6.0Ecology
626Conservation BiologyWiley5.9Ecology, Medicine
721BioinformaticsOxford University Press5.5Computer Science, Molecular Biology
919Molecular BiologyElsevier5.0Molecular Biology
935Proceedings of the Royal Society BThe Royal Society4.8Biology
1,067EcographyWiley4.5Ecology, Zoology
1,096Journal of Animal EcologyWiley4.5Ecology
1,308Scientific ReportsSpringer Nature4.2Multidisciplinary
2,709GenomicsElsevier2.9Molecular Biology
2,975PLoS OnePLOS2.8Multidisciplinary
4,245BMC BioinformaticsSpringer Nature2.3Computer Science, Medicine
6,547Environmental DNAWiley1.5Ecology
12,265Tijdschrift voor DiergeneeskundeThe Royal Dutch Society0.1Veterinary

See the journals in which I have published in the publications section.

The Theory of Critical Mass

At the individual level, the Impact Factor can sometimes be limiting. Creativity, integrity and freedom are highly oriented by competition and publications strategy of institutions. Scientists may feel pressured to prioritize quantity and trends over genuine ideas.

However, on the larger scale of research centers, the concept of critical mass comes into play. Once a group reaches a certain threshold of number of scientists and publications, it begins to attract more talents, fundings, and attention. When a scientific field achieves this critical mass, the likelihood of significant discoveries increases, as resources and expertise converge to accelerate innovation. This is precisely what the Impact Factor measures.

References

The History and Meaning of the Journal Impact Factor

Eugene Garfield

JAMA. 2006 January 04. DOI: 10.1001/jama.295.1.90

The Academic Man

Logan Wilson

A Study in the Sociology of a Profession, 1942. ISBN-13: 978-1138534018







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Portrait of Pierre-Edouard Guerin Bioinformatician Data Scientist
Pierre-Edouard Guerin
Bioinformatician Research Scientist

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