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Finding leading scholars in mobile phone behavior: a mixed-method analysis of an emerging interdisciplinary field

Author

Listed:
  • Zheng Yan

    (University at Albany)

  • Wenqian Robertson

    (University at Albany)

  • Yaosheng Lou

    (University at Albany)

  • Tom W. Robertson

    (University at Albany)

  • Sung Yong Park

    (University at Albany)

Abstract

Finding leading scholars in a field effectively and efficiently is important and challenging in the science of science research. The present study focused on a specific field of mobile phone behavior as a prototypical case to demonstrate at a microscopic level the real-world complexity of how to find leading scholars in a newly emerging and highly interdisciplinary field of research scientifically. It used a novel mixed method combining content analysis and bibliometric analysis to identify and verify leading scholars in the field effectively and efficiently. The major findings of the study include that (1) a total of 390 leading scholars in the field have been identified based on explicit recognition by 260 authors of 102 chapters of an encyclopedia of mobile phone behavior; (2) overall, peer recognition evidence of the identified 390 leading scholars and bibliometric evidence of the three indicators for verifying leader scholars are relatively consistent; (3) among the four categories of the 390 leading scholars, the dominant one is the 273 scholars who receive only one peer recognition but have strong bibliometric evidence, potentially due to the nature of either an emerging filed or an interdisciplinary field; and (4) the highest-cited citations could be considered the best bibliometric indicators for verifying leading scholars effectively and efficiently. Implications, future directions, and limitations are discussed.

Suggested Citation

  • Zheng Yan & Wenqian Robertson & Yaosheng Lou & Tom W. Robertson & Sung Yong Park, 2021. "Finding leading scholars in mobile phone behavior: a mixed-method analysis of an emerging interdisciplinary field," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(12), pages 9499-9517, December.
    • Handle: RePEc:spr:scient:v:126:y:2021:i:12:d:10.1007_s11192-021-04184-7
    DOI: 10.1007/s11192-021-04184-7
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    1. Vincent Larivière & Yves Gingras, 2010. "On the relationship between interdisciplinarity and scientific impact," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(1), pages 126-131, January.
    2. Marta C. González & César A. Hidalgo & Albert-László Barabási, 2009. "Understanding individual human mobility patterns," Nature, Nature, vol. 458(7235), pages 238-238, March.
    3. Edward J. Larson & Larry Witham, 1998. "Leading scientists still reject God," Nature, Nature, vol. 394(6691), pages 313-313, July.
    4. Sanjiv R. Das & Mike Y. Chen, 2007. "Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web," Management Science, INFORMS, vol. 53(9), pages 1375-1388, September.
    5. King, Desmond S. & Smith, Rogers M., 2005. "Racial Orders in American Political Development," American Political Science Review, Cambridge University Press, vol. 99(1), pages 75-92, February.
    6. Andre Esteva & Brett Kuprel & Roberto A. Novoa & Justin Ko & Susan M. Swetter & Helen M. Blau & Sebastian Thrun, 2017. "Correction: Corrigendum: Dermatologist-level classification of skin cancer with deep neural networks," Nature, Nature, vol. 546(7660), pages 686-686, June.
    7. Rotolo, Daniele & Hicks, Diana & Martin, Ben R., 2015. "What is an emerging technology?," Research Policy, Elsevier, vol. 44(10), pages 1827-1843.
    8. Andre Esteva & Brett Kuprel & Roberto A. Novoa & Justin Ko & Susan M. Swetter & Helen M. Blau & Sebastian Thrun, 2017. "Dermatologist-level classification of skin cancer with deep neural networks," Nature, Nature, vol. 542(7639), pages 115-118, February.
    9. Nederhof, A. J. & van Raan, A. F. J., 1993. "A bibliometric analysis of six economics research groups: A comparison with peer review," Research Policy, Elsevier, vol. 22(4), pages 353-368, August.
    10. William H. Walters & Esther Isabelle Wilder, 2015. "Worldwide contributors to the literature of library and information science: top authors, 2007–2012," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(1), pages 301-327, April.
    11. Henry Small, 2006. "Tracking and predicting growth areas in science," Scientometrics, Springer;Akadémiai Kiadó, vol. 68(3), pages 595-610, September.
    12. Luca Fraccascia & Ilaria Giannoccaro & Vito Albino, 2018. "Resilience of Complex Systems: State of the Art and Directions for Future Research," Complexity, Hindawi, vol. 2018, pages 1-44, August.
    13. Lokman I. Meho & Diane H. Sonnenwald, 2000. "Citation ranking versus peer evaluation of senior faculty research performance: A case study of Kurdish scholarship," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 51(2), pages 123-138.
    14. Lorna Wildgaard & Jesper W. Schneider & Birger Larsen, 2014. "A review of the characteristics of 108 author-level bibliometric indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 125-158, October.
    15. Vincent Larivière & Yves Gingras, 2010. "On the relationship between interdisciplinarity and scientific impact," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(1), pages 126-131, January.
    16. Sarah de Rijcke & Paul F. Wouters & Alex D. Rushforth & Thomas P. Franssen & Björn Hammarfelt, 2016. "Evaluation practices and effects of indicator use—a literature review," Research Evaluation, Oxford University Press, vol. 25(2), pages 161-169.
    17. Rinia, E. J. & van Leeuwen, Th. N. & van Vuren, H. G. & van Raan, A. F. J., 2001. "Influence of interdisciplinarity on peer-review and bibliometric evaluations in physics research," Research Policy, Elsevier, vol. 30(3), pages 357-361, March.
    18. Shapiro, Fred R, 2000. "The Most-Cited Legal Scholars," The Journal of Legal Studies, University of Chicago Press, vol. 29(1), pages 409-426, January.
    19. Marek Kwiek, 2018. "High research productivity in vertically undifferentiated higher education systems: Who are the top performers?," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 415-462, April.
    20. Manuel Cardona & Werner Marx, 2005. "The disaster of the Nazi-power in science as reflected by some leading journals and scientists in physics," Scientometrics, Springer;Akadémiai Kiadó, vol. 64(3), pages 313-324, August.
    21. Naomi Fukuzawa & Takanori Ida, 2016. "Science linkages between scientific articles and patents for leading scientists in the life and medical sciences field: the case of Japan," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 629-644, February.
    22. Nils Hansson & Thorsten Halling & Heiner Fangerau, 2018. "Nobel nomination letters point to a winning formula," Nature, Nature, vol. 555(7696), pages 311-311, March.
    23. Chaim Zins, 2007. "Classification schemes of Information Science: Twenty‐eight scholars map the field," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(5), pages 645-672, March.
    24. Wright, Richard A. & Cohn, Ellen G., 1996. "The most-cited scholars in criminal justice textbooks, 1989-1993," Journal of Criminal Justice, Elsevier, vol. 24(5), pages 459-467.
    25. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
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