Modeling Citation Behaviour in Management Science Journals

Mingers, J. and Mar-Molinero, C. (2005) Modeling Citation Behaviour in Management Science Journals. Working paper. University of Kent Canterbury, Canterbury (Full text available)

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Abstract

Citation rates are becoming increasingly important in judging the research quality of journals, institutions and departments, and individual faculty. This paper looks at the pattern of citations across different management science journals and over time. A stochastic model is proposed which views the generating mechanism of citations as a gamma mixture of Poisson processes generating overall a negative binomial distribution. This is tested empirically with a large sample of papers published in 1990 from six management science journals and found to fit well. The model is extended to include obsolescence, i.e., that the citation rate for a paper varies over its cited lifetime. This leads to the additional citations distribution which shows that future citations are a linear function of past citations with a time-dependent and decreasing slope. This is also verified empirically in a way that allows different obsolescence functions to be fitted to the data. Conclusions concerning the predictability of future citations, and future research in this area are discussed.

Item Type: Monograph (Working paper)
Additional information: Working Paper Number 87
Subjects: H Social Sciences > H Social Sciences (General)
Divisions: Faculties > Social Sciences > Kent Business School > Management Science
Depositing User: Jennifer Knapp
Date Deposited: 03 Sep 2010 13:55
Last Modified: 06 Sep 2011 05:28
Resource URI: http://kar.kent.ac.uk/id/eprint/25464 (The current URI for this page, for reference purposes)
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