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A comparison of cognitive and organizational classification of publications in the social sciences and humanities

Author

Listed:
  • Raf Guns

    (University of Antwerp)

  • Linda Sīle

    (University of Antwerp)

  • Joshua Eykens

    (University of Antwerp)

  • Frederik T. Verleysen

    (University of Antwerp)

  • Tim C. E. Engels

    (University of Antwerp)

Abstract

We study the discrepancy between two ways of classifying publications in the social sciences and humanities (SSH): on the basis of the contents of publications and publication channels (cognitive classification) or on the basis of the organizational structure of departments, faculties etc. (organizational classification). Using data for the period 2000–2015 from 76,076 peer reviewed publications (co-)authored by SSH researchers affiliated to a Flemish university, we compare the organizational classification of the publications with a cognitive classification based on OECD Fields Of Science. In all fields except one, the cognitive discipline with the most publications is the one that most closely matches the organizational discipline, although there are substantial differences between disciplines in terms of overlap and concentration. At a higher aggregation level, we find that 73% of publications from the humanities are published in humanities publication channels, while this is only the case for 59% of publications from the social sciences. Social sciences are shown to have important links to medicine and health sciences. The spread of publications over cognitive disciplines, including non-SSH disciplines, is only partially related to the assignment of some publication channels to multiple FOS fields as well as multidisciplinary collaboration. Our study shows that it is quite common for researchers affiliated to an organizational unit to also carry out research in other domains.

Suggested Citation

  • Raf Guns & Linda Sīle & Joshua Eykens & Frederik T. Verleysen & Tim C. E. Engels, 2018. "A comparison of cognitive and organizational classification of publications in the social sciences and humanities," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(2), pages 1093-1111, August.
  • Handle: RePEc:spr:scient:v:116:y:2018:i:2:d:10.1007_s11192-018-2775-x
    DOI: 10.1007/s11192-018-2775-x
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    References listed on IDEAS

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    1. Emanuel Kulczycki & Tim C. E. Engels & Janne Pölönen & Kasper Bruun & Marta Dušková & Raf Guns & Robert Nowotniak & Michal Petr & Gunnar Sivertsen & Andreja Istenič Starčič & Alesia Zuccala, 2018. "Publication patterns in the social sciences and humanities: evidence from eight European countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(1), pages 463-486, July.
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    8. Arho Suominen & Hannes Toivanen, 2016. "Map of science with topic modeling: Comparison of unsupervised learning and human-assigned subject classification," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(10), pages 2464-2476, October.
    9. Loet Leydesdorff & Lutz Bornmann, 2016. "The operationalization of “fields” as WoS subject categories (WCs) in evaluative bibliometrics: The cases of “library and information science” and “science & technology studies”," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(3), pages 707-714, March.
    10. Truyken L. B. Ossenblok & Tim C. E. Engels & Gunnar Sivertsen, 2012. "The representation of the social sciences and humanities in the Web of Science--a comparison of publication patterns and incentive structures in Flanders and Norway (2005--9)," Research Evaluation, Oxford University Press, vol. 21(4), pages 280-290, September.
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    Cited by:

    1. Yuxian Liu & Yishan Wu & Sandra Rousseau & Ronald Rousseau, 2020. "Reflections on and a short review of the science of team science," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 937-950, November.
    2. Cristina Arhiliuc & Raf Guns, 2023. "Disciplinary collaboration rates in the social sciences and humanities: what is the influence of classification type?," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(6), pages 3419-3436, June.
    3. Joshua Eykens & Raf Guns & A I M Jakaria Rahman & Tim C E Engels, 2019. "Identifying publications in questionable journals in the context of performance-based research funding," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-19, November.
    4. Joshua Eykens & Raf Guns & Raf Vanderstraeten, 2022. "Subject specialties as interdisciplinary trading grounds: the case of the social sciences and humanities," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7193-7213, December.

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    More about this item

    Keywords

    Social sciences; Humanities; Cognitive classification; Organizational classification;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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