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Comparing the expert survey and citation impact journal ranking methods: Example from the field of Artificial Intelligence

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  • Serenko, Alexander
  • Dohan, Michael

Abstract

The purpose of this study is to: (1) develop a ranking of peer-reviewed AI journals; (2) compare the consistency of journal rankings developed with two dominant ranking techniques, expert surveys and journal impact measures; and (3) investigate the consistency of journal ranking scores assigned by different categories of expert judges. The ranking was constructed based on the survey of 873 active AI researchers who ranked the overall quality of 182 peer-reviewed AI journals. It is concluded that expert surveys and citation impact journal ranking methods cannot be used as substitutes. Instead, they should be used as complementary approaches. The key problem of the expert survey ranking technique is that in their ranking decisions, respondents are strongly influenced by their current research interests. As a result, their scores merely reflect their present research preferences rather than an objective assessment of each journal's quality. In addition, the application of the expert survey method favors journals that publish more articles per year.

Suggested Citation

  • Serenko, Alexander & Dohan, Michael, 2011. "Comparing the expert survey and citation impact journal ranking methods: Example from the field of Artificial Intelligence," Journal of Informetrics, Elsevier, vol. 5(4), pages 629-648.
    • Handle: RePEc:eee:infome:v:5:y:2011:i:4:p:629-648
    DOI: 10.1016/j.joi.2011.06.002
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    as
    1. Chiang Kao & Hsiou-Wei Lin & San-Lin Chung & Wei-Chi Tsai & Jyh-Shen Chiou & Yen-Liang Chen & Liang-Hsuan Chen & Shih-Chieh Fang & Hwei-Lan Pao, 2008. "Ranking Taiwanese management journals: A case study," Scientometrics, Springer;Akadémiai Kiadó, vol. 76(1), pages 95-115, July.
    2. Michael D. Gordon, 1982. "Citation ranking versus subjective evaluation in the determination of journal hierachies in the social sciences," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 33(1), pages 55-57, January.
    3. Anthony J. Nederhof & Marc Luwel & Henk F. Moed, 2001. "Assessing the quality of scholarly journals in Linguistics:An alternative to citation-based journal impact factors," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 241-265, April.
    4. Serenko, Alexander, 2010. "The development of an AI journal ranking based on the revealed preference approach," Journal of Informetrics, Elsevier, vol. 4(4), pages 447-459.
    5. Serenko, Alexander & Bontis, Nick, 2011. "What's familiar is excellent: The impact of exposure effect on perceived journal quality," Journal of Informetrics, Elsevier, vol. 5(1), pages 219-223.
    6. Josephine E. Olson, 2005. "Top-25-Business-School Professors Rate Journals in Operations Management and Related Fields," Interfaces, INFORMS, vol. 35(4), pages 323-338, August.
    7. Jonathan C. Catling & Victoria L. Mason & Dominic Upton, 2009. "Quality is in the eye of the beholder? An evaluation of impact factors and perception of journal prestige in the UK," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 333-345, November.
    8. Sandra Rousseau, 2008. "Journal evaluation by environmental and resource economists: A survey," Scientometrics, Springer;Akadémiai Kiadó, vol. 77(2), pages 223-233, November.
    9. Vanclay, Jerome K., 2008. "Ranking forestry journals using the h-index," Journal of Informetrics, Elsevier, vol. 2(4), pages 326-334.
    10. Vikas Mittal & Lawrence Feick & Feisal Murshed, 2008. "Publish and Prosper: The Financial Impact of Publishing by Marketing Faculty," Marketing Science, INFORMS, vol. 27(3), pages 430-442, 05-06.
    11. William H. Starbuck, 2005. "How Much Better Are the Most-Prestigious Journals? The Statistics of Academic Publication," Organization Science, INFORMS, vol. 16(2), pages 180-200, April.
    12. Per O. Seglen, 1992. "The skewness of science," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 43(9), pages 628-638, October.
    13. Paul R. McAllister & Richard C. Anderson & Francis Narin, 1980. "Comparison of peer and citation assessment of the influence of scientific journals," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 31(3), pages 147-152, May.
    14. Gaby Haddow & Paul Genoni, 2010. "Citation analysis and peer ranking of Australian social science journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(2), pages 471-487, November.
    15. Leo Egghe, 2006. "Theory and practise of the g-index," Scientometrics, Springer;Akadémiai Kiadó, vol. 69(1), pages 131-152, October.
    16. Gunther Maier, 2006. "Impact factors and peer judgment: The case of regional science journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 69(3), pages 651-667, December.
    17. Christian Schloegl & Wolfgang G. Stock, 2004. "Impact and relevance of LIS journals: A scientometric analysis of international and German‐language LIS journals—Citation analysis versus reader survey," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 55(13), pages 1155-1168, November.
    18. Antonis Sidiropoulos & Dimitrios Katsaros & Yannis Manolopoulos, 2007. "Generalized Hirsch h-index for disclosing latent facts in citation networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(2), pages 253-280, August.
    19. Lokman I. Meho & Kiduk Yang, 2007. "Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(13), pages 2105-2125, November.
    20. Forgionne, Guisseppi A. & Kohli, Rajiv & Jennings, Darniet, 2002. "An AHP analysis of quality in AI and DSS journals," Omega, Elsevier, vol. 30(3), pages 171-183, June.
    21. Frandsen, Tove Faber, 2007. "Journal self-citations—Analysing the JIF mechanism," Journal of Informetrics, Elsevier, vol. 1(1), pages 47-58.
    22. Alexander Serenko & Nick Bontis, 2009. "A citation-based ranking of the business ethics scholarly journals," International Journal of Business Governance and Ethics, Inderscience Enterprises Ltd, vol. 4(4), pages 390-399.
    23. Mark R. Elkins & Christopher G. Maher & Robert D. Herbert & Anne M. Moseley & Catherine Sherrington, 2010. "Correlation between the Journal Impact Factor and three other journal citation indices," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(1), pages 81-93, October.
    24. R. Rousseau, 1999. "Temporal differences in self-citation rates of scientific journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 44(3), pages 521-531, March.
    25. Frank L DuBois & David Reeb, 2000. "Ranking the International Business Journals," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 31(4), pages 689-704, December.
    26. Donohue, Joan M. & Fox, Jeremy B., 2000. "A multi-method evaluation of journals in the decision and management sciences by US academics," Omega, Elsevier, vol. 28(1), pages 17-36, February.
    27. Franceschet, Massimo, 2010. "Journal influence factors," Journal of Informetrics, Elsevier, vol. 4(3), pages 239-248.
    28. Michael C. Calver & J. Stuart Bradley, 2009. "Should we use the mean citations per paper to summarise a journal’s impact or to rank journals in the same field?," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(3), pages 611-615, December.
    29. Linda Butler, 2002. "Identifying "highly-rated" journals - an Australian case study," Scientometrics, Springer;Akadémiai Kiadó, vol. 53(2), pages 207-227, February.
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    5. Walters, William H., 2017. "Do subjective journal ratings represent whole journals or typical articles? Unweighted or weighted citation impact?," Journal of Informetrics, Elsevier, vol. 11(3), pages 730-744.
    6. Antonia Ferrer-Sapena & Susana Díaz-Novillo & Enrique A. Sánchez-Pérez, 2017. "Measuring Time-Dynamics and Time-Stability of Journal Rankings in Mathematics and Physics by Means of Fractional p -Variations," Publications, MDPI, vol. 5(3), pages 1-14, September.
    7. Jerome K. Vanclay & Lutz Bornmann, 2012. "Metrics to evaluate research performance in academic institutions: a critique of ERA 2010 as applied in forestry and the indirect H2 index as a possible alternative," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 751-771, June.
    8. Emanuel Kulczycki & Ewa A. Rozkosz, 2017. "Does an expert-based evaluation allow us to go beyond the Impact Factor? Experiences from building a ranking of national journals in Poland," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 417-442, April.
    9. Ahlgren, Per & Waltman, Ludo, 2014. "The correlation between citation-based and expert-based assessments of publication channels: SNIP and SJR vs. Norwegian quality assessments," Journal of Informetrics, Elsevier, vol. 8(4), pages 985-996.
    10. Laura Vana & Ronald Hochreiter & Kurt Hornik, 2016. "Computing a journal meta-ranking using paired comparisons and adaptive lasso estimators," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 229-251, January.
    11. Johan Lyhagen & Per Ahlgren, 2020. "Uncertainty and the ranking of economics journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2545-2560, December.
    12. Saarela, Mirka & Kärkkäinen, Tommi & Lahtonen, Tommi & Rossi, Tuomo, 2016. "Expert-based versus citation-based ranking of scholarly and scientific publication channels," Journal of Informetrics, Elsevier, vol. 10(3), pages 693-718.
    13. Thelwall, Mike & Fairclough, Ruth, 2015. "Geometric journal impact factors correcting for individual highly cited articles," Journal of Informetrics, Elsevier, vol. 9(2), pages 263-272.
    14. Haddawy, Peter & Hassan, Saeed-Ul & Asghar, Awais & Amin, Sarah, 2016. "A comprehensive examination of the relation of three citation-based journal metrics to expert judgment of journal quality," Journal of Informetrics, Elsevier, vol. 10(1), pages 162-173.
    15. Giovanni Abramo & Tindaro Cicero & Ciriaco Andrea D’Angelo, 2013. "National peer-review research assessment exercises for the hard sciences can be a complete waste of money: the Italian case," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(1), pages 311-324, April.
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    17. Serenko, Alexander & Bontis, Nick, 2013. "First in, best dressed: The presence of order-effect bias in journal ranking surveys," Journal of Informetrics, Elsevier, vol. 7(1), pages 138-144.

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