Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Audiovisual . 2025
License: CC BY SA
Data sources: ZENODO
ZENODO
Audiovisual . 2025
License: CC BY SA
Data sources: Datacite
ZENODO
Audiovisual . 2025
License: CC BY SA
Data sources: Datacite
versions View all 2 versions
addClaim

What is the h-index and what are its limitations? Or: Stop using the h-index [Animation]

Authors: Haustein, Stefanie; Hare, Madelaine; Dorsch, Isabelle; Chen, Carey Ming-Li; Woods, Heather; Déry, Julie-Ann; Archambault, Marie-Josée;

What is the h-index and what are its limitations? Or: Stop using the h-index [Animation]

Abstract

Educational video (animation) on the h-index by the ScholCommLab This short animated video explains the h-index, a widely used metric in academia. It breaks down what the h-index is, how it is calculated, and describes its common uses and limitations. Whether you're a student, researcher, or just curious about scholarly metrics, this video provides a clear and concise introduction to the h-index. Educational content and script: Stefanie Haustein, Maddie Hare, Heather Woods, Isabelle Dorsch, Carey Ming-Li Chen Storyboard, drawing and animation: Julie-Ann Déry Production and editing: Julie-Ann Déry, Marie-Josée Archambault Narration: Sarah Komendat Audio and sound effects: Marie-Josée Archambault This video is licensed under a Creative Commons CC-BY license: https://creativecommons.org/licenses/by/4.0/ The video was created with funding from an Insight Grant (435-2021-0108, PI Haustein) from the Canadian Social Sciences and Humanities Research Council (SSHRC). Excerpts from the script: The academic world is competitive. Researchers compete for jobs, funding, prizes, and awards to advance their careers. The h-index was created by physicist Jorge Hirsch who wanted to create a measure that combined research productivity and impact: “A scientist has index h if h of his or her Np papers have at least h citations each and the other papers have less than or equal to h citations each.” Mathematically, the h-index is simple to compute by ranking publications by the number of citations they received. You can look up an author’s h-index in many citation databases such as Google Scholar, Scopus, or Web of Science. Since the h-index depends on the number of publications and citations, senior researchers who have been active for longer periods of time have the advantage of being able to accumulate more publications and citations over time. Therefore, they usually have higher h-indexes than their junior colleagues. For this reason, the h-index should never be used to assess early career researchers or to compare authors who are at different stages in their careers. Different fields have different publication practices and authorship protocols. Since the h-index does not account for these field-specific differences, it should never be used to compare researchers from different disciplines. While fields such as Engineering often include several, sometimes dozens, of authors on a publication, authors in English literature tend to work alone. The length of reference lists (and thus the average number of citations per article) also varies between disciplines. Additionally, the extent to which researchers publish in journals rather than books or conference proceedings differs from one discipline to another. All these publication practices affect the average number of publications per author and citations per paper. This causes h-indexes to vary significantly between fields, so authors from different fields should not be compared using the h-index. Each citation database has different criteria regarding which sources to index (such as document types, language, and geographical focus). They may therefore rely on different sets of publications and citations to calculate the h-index. This means that the h-index of the same author may vary across databases. It is therefore important to indicate when and from what database the h-index was obtained. The h-index is a metric that arbitrarily combines the number of publications and citations. Despite its many limitations the h-index is heavily used to assess researchers. If used at all, the h-index should only complement qualitative research assessment. Ultimately, one quantitative metric will never be able to fully capture a researcher’s work.

Keywords

metrics literacy, education, animated, scholarly metrics, h-index

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Related to Research communities