Girish Mahajan (Editor)

Lotka's law

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Lotka's law

Lotka's law, named after Alfred J. Lotka, is one of a variety of special applications of Zipf's law. It describes the frequency of publication by authors in any given field. It states that the number of authors making x contributions in a given period is a fraction of the number making a single contribution, following the formula 1 / x a where a nearly always equals two, i.e., an approximate inverse-square law, where the number of authors publishing a certain number of articles is a fixed ratio to the number of authors publishing a single article. As the number of articles published increases, authors producing that many publications become less frequent. There are 1/4 as many authors publishing two articles within a specified time period as there are single-publication authors, 1/9 as many publishing three articles, 1/16 as many publishing four articles, etc. Though the law itself covers many disciplines, the actual ratios involved (as a function of 'a') are discipline-specific.

Contents

The general formula says:

X n Y = C

or

Y = C / X n ,

where X is the number of publications, Y the relative frequency of authors with X publications, and n and C are constants depending on the specific field ( n 2 ).

This law is believed to have applications in other fields, for example in the military for fighter pilot kills.

Example

Say 100 authors write one article each over a specific period, we assume for this table that C=1 and n=2:

That would be a total of 293 articles with 155 writers with an average of 1.9 articles for each writer.

This is an empirical observation rather than a necessary result. This form of the law is as originally published and is sometimes referred to as the "discrete Lotka power function".

Software

  • Friedman, A. 2015. "The Power of Lotka’s Law Through the Eyes of R" The Romanian Statistical Review. Published by National Institute of Statistics. ISSN 1018-046X
  • B Rousseau and R Rousseau (2000). "LOTKA: A program to fit a power law distribution to observed frequency data". Cybermetrics. 4. ISSN 1137-5019.  - Software to fit a Lotka power law distribution to observed frequency data.
  • References

    Lotka's law Wikipedia