Abstract
Ranking journals is an important exercise in academia. While several approaches to rank journals exist, an inherent assumption of these approaches is that there is indeed a hierarchy of journals, which is captured by the methods used for ranking them. We address a more fundamental question: Is there a linear hierarchy within journals? In this article, we introduce the dominance ranking approach that investigates the extent of hierarchy in a given set of objects by examining the extent of intransitivity in the system of interactions. We test the efficacy of the approach to ranking information systems journals based on citation data spanning a 3 year period from 2009 to 2011. Results indicate that the approach is very effective in identifying the extent of hierarchy within journals, and subsequently in ranking the journals. With its statistical underpinnings, the approach brings greater objectivity to the ranking of journals than prior approaches.
Similar content being viewed by others
Notes
We would like to thank the anonymous reviewer for highlighting this limitation.
References
Adams, D., & Johnson, N. (2008). The journal list and its use: Motivation, perceptions, and reality. European Journal of Information Systems, 17(2), 158–162.
Amin, M., & Mabe, M. (2000). Impact factors: Use and abuse. Perspectives in publishing, 1(2), 1–6.
Appleby, M. C. (1983). The probability of linearity in hierarchies. Animal Behaviour, 31(2), 600–608.
Baskerville, R. (2008). For better or worse: How we apply journal ranking lists. European Journal of Information Systems, 17(2), 156–157.
Cohen, Jacob. (1990). Things I have learned (so far). American Psychologist, 45, 997–1003.
Davis, P. M. (2008). Eigenfactor: Does the principle of repeated improvement result in better estimates than raw citation counts? Journal of the American Society for Information Science and Technology, 59(13), 2186–2188.
de Vries, H. (1995). An improved test of linearity in dominance hierarchies containing unknown or tied relationships. Animal Behaviour, 50(5), 1375–1389.
de Vries, H. A. N. (1998). Finding a dominance order most consistent with a linear hierarchy: A new procedure and review. Animal Behaviour, 55(4), 827–843.
Galliers, R. D. (2008). A discipline for a stage? A Shakespearean reflection on the research plot and performance of the Information Systems field. European Journal of Information Systems, 17(4), 330–335.
Harshman, R. A., Green, P. E., Wind, Y., & Lundy, M. E. (1982). A model for the analysis of asymmetric data in marketing research. Marketing Science, 1(2), 205–242.
Holsapple, C. W. (2008). A publication power approach for identifying premier information systems journals. Journal of the American Society for Information Science and Technology, 59(2), 166–185.
Holsapple, C. W. (2009). A new map for knowledge dissemination channels. Communications of the ACM, 52(3), 117–125.
Iivari, J. (2008). Expert evaluation vs bibliometric evaluation: Experiences from Finland. European Journal of Information Systems, 17(2),169–173.
Iverson, G. J., & Sade, D. S. (1990). Statistical issues in the analysis of dominance hierarchies in animal societies. Journal of Quantitative Anthropology, 2(1), 61–83.
Katerattanakul, P., & Han, B. (2003). Are European IS journals under-rated? An answer based on citation analysis. European Journal of Information Systems, 12(1), 60.
Kendall, M. G. (1962). Rank correlation methods (3rd ed.). London: Charles Griffin.
Kendall, M. G., & Smith, B. B. (1940). On the method of paired comparisons. Biometrika, 31(3/4), 324–345.
Landau, H. (1951). On dominance relations and the structure of animal societies: I. Effect of inherent characteristics. Bulletin of Mathematical Biology, 13(1), 1–19.
Lowry, P. B., Romans, D., & Curtis, A. (2004). Global journal prestige and supporting disciplines: A scientometric study of information systems journals. Journal of the Association for Information Systems, 5(2), 29–77.
Mingers, J., & Harzing, A.-W. (2007). Ranking journals in business and management: A statistical analysis of the Harzing data set. European Journal of Information Systems, 16(4), 303–316.
Mylonopoulos, N. A., & Theoharakis, V. (2001). Global perceptions of IS journals. Communications of the ACM, 44(9), 29–33.
Nelissen, M. H. J. (1986). The effect of tied rank numbers on the linearity of dominance hierarchies. Behavioural Processes, 12(2), 159–168.
Nerur, S., Sikora, R., Mangalaraj, G., & Balijepally, V. (2005). Assessing the relative influence of journals in a citation network. Communications of the ACM, 48(11), 71–74.
Peffers, K., & Tang, Y. (2003). Identifying and evaluating the universe of outlets for information systems research: Ranking the journals. Journal of Information Technology Theory and Application, 5(1), 63–84.
Phillips, D. M., Baumgartner, H., & Pieters, R. (1999). Influence in the evolving citation network of the journal of consumer research. Advances in Consumer Research, 26(1), 203–210.
Polites, G. L., & Watson, R. T. (2008). The centrality and prestige of CACM. Communications of the ACM, 51(1), 95–100.
Rainer, R. K., Jr, & Miller, M. D. (2005). Examining differences across journal rankings. Communications of the ACM, 48(2), 91–94.
Salancik, G. R. (1986). An index of subgroup influence in dependency networks. Administrative Science Quarterly, 31, 194–211.
Seglen, P. O. (1997). Why the impact factor of journals should not be used for evaluating research. British Medical Journal (BMJ), 314(7079), 498.
van Eck, N. J., & Waltman, L. (2009). How to normalize cooccurrence data? An analysis of some well-known similarity measures. Journal of the American Society for Information Science and Technology, 60(8), 1635–1651.
Whitman, M. E., Hendrickson, A. R., & Townsend, A. M. (1999). Research commentary. Academic rewards for teaching, research, and service: Data and discourse. Information Systems Research, 10(2), 99–109.
Willcocks, L., Whitley, E. A., & Avgerou, C. (2008). The ranking of top IS journals: A perspective from the London School of Economics. European Journal of Information Systems, 17(2), 163–168.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Iyengar, K., Balijepally, V. Ranking journals using the dominance hierarchy procedure: an illustration with IS journals. Scientometrics 102, 5–23 (2015). https://doi.org/10.1007/s11192-014-1444-y
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11192-014-1444-y