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To include or not: the role of review papers in citation-based analysis

Author

Listed:
  • Mei Hsiu-Ching Ho

    () (National Taiwan University of Science and Technology)

  • John S. Liu

    () (National Taiwan University of Science and Technology)

  • Kerr C.-T. Chang

    () (Ingrasys Technology Inc.)

Abstract

Abstract Citation information helps researchers observe the evolution of the knowledge. In scientific publications, a review paper discusses a professional field and thus tends to have more citations than general papers do. This study investigated whether specific characteristics of review papers induce different results in citation-based analysis. From the Scopus database, we collected scientific publications in a specific research field, e-tourism, to examine the role of review papers in citation-based analysis. The dataset includes 1421 publications covering the period from the 1988–2015. Empirical statistics show that review papers’ specific citation patterns influence citation analysis. First, in the main path analysis, the result expresses review papers’ integrative role in linking papers from diverse perspectives toward a clear mainstream topic. Second, in a well-defined research context, review papers introduce bias in citation-based clustering analysis because the specific high citation pattern in review papers obfuscates the grouping process. When using citation information in analysis, scholars must consider the purpose of the study and treat review papers distinctly to avoid bias when using certain analysis methods and datasets.

Suggested Citation

  • Mei Hsiu-Ching Ho & John S. Liu & Kerr C.-T. Chang, 2017. "To include or not: the role of review papers in citation-based analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 65-76, January.
  • Handle: RePEc:spr:scient:v:110:y:2017:i:1:d:10.1007_s11192-016-2158-0
    DOI: 10.1007/s11192-016-2158-0
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    References listed on IDEAS

    as
    1. Christian Lachance & Steve Poirier & Vincent Larivière, 2014. "The kiss of death? The effect of being cited in a review on subsequent citations," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(7), pages 1501-1505, July.
    2. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    3. John S. Liu & Louis Y.Y. Lu, 2012. "An integrated approach for main path analysis: Development of the Hirsch index as an example," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(3), pages 528-542, March.
    4. Sharif, Naubahar, 2006. "Emergence and development of the National Innovation Systems concept," Research Policy, Elsevier, vol. 35(5), pages 745-766, June.
    5. Uma G. Gupta, 1997. "Using Citation Analysis to Explore the Intellectual Base, Knowledge Dissemination, and Research Impact of Interfaces (1970–1992)," Interfaces, INFORMS, vol. 27(2), pages 85-101, April.
    6. Robert Colebunders & Chris Kenyon & Ronald Rousseau, 2014. "Increase in numbers and proportions of review articles in Tropical Medicine, Infectious Diseases, and oncology," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(1), pages 201-205, January.
    7. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "Data envelopment analysis 1978–2010: A citation-based literature survey," Omega, Elsevier, vol. 41(1), pages 3-15.
    8. Luc Anselin, 2000. "Geographical Spillovers and University Research: A Spatial EconometricPerspective," Growth and Change, Wiley Blackwell, vol. 31(4), pages 501-515.
    9. repec:spr:scient:v:98:y:2014:i:1:d:10.1007_s11192-013-1021-9 is not listed on IDEAS
    10. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min, 2016. "Research fronts in data envelopment analysis," Omega, Elsevier, vol. 58(C), pages 33-45.
    11. Bhupatiraju, Samyukta & Nomaler, Önder & Triulzi, Giorgio & Verspagen, Bart, 2012. "Knowledge flows – Analyzing the core literature of innovation, entrepreneurship and science and technology studies," Research Policy, Elsevier, vol. 41(7), pages 1205-1218.
    12. Nelson, Andrew J., 2009. "Measuring knowledge spillovers: What patents, licenses and publications reveal about innovation diffusion," Research Policy, Elsevier, vol. 38(6), pages 994-1005, July.
    13. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
    14. Maurseth, Per Botolf & Verspagen, Bart, 2002. " Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
    15. John S. Liu & Chung-Huei Kuan, 2016. "A new approach for main path analysis: Decay in knowledge diffusion," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(2), pages 465-476, February.
    16. repec:spr:isorms:978-1-4899-7684-0 is not listed on IDEAS
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