Detecting h-index manipulation through self-citation analysis

被引:161
作者
Bartneck, Christoph [1 ]
Kokkelmans, Servaas [2 ]
机构
[1] Eindhoven Univ Technol, Dept Ind Design, NL-5600 MB Eindhoven, Netherlands
[2] Eindhoven Univ Technol, Dept Phys, NL-5600 MB Eindhoven, Netherlands
关键词
h-Index; Self-citation; Manipulation; q-Index; Simulation; STOCHASTIC-MODEL; SCIENCE;
D O I
10.1007/s11192-010-0306-5
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The h-index has received an enormous attention for being an indicator that measures the quality of researchers and organizations. We investigate to what degree authors can inflate their h-index through strategic self-citations with the help of a simulation. We extended Burrell's publication model with a procedure for placing self-citations, following three different strategies: random self-citation, recent self-citations and h-manipulating self-citations. The results show that authors can considerably inflate their h-index through self-citations. We propose the q-index as an indicator for how strategically an author has placed self-citations, and which serves as a tool to detect possible manipulation of the h-index. The results also show that the best strategy for an high h-index is publishing papers that are highly cited by others. The productivity has also a positive effect on the h-index.
引用
收藏
页码:85 / 98
页数:14
相关论文
共 15 条
[1]  
AKSNES D, 2003, SCIENTOMETRICS, V56, P131, DOI DOI 10.1007/S11192-006-0144-7
[2]   A multidimensional extension to Hirsch's h-index [J].
Garcia-Perez, Miguel A. .
SCIENTOMETRICS, 2009, 81 (03) :779-785
[3]   A bibliometric approach to the role of author self-citations in scientific communication [J].
Glänzel W. ;
Thijs B. ;
Schlemmer B. .
Scientometrics, 2004, 59 (1) :63-77
[4]   PREDICTIVE ASPECTS OF A STOCHASTIC-MODEL FOR CITATION PROCESSES [J].
GLANZEL, W ;
SCHUBERT, A .
INFORMATION PROCESSING & MANAGEMENT, 1995, 31 (01) :69-80
[5]   A STOCHASTIC-MODEL FOR THE AGING OF SCIENTIFIC LITERATURE [J].
GLANZEL, W ;
SCHOEPFLIN, U .
SCIENTOMETRICS, 1994, 30 (01) :49-64
[6]   An index to quantify an individual's scientific research output [J].
Hirsch, JE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (46) :16569-16572
[7]  
Labbe C., 2010, ISSI Newsletter, V6, P48
[8]   Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar [J].
Meho, Lokman I. ;
Yang, Kiduk .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2007, 58 (13) :2105-2125
[9]   Assessing scientific research performance and impact with single indices [J].
Panaretos, John ;
Malesios, Chrisovaladis .
SCIENTOMETRICS, 2009, 81 (03) :635-670
[10]   Is there a place for a mock h-index? [J].
Prathap, Gangan .
SCIENTOMETRICS, 2010, 84 (01) :153-165