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g-index

From Wikipedia, the free encyclopedia
Citation metric
Part ofa series on
Citation metrics
Author-level
Citation
Journal-level
For the G-index in photometry, seeSpectral G-index.

Theg-index is anauthor-level metric suggested in 2006 by Leo Egghe.[1] The index is calculated based on the distribution ofcitations received by a given researcher's publications, such that given a set of articlesranked in decreasing order of the number of citations that they received, theg-index is the unique largest number such that the topg articles received together at leastg2 citations. Hence, ag-index of 10 indicates that the top 10 publications of an author have been cited at least 100 times (102), ag-index of 20 indicates that the top 20 publications of an author have been cited 400 times (202).

It can be equivalently defined as the largest numbern of highly cited articles for which the average number of citations is at leastn. This is in fact a rewriting of the definition

An example of ag-index (the raw citation data, plotted with stars, allows theh-index to also be extracted for comparison).
g2igci{\displaystyle g^{2}\leq \sum _{i\leq g}c_{i}}

as

g1gigci.{\displaystyle g\leq {\frac {1}{g}}\sum _{i\leq g}c_{i}.}

Theg-index is an alternative for the olderh-index. Theh-index does not average the number of citations. Instead, theh-index only requires a minimum ofn citations for the least-cited article in the set and thus ignores the citation count of very highly cited publications. Roughly, the effect is thath is the number of works of a quality threshold that rises ash rises;g allows citations from higher-cited works to be used to bolster lower-cited works in meeting this threshold. In effect, theg-index is the maximum reachable value of theh-index if a fixed number of citations can be distributed freely over a fixed number of publications. Therefore, in all casesg is at leasth, and is in most cases higher.[1] Theg-index often separates authors based on citations to a greater extent compared to theh-index. However, unlike theh-index, theg-index saturates whenever the average number of citations for all publications exceeds the total number of publications; the way it is defined, theg-index is not adapted to this situation. However, if an author with a saturatedg-index publishes more, theirg-index will increase.

An example of two authors who both have 10 publications, both authors have ah-index of 6. However, Author 1 has a g-index of 10, while Author 2 has ag-index of 7.
Author 1Author 2
Work 13010
Work 2179
Work 3159
Work 4139
Work 588
Work 666
Work 755
Work 844
Work 932
Work 1011
Total cites10263
Average cites10,26,3

Theg-index has been characterized in terms of three natural axioms by Woeginger (2008).[2] The simplest of these three axioms states that by moving citations from weaker articles to stronger articles, one's research index should not decrease. Like theh-index, theg-index is anatural number and thus lacks indiscriminatory power. Therefore, Tol (2008) proposed arational generalisation.[3][clarification needed]

Tol also proposed a collectiveg-index.

Given a set of researchers ranked in decreasing order of theirg-index, theg1-index is the (unique) largest number such that the topg1 researchers have on average at least ag-index ofg1.

References

[edit]
  1. ^abEgghe, Leo (2006). "Theory and practise of theg-index".Scientometrics.69 (1):131–152.doi:10.1007/s11192-006-0144-7.hdl:1942/981.S2CID 207236267.
  2. ^Woeginger, Gerhard J. (2008). "An axiomatic analysis of Egghe'sg-index".Journal of Informetrics.2 (4):364–368.doi:10.1016/j.joi.2008.05.002.
  3. ^Tol, Richard S. J. (2008). "A rational, successive g-index applied to economics departments in Ireland".Journal of Informetrics.2 (2):149–155.doi:10.1016/j.joi.2008.01.001.Preprint.
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