Which scientific elites? On the concentration of research funds, publications and citations

Using the population of all university professors (N = 13,479) in the province of Quebec, Canada, this article analyses the concentration of funding, papers and citations at the level of individual researchers. It shows that each of these distributions is different, citations being the most concentrated followed by funding, papers published and, finally, number of funded projects. Concentration measures also vary between disciplines; social sciences and humanities generally being the most concentrated. The article also shows that the correspondence between the elites defined by each of these measures is limited. In fact, only 3.2% of the researchers are in the top 10% for all indicators, while about 20% are in the top 10% for at least one of the indicators. The article concludes with a discussion of the causes of these observed differences and formulates a few hypotheses. Copyright , Beech Tree Publishing.

[1]  George Kingsley Zipf,et al.  Human behavior and the principle of least effort , 1949 .

[2]  Leo Egghe The relative concentration of a journal with respect to a subject and the use of online services in calculating it , 1988, J. Am. Soc. Inf. Sci..

[3]  P. Allison Inequality and Scientific Productivity , 1980 .

[4]  Michael H. MacRoberts,et al.  Testing the Ortega hypothesis: Facts and artifacts , 1987, Scientometrics.

[5]  Norman Kaplan,et al.  The Sociology of Science: Theoretical and Empirical Investigations , 1974 .

[6]  R. Merton The Matthew Effect in Science , 1968, Science.

[7]  Diana Hicks,et al.  The difficulty of achieving full coverage of international social science literature and the bibliometric consequences , 1999, Scientometrics.

[8]  Y. Gingras,et al.  The Effects of Aging on Researchers' Publication and Citation Patterns , 2008, PloS one.

[9]  K. J. Morgan The research assessment exercise in English universities, 2001 , 2004 .

[10]  Quentin L. Burrell,et al.  The Bradford distribution and the Gini index , 1991, Scientometrics.

[11]  Henk F. Moed,et al.  Differences in the construction of sci based bibliometric indicators among various producers: A first over view , 1996, Scientometrics.

[12]  Stephen Cole,et al.  Social Stratification in Science , 1974 .

[13]  CHANGES IN RESEARCH ASSESSMENT PRACTICES IN OTHER COUNTRIES SINCE 1999: FINAL REPORT , 2011 .

[14]  Allan D. Pratt,et al.  A measure of class concentration in bibliometrics , 1977, J. Am. Soc. Inf. Sci..

[15]  Sean Howard,et al.  The Research Assessment Exercise , 1998 .

[16]  Ronald Rousseau Concentration and Diversity of Availability and Use in Information Systems: A Positive Reinforcement Model , 1992, J. Am. Soc. Inf. Sci..

[17]  E. Garfield How ISI selects journals for coverage: Quantitative and qualitative considerations , 1990 .

[18]  Linda Butler,et al.  Extending citation analysis to non-source items , 2006, Scientometrics.

[19]  Harriet Zuckerman,et al.  Scientific Elite: Nobel Laureates in the United States: , 1979 .

[20]  John P. A. Ioannidis,et al.  Concentration of the Most-Cited Papers in the Scientific Literature: Analysis of Journal Ecosystems , 2006, PloS one.

[21]  P. Allison,et al.  Productivity Differences Among Scientists: Evidence for Accumulative Advantage , 1974 .

[22]  Rolf A. Zwaan,et al.  Assessing the usefulness of bibliometric indicators for the humanities and the social and beha vioural sciences: A comparative study , 1989, Scientometrics.

[23]  S. Bradford "Sources of information on specific subjects" by S.C. Bradford , 1985 .

[24]  Vincent Larivière,et al.  The place of serials in referencing practices: Comparing natural sciences and engineering with social sciences and humanities , 2006, J. Assoc. Inf. Sci. Technol..

[25]  Symonds Em Research assessment exercise , 1998 .

[26]  Alfred J. Lotka,et al.  The frequency distribution of scientific productivity , 1926 .

[27]  Éric Archambault,et al.  The decline in the concentration of citations, 1900-2007 , 2008, J. Assoc. Inf. Sci. Technol..

[28]  J. R. Cole,et al.  The Ortega Hypothesis , 1972, Science.

[29]  Vincent Larivière,et al.  Benchmarking scientific output in the social sciences and humanities: The limits of existing databases , 2006, Scientometrics.

[30]  Galina F. Gordukalova : Scientific Elite: Nobel Laureates in the United States , 1997 .

[31]  Yuen Ren Chao,et al.  Human Behavior and the Principle of Least Effort: An Introduction to Human Ecology , 1950 .

[32]  N. Adler,et al.  When Knowledge Wins: Transcending the Sense and Nonsense of Academic Rankings , 2009 .