Methods for measuring the citations and productivity of scientists across time and discipline
arXiv:0911.1322 · doi:10.1103/PhysRevE.81.036114
Abstract
Publication statistics are ubiquitous in the ratings of scientific achievement, with citation counts and paper tallies factoring into an individual's consideration for postdoctoral positions, junior faculty, tenure, and even visa status for international scientists. Citation statistics are designed to quantify individual career achievement, both at the level of a single publication, and over an individual's entire career. While some academic careers are defined by a few significant papers (possibly out of many), other academic careers are defined by the cumulative contribution made by the author's publications to the body of science. Several metrics have been formulated to quantify an individual's publication career, yet none of these metrics account for the dependence of citation counts and journal size on time. In this paper, we normalize publication metrics across both time and discipline in order to achieve a universal framework for analyzing and comparing scientific achievement. We study the publication careers of individual authors over the 50-year period 1958-2008 within six high-impact journals: CELL, the New England Journal of Medicine (NEJM), Nature, the Proceedings of the National Academy of Science (PNAS), Physical Review Letters (PRL), and Science. In comparing the achievement of authors within each journal, we uncover quantifiable statistical regularity in the probability density function (pdf) of scientific achievement across both time and discipline. The universal distribution of career success within these arenas for publication raises the possibility that a fundamental driving force underlying scientific achievement is the competitive nature of scientific advancement.
25 pages in 1 Column Preprint format, 7 Figures, 4 Tables. Version II: changes made in response to referee comments. Note: change in definition of "Paper shares."
References in corpus (12)
- An index to quantify an individual's scientific research output
- Power-law distributions in empirical data
- Understanding individual human mobility patterns
- Statistical physics of social dynamics
- Universality of citation distributions: towards an objective measure of scientific impact
- An index to quantify an individual's scientific research valid across disciplines
- Diffusion of scientific credits and the ranking of scientists
- Quantitative and empirical demonstration of the Matthew effect in a study of career longevity
- Structure and Time-Evolution of an Internet Dating Community
- Promise and Pitfalls of Extending Google's PageRank Algorithm to Citation Networks
- On the distribution of career longevity and the evolution of home run prowess in professional baseball
- Detrending career statistics in professional baseball: Accounting for the steroids era and beyond
Cited by in corpus (27)
- The Matthew effect in empirical data
- Reputation and Impact in Academic Careers
- Quantitative and empirical demonstration of the Matthew effect in a study of career longevity
- Persistence and Uncertainty in the Academic Career
- Quantifying the impact of weak, strong, and super ties in scientific careers
- How citation boosts promote scientific paradigm shifts and Nobel Prizes
- Rescaling citations of publications in physics
- Quantifying the influence of scientists and their publications: Distinguish prestige from popularity
- Statistical regularities in the rank-citation profile of scientists
- Stochastic dynamical model of a growing network based on self-exciting point process
- Inheritance patterns in citation networks reveal scientific memes
- Analysis of bibliometric indicators for individual scholars in a large data set
- The Distribution of the Asymptotic Number of Citations to Sets of Publications by a Researcher or From an Academic Department Are Consistent With a Discrete Lognormal Model
- A quantitative perspective on ethics in large team science
- Scientific Prizes and the Extraordinary Growth of Scientific Topics
- Runaway Events Dominate the Heavy Tail of Citation Distributions
- Inequality and cumulative advantage in science careers: a case study of high-impact journals
- Science and Facebook: the same popularity law!
- The disruption index is biased by citation inflation
- The citation wake of publications detects Nobel laureates' papers
- Detrending career statistics in professional baseball: Accounting for the steroids era and beyond
- The Z-index: A geometric representation of productivity and impact which accounts for information in the entire rank-citation profile
- Effects of Publications in Proceedings on the Measure of the Core Size of Coauthors
- Universal scaling in sports ranking
- Assessing the true role of coauthors in the h-index measure of an author scientific impact
- Modeling nonuniversal citation distributions: the role of scientific journals
- Citation distribution of individual scientist: approximations of stretch exponential distribution with power law tails