The h-Index: An Indicator of Research and Publication Output (2024)

The analysis of research publications using statistical methods is called Bibliometry. There are many bibliometric indices to measure the research output of individual researcher.1 The h-index and impact factor(IF) are the most famous and widely used bibliometric indices. Jorge Eduardo Hirsch was Professor of Physics at the University of California who introduced the h-index (Hirsch Index) in 2005 for the first time. Hirsch defined h-index as “A scientist has index h if h of his or her Np papers have at least h citations each and the other(Np-h) papers have fewer than h citations each.” 2 As an example one author will have h-index-7 if he had published seven papers and each paper has been cited at least seven times by others.

The research performance of an individual researcher at micro level can be determined using h-index. Many commonly used databases such as Clarivate Analytics Web of science, Google Scholar and Elsevier’ Scopus automatically calculate h-index for their authors. Publish or Perish is a free software program that calculate h-index for authors who do not have a profile account in Google Scholar. The calculation of h-index may be different in different databases or resources because each database covers different journals and years of indexation meaning that the same author will not have same h-index value across all databases. 3

The h-index evaluates the cumulative scholarly impact of an author’s performance. It measures the quantitative(productivity) and qualitative(citations) research work of a researcher as a single number meaning that neither few papers which are highly cited nor too many papers with very few citations will produce a high h-index. Scientists with outstanding and highly cited papers on new discoveries or inventions but few in numbers can not have high h-index. For example, Albert Einstein has h-index of 4 or 5 despite being acknowledged globally as an outstanding Physicist. Harry Kroto is a Nobel laureate in chemistry who won the Nobel award with his single publication in 1985 despite his position at 264th in global chemist list base upon h-index. Contrary Charles Darwin gained total citations of 77539, h-index of 680 and i-10 index of 331 because he was the author of many books which were cited by many researchers worldwide.4

There are several advantages of h-index. It is a reliable and robust indicator of scholarly achievement. It is applicable to researchers in individual capacity as well as to researchers groups, medical journals, publishers, projects, academic institutions, universities and even to countries. For example, the h-index of Pakistan Journal of Medical Sciences(PJMS) as calculated by Google Scholar is 36 with an impact factor of 2.340.5 The h-index can be used as a yardstick for comparing many researchers for fellowships in research or for grants application in the same field. It can also predict the future achievement of a researcher.6 H index is also becoming very popular in the science community and in the days to come it might become much more important to evaluate the scientific contributions of faculty members.7 Indexing agencies, it is said, also look at the hIndex of Editorial Board members while evaluating the standard of a biomedical journal.

It is simple to calculate. But what should be a good h-index? Hirsch2 was of the opinion that 20 h-index is Good,40 is Outstanding and 60 is Exceptional but after 20 years of research life. He further pointed out that approximately 84% of Physicists with Nobel Prizes had h-index of 30. The pattern of citation and publications are different across various disciplines of medical and health sciences. It is therefore very difficult to propose a competitive or acceptable h-index for recruitment and promotion of faculty or for funding and grants purposes. However, an h-index of Three and Five can be set as standard for assistant professor, 8 to 12 for associate professor and h-index of 15 to 20 is a good standard for appointment to full professor. In many disciplines a general rule is followed for an acceptable h-index with matching of numbers of years the author has been working in that discipline. In fact, Hirsch2 made an adjustment by combining h-index with author’s active research time to arrive, the m-index and is determined by h-index dividing on time since researcher’s initial publication. The m-index of One is Very good, Two is Outstanding and Three is Exceptional. The famous English physicist and author Stephen Hawking had an m-index of 1.6.

Some intrinsic limitations of h-index have been reported in the literature.8 The inability of h-index to consider the accurate position of a researcher in the author list of an article is the first limitation of h-index. The major and minor (or no) contributor in the research gained equal h-index. The second limitation of h-index is the influence of self citation of an author by quoting his or her earlier research publication with an intention to increase his h-index. The third limitation of h-index is the influence of researcher “scientific age or academic age.” Researchers with shorter scientific carriers may have less scientific papers and citations than with longer scientific life. Similarly, the female researches are particularly at disadvantage because of possible discontinuation of their research activities due to maternal or child bearing leaves. Fourthly selective publications or clinically less irrelevant but popular topics can increase h-index. Original articles may have less impact on h-index than review articles as the latter are more frequently cited. Lastly the worth or content of a research can not be taken into account while using h-index as citation matrix.

Due to the above limitations of h-index many complementary indexes or types of h-index have been postulated. These are grouped into two broad categories. The h-index, g-index, h(2) and m-quotient are designated as Productive Output Core as they describe the number of published papers. The second category include m-index, hw-index, r-index, a-index, and ar-index and they describe the Impact of research papers. Both groups although different but can complement each other.9 A study by Guraya et al has showed that some universities offer generous grants to researchers who have a high h-index and with more publications in leading well reputed journals that ensures more chances of its citations and elevation in the scientific rankings of the funding institutions. 10

The h-index has been extensively studied in many medical and surgical subspecialties including Orthopaedic surgery and positive associations have been documented between the h-index and academic ranks or positions and promotions.11-12 Atwan13 studied 567 faculty of Orthopaedics of Canada. Among the study participants 485(85.5%) were academic faculty and 82(14.5%) were clinical faculty. Individual h-index was obtained from Elsevier’s Scopus database. The median h-index of academic faculty was 8 while median h-index of clinical faculty was 2(p<0.001) Assistant professors had h-index of 4, Associate had 12 and full Professor had 28 h-index(p<0.05). The spine specialty had the highest h-index of 11(4.5 to 18.5) while foot and ankle had the lowest mean h-index of 3.5(2 to 7.5). Atwan concluded that Orthopaedic faculty of Canada has higher h-index than Orthopaedic faculty of USA.Varady14 determined the h-index of top 100 Orthoaedic surgeons of USA who were more active on twitter and noted that their mean h-index was 13.67±4.12. He concluded that social media influence was positively correlated with higher academic productivity as evident from higher h-index.

Currently there is not a single perfect bibliometric index which can accurately describe the impact of a researcher. Therefore, a combination of two or more metrics are advised.15 Many researchers have outstanding contributions to their field through their ideas, time, skills and mentoring. Kelly16 is of the opinion that it is distasteful to reduce the lifetime work of a researcher to a mere numerical value as Albert Einstein has rightly pointed out that: “Not everything that Counts is Countable, and Not Everything that is Countable Counts”.17

REFERENCES

1. Quaia E, Vernuccio F. The H Index Myth: A Form of Fanaticism or a Simple Misconception? Tomography. 2022;8(3):1241–1243. [PMC free article] [PubMed] [Google Scholar]

2. Hirsch JE. An index to quantify an individual's scientific research output. Proc Natl Acad Sci U S A. 2005;102(46):16569–16572. [PMC free article] [PubMed] [Google Scholar]

3. Schreiber M. An empirical investigation of the g-index for 26 physicists in comparison with the h-index, the A-index, and the R-index. J Am Soc Inform Sci Techn. 2008;59(9):513. doi: 10.1016/j.joi.2011.01.006. [Google Scholar]

4. Bornmann L, Daniel HD. Does the h-index for ranking of scientists really work? Scientometrics. 2005;65(3):391–392. [Google Scholar]

5. Jawaid SA, Jawaid M. Another landmark achievement by Pakistan Journal of Medical Sciences and the future challenges. Pak J Med Sci. 2022;38(7):1727–1729. doi: 10.12669/pjms.38.7.6880. [PMC free article] [PubMed] [Google Scholar]

6. Hirsch JE. Does the H index have predictive power? Proc Natl Acad Sci U S A. 2007;104(49):19193–19198. [PMC free article] [PubMed] [Google Scholar]

7. Meo SA, Jawaid SA. Performance of Pak Universities in Global Science. Pak J Med Sci. 2021;37(4):927–930. doi: 10.12669/pjms.37.4.4603. [PMC free article] [PubMed] [Google Scholar]

8. Bornmann L, Daniel HD. What Do We Know About the h Index? J Am Soc Inform Sci Tech. 2007;58(9):1381–1385. [Google Scholar]

9. Bornmann L, Mutz R, Daniel HD. Are There Better Indices for Evaluation Purposes than the h Index?A Comparison of Nine Different Variants of the h Index Using Data from Biomedicine. J Am Soc Inform Sci Tech. 2008;59(5):830–837. [Google Scholar]

10. Guraya SY, Norman RI, Khoshhal KI, Guraya SS, Forgione A. Publish or Perish mantra in the medical field: A systematic review of the reasons, consequences and remedies. Pak J Med Sci. 2016;32(6):1562–1567. doi: 10.12669/pjms.326.10490. [PMC free article] [PubMed] [Google Scholar]

11. Bastian S, Ippolito JA, Lopez SA, Eloy JA, Beebe KS. The use of the h-Index in academic orthopaedic surgery. J Bone Joint Surg Am. 2017;99:e14. doi: 10.2106/JBJS.15.01354. [PubMed] [Google Scholar]

12. Ence AK, Cope SR, Holliday EB, Somerson JS. Publication productivity and experience: factors associated with academic rank among orthopaedic surgery faculty in the United States. J Bone Joint Surg Am. 2016;98:e41. doi: 02106/JBJS.15.00757. [PubMed] [Google Scholar]

13. Atwan Y, Charron B P, Sidhu S, Cavanagh J, Degen R. Publication Productivity Among Academic Orthopaedic Surgeons in Canada. Cureus. 2020;12(6):e8441. doi: 10.7759/cureus.8441. [PMC free article] [PubMed] [Google Scholar]

14. Varady NH, Chandawarkar AA, Kernkamp WA, Gans I. Who should you be following?The top 100 social media influencers in orthopaedic surgery. World J Orthop. 2019;10(9):327–338. [PMC free article] [PubMed] [Google Scholar]

15. Ahangar HG, Siamian H, Yaminfirooz M. Evaluation of the scientific outputs of researchers with similar h index: a critical approach. Acta Inform Med. 2014;22(4):255–258. [PMC free article] [PubMed] [Google Scholar]

16. Kelly CD, Jennions MD. The h index and career assessment by numbers. Trends Ecol Evol. 2006;21(4):167–170. [PubMed] [Google Scholar]

17. Bornmann L, Daniel HD. The state of h index research. Is the h index the ideal way to measure research performance? EMBO Rep. 2009;10(1):2–6. [PMC free article] [PubMed] [Google Scholar]

The h-Index: An Indicator of Research and Publication Output (2024)

FAQs

The h-Index: An Indicator of Research and Publication Output? ›

The h-index, like a cited reference count, is a measure of scholarly significance. It combines an assessment of both quantity (number of publications) and quality (references to those publications) by counting a researcher's most cited works, and the number of citations those works have received in other publications.

Is the h-index a good indicator? ›

There are several advantages of h-index. It is a reliable and robust indicator of scholarly achievement.

What is an h-index in research? ›

The h-index is calculated by counting the number of publications for which an author has been cited by other authors at least that same number of times. For instance, an h-index of 17 means that the scientist has published at least 17 papers that have each been cited at least 17 times.

Is an h-index of 43 good? ›

According to Hirsch, a person with 20 years of research experience with an h-index of 20 is considered good, 40 is great, and 60 is remarkable.

Is the h-index of 12 good or bad? ›

h-index scores between 3 and 5 feel common for new adjunct professors, scores between 8 and 12 fairly standard for creation to the position of tenured associate professor, and scores between 15 and 20 about right for coming a full professor.

What is a good h-index for a PhD student? ›

What is a good H-index for each academic position?
Academic StageLife SciencesPhysical Sciences
PhD Student2-52-4
Postdoc6-165-13
Assistant Professor12-2510-23
Associate Professor20-4018-38
1 more row
Aug 20, 2024

Is 35 a good h-index? ›

What is a Good H-Index? Hirsch reckons that after 20 years of research, an h-index of 20 is good, 40 is outstanding, and 60 is truly exceptional.

Who has the highest h-index in the world? ›

Scientists with High H-Indexes

At the time of writing, the highest score recorded by Google Scholar is 300, by researcher Ronald C Kessler from Harvard University. JoAnn E Manson from Brigham and Women's Hospital takes second place with a score of 294.

Why might the h-index be an issue for researchers? ›

One downside is that it can deter researchers from innovative thinking. For instance, a student working under a professor with a high h-index may be reluctant to question the concepts they are being taught, as they are likely to assume the professor is an expert in their field based on their score.

What does the H stand for in research? ›

The h-Index is calculated as follows - H stands for the number of articles that have each been cited H number of times. So, an h-Index of 30 means that the author has published 30 articles that have each been cited 30+ times.

How many citations are good for a professor? ›

The difference between professors and associate professors begin rather to manifest at higher levels of performance, above around 15 publications and 100 citations. In numbers of individuals, 316 have more than 15 publications and 300 have more than 100 citations.

How many citations are good for a scientist? ›

A: About 4 to 8 citations for 1 to 2 pages of research proposal paper, and about 15 to 20 citations for the 4 to 10 pages of a research paper. Remember that the number of citations for professional, scientific research papers will be drastically different.

What is better than the h-index? ›

G-index and i10-index are alternatives to h-index. Please note that many other author metrics exist, but most of them are quite difficult to analyse.

What is a good h-index for a full professor? ›

H-index scores between 3 and 5 seem common for new assistant professors, scores between 8 and 12 fairly standard for promotion to the position of tenured associate professor, and scores between 15 and 20 about right for becoming a full professor.

How many people have an h-index over 100? ›

The database shows 4,730 scholars have an h-index above 100. The h-index is a gauge of productivity and the impact of published papers. The index takes into account the researcher's total number of papers and how many times each was cited by other scholars.

What is a good h-index for a doctor? ›

Another finding from exploratory analyses is that an h-index at least equal to the number of years since first publications (m-index = 1) may be a good rule of thumb to indicate excellent citation achievement in medicine (19).

What are the disadvantages of the h-index? ›

H-index: Disadvantages

It does not give any idea on the accounting for the rank in the sequence of authors. The h-index does not provide any idea on total time duration the published papers took to reach current h-index value.

Is an h-index of 75 good? ›

h index of 60 after 20 years, or 90 after 30 years, characterizes truly unique individuals. h index of 15-20, fellowship in the National Physical Society. h index of 45 or higher, membership in the National Academy of Sciences.

What is more important, citations or h-index? ›

For example, citation counts may be more pertinent when gauging the impact of individual papers. At the same time, the h-index and g-index could be more advantageous for assessing a researcher's overall clout in their discipline. Indeed, it's crucial to remember that these metrics should be applied judiciously.

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