Abstract
This article presents results of a study on the applicability of journal mapping of knowledge domains beyond the databases produced by the Institute for Scientific Information (ISI). The utility and validity of this generalisation is discussed with an emphasis on its added value in comparison to ‘traditional’ ISI-based journal maps, i.e. those restricted to (predominantly English-language) ISI-covered journals, and journal-to-journal citation data retrieved from ISI'sJournal Citation Reports. The mapping methodology was applied to Manufacturing technology and management — a multidisciplinary domain situated on the interface of science and technology. TheInternational Journal of Production Economics was singled out as a special case for the validation study of the maps. Results of this study, involving several subject experts, indicate that a journal content-based map was not only far superior to the journal citation map, but also outperformed the map derived from the combination of both types of data. The selection of periodicals from other databases such as COMPENDEX produced a substantial number of additional titles of which only half were also covered by ISI.
Article PDF
Similar content being viewed by others
Avoid common mistakes on your manuscript.
References and notes
J. Ziman,Public Knowledge, Cambridge: Cambridge University Press, 1968.
E. Hulme,Statistical Bibliography in Relation to the Growth of Modern Society, London: Butle & Tanner, 1923.
E. Garfield, Citation indexes for scientific literature,Science, 122 (1955) 108–111.
D. De Solla Price, Networks of scientific papers,Science, 149 (1965) 510–515.
H. Small, B. Griffith, The structure of scientific literatures I: identifying and graphing specialities,Science Studies, 4 (1974) 17–40.
E. Garfield, Citation analysis as a tool in journal evaluation,Science, 178 (1972) 471–479.
H. A. Simon, Applying information technology to organization design,Public Administration Review, (1973) 268–278.
E. Noma, An improved method for analyzing square scientometric transaction matrices,Scientometrics, 4 (1982) 197–316.
P. Doreain, T. J. Fararo, Structural equivalence in a journal network,Journal of the American Society for Information Science, 36 (1985) 28–37.
R. J. W. Tijssen, J. De Leeuw, A. F. J. Van Raan, Quasi-correspondence analysis on scientometric transaction matrices,Scientometrics, 11 (1987) 351–366.
K. W. McCain, Mapping economics through the journal literature: an experiment in journal cocitation analysis,Journal of the American Society for Information Science, 42 (1991) 290–296.
L. Leydesdorff, S. Cozzens, The delineation of specialties in terms of journals using the dynamic journal set of SCI,Scientometrics, 6 (1993) 135–156.
L. Leydesdorff, S. Cozznes, P. Van den Besselaar, Tracking areas of strategic importance using scientometric journal mappings,Research Policy, 22 (1994) 217–229.
R. J. W. Tijssen, A. F. J. Van Raan, Mapping changes in science and technology: bibliometric cooccurrence analysis of the R & D literature,Evaluation Review, 18 (1994) 98–115.
C. He, M. L. Pao, A discipline-specific journal selection algorithm.Information Processing and Management, 22 (1986) 405–416.
R. E. Rice, C. L. Borgman, D. Bednareski, P. J. Hart, Journal-to-journal citation data: issues of validity and reliability,Scientometrics, 15 (1989) 257–282.
F. Van Steijn, A. Rip, The role of trade literature in the communication system,Scientometrics, 13 (1988) 81–91.
C. LePair, The citation gap of applicable science. In:A. F. J. Van Raan (Ed.),Handbook of Quantitative Studies of Science and Technology, Amsterdam: Elsevier Science Publishers, 1988.
R. J. W. Tijssen, A. F. J. Van Raan, W. J. Heiser, L. Wachmann, Integrating multiple sources of information in bibliometric maps of science,Journal of Information Science, 16 (1990) 217–227.
R. J. W. Tijssen, In search of core journals: a multidimensional approach. In:R. J. W. Tijssen,Cartography of Science: Scientometric Mapping with Multidimensional Scaling Methods, Leiden: DSWO Press, 1992.
A previous bibliometric example of the application of classification headings for such a purpose is presented in:R. J. W. Tijssen, A quantitative assessment of interdisciplinary structures in science and technology: co-classification analysis of energy research,Research Policy, 21 (1992) 27–44.
J. C. Lingoes, I. Borg, A direct approach to individual differences scaling using increasing complex transformations,Psychometrika, 43 (1978) 491–519.
See.,J. J. F. Commandeur,Matching Configurations, Leiden: DSWO Press, 1991. Alternative methods for combined analysis and representation, such as the MDS technique INDSCAL (see e.g., Ref. 20), proved to be less adequate when dealing with large numbers of missing data. Trials with INDSCAL produced sub-optimal solutions. Moreover, the INDSCAL model presupposes a fixed common space which introduces an inappropriatea priori restriction on the joint solution in case of large and diffuse knowledge domains where systematic differences may occur between the data sources.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Tijssen, R.J.W., Van Leeuwen, T.N. On generalising scientometric journal mapping beyond ISI's journal and citation databases. Scientometrics 33, 93–116 (1995). https://doi.org/10.1007/BF02020776
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF02020776