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Research leadership flow determinants and the role of proximity in research collaborations

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  • Chaocheng He
  • Jiang Wu
  • Qingpeng Zhang

Abstract

Characterizing the leadership in research is important to revealing the interaction pattern and organizational structure through research collaboration. This research defines the leadership role based on the corresponding author's affiliation, and presents the first quantitative research on the factors and evolution of 5 proximity dimensions (geographical, cognitive, institutional, social, and economic) of research leadership. The data to capture research leadership consist of a set of multi‐institution articles in the fields of “Life Sciences & Biomedicine,” “Technology,” “Physical Sciences,” “Social Sciences,” and “Humanities & Arts” during 2013–2017 from the Web of Science Core Citation Database. A Tobit regression‐based gravity model indicates that the mass of research leadership of both the leading and participating institutions and the geographical, cognitive, institutional, social, and economic proximities are important factors for the flow of research leadership among Chinese institutions. In general, the effect of these proximities for research leadership flow has been declining recently. The outcome of this research sheds light on the leadership evolution and flow among Chinese institutions, and thus can provide evidence and support for grant allocation policies to facilitate scientific research and collaborations.

Suggested Citation

  • Chaocheng He & Jiang Wu & Qingpeng Zhang, 2020. "Research leadership flow determinants and the role of proximity in research collaborations," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(11), pages 1341-1356, November.
    • Handle: RePEc:bla:jinfst:v:71:y:2020:i:11:p:1341-1356
    DOI: 10.1002/asi.24331
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    as
    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, September.
    2. Martijn Burger & Frank van Oort & Gert-Jan Linders, 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-inflated Estimation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 167-190.
    3. Lazzeretti, Luciana & Capone, Francesco, 2016. "How proximity matters in innovation networks dynamics along the cluster evolution. A study of the high technology applied to cultural goods," Journal of Business Research, Elsevier, vol. 69(12), pages 5855-5865.
    4. Zhang, Guanglu & Lin, Boqiang, 2018. "Impact of structure on unified efficiency for Chinese service sector—A two-stage analysis," Applied Energy, Elsevier, vol. 231(C), pages 876-886.
    5. Weichao Wang & Yishan Wu & Yuntao Pan, 2014. "An investigation of collaborations between top Chinese universities: a new quantitative approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1535-1545, February.
    6. Vedran Sekara & Pierre Deville & Sebastian E. Ahnert & Albert-László Barabási & Roberta Sinatra & Sune Lehmann, 2018. "The chaperone effect in scientific publishing," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(50), pages 12603-12607, December.
    7. Cui Zhang, 2016. "Agglomeration of knowledge intensive business services and urban productivity," Papers in Regional Science, Wiley Blackwell, vol. 95(4), pages 801-818, November.
    8. Thomas Scherngell & Yuanjia Hu, 2011. "Collaborative Knowledge Production in China: Regional Evidence from a Gravity Model Approach," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 755-772.
    9. Laurent R. Bergé, 2017. "Network proximity in the geography of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 785-815, November.
    10. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    11. António Osório, 2018. "On the impossibility of a perfect counting method to allocate the credits of multi-authored publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 2161-2173, September.
    12. André Andrian Padial & João Carlos Nabout & Tadeu Siqueira & Luis Mauricio Bini & José Alexandre Felizola Diniz-Filho, 2010. "Weak evidence for determinants of citation frequency in ecological articles," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(1), pages 1-12, October.
    13. Tuan V. Nguyen & Thao P. Ho-Le & Ut V. Le, 2017. "International collaboration in scientific research in Vietnam: an analysis of patterns and impact," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 1035-1051, February.
    14. Jarno Hoekman & Thomas Scherngell & Koen Frenken & Robert Tijssen, 2013. "Acquisition of European research funds and its effect on international scientific collaboration," Journal of Economic Geography, Oxford University Press, vol. 13(1), pages 23-52, January.
    15. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    16. Xianwen Wang & Shenmeng Xu & Zhi Wang & Lian Peng & Chuanli Wang, 2013. "International scientific collaboration of China: collaborating countries, institutions and individuals," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(3), pages 885-894, June.
    17. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    18. Otávio José Guerci Sidone & Eduardo Amaral Haddad & Jesús Pascual Mena-Chalco, 2017. "Scholarly publication and collaboration in Brazil: The role of geography," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(1), pages 243-258, January.
    19. Qinchang Gui & Chengliang Liu & Debin Du, 2018. "International Knowledge Flows and the Role of Proximity," Growth and Change, Wiley Blackwell, vol. 49(3), pages 532-547, September.
    20. Tatiana Plotnikova & Bastian Rake, 2014. "Collaboration in pharmaceutical research: exploration of country-level determinants," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1173-1202, February.
    21. Jiang, Ling (Alice) & Zhu, Nibing & Yang, Zhilin & Xu, Shen & Jun, Minjoon, 2018. "The relationships between distance factors and international collaborative research outcomes: A bibliometric examination," Journal of Informetrics, Elsevier, vol. 12(3), pages 618-630.
    22. Katz, J. Sylvan & Martin, Ben R., 1997. "What is research collaboration?," Research Policy, Elsevier, vol. 26(1), pages 1-18, March.
    23. Pierre-Alexandre Balland, 2012. "Proximity and the Evolution of Collaboration Networks: Evidence from Research and Development Projects within the Global Navigation Satellite System (GNSS) Industry," Regional Studies, Taylor & Francis Journals, vol. 46(6), pages 741-756, September.
    24. Hoekman, Jarno & Frenken, Koen & Tijssen, Robert J.W., 2010. "Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe," Research Policy, Elsevier, vol. 39(5), pages 662-673, June.
    25. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    26. Thomas Scherngell & Michael Barber, 2011. "Distinct spatial characteristics of industrial and public research collaborations: evidence from the fifth EU Framework Programme," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(2), pages 247-266, April.
    27. Lars Coenen & Jerker Moodysson & Bjørn T. Asheim, 2004. "Nodes, networks and proximities: on the knowledge dynamics of the Medicon Valley biotech cluster," European Planning Studies, Taylor & Francis Journals, vol. 12(7), pages 1003-1018, June.
    28. Ron Boschma & Koen Frenken, 2009. "Some Notes on Institutions in Evolutionary Economic Geography," Economic Geography, Clark University, vol. 85(2), pages 151-158, April.
    29. Micael Rosa Parreira & Karine Borges Machado & Ramiro Logares & José Alexandre Felizola Diniz-Filho & João Carlos Nabout, 2017. "The roles of geographic distance and socioeconomic factors on international collaboration among ecologists," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(3), pages 1539-1550, December.
    30. Bryn Lander, 2015. "Proximity at a distance: the role of institutional and geographical proximities in Vancouver’s infection and immunity research collaborations," Industry and Innovation, Taylor & Francis Journals, vol. 22(7), pages 575-596, October.
    31. Sun, Yehong & Wei, Yunjie & Zhang, Lingyun, 2017. "International academic impact of Chinese tourism research: A review based on the analysis of SSCI tourism articles from 2001 to 2012," Tourism Management, Elsevier, vol. 58(C), pages 245-252.
    32. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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    Cited by:

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    2. He, Chaocheng & Liu, Fuzhen & Dong, Ke & Wu, Jiang & Zhang, Qingpeng, 2023. "Research on the formation mechanism of research leadership relations: An exponential random graph model analysis approach," Journal of Informetrics, Elsevier, vol. 17(2).
    3. Hong Liu & Zhihua Liu & Yongzeng Lai & Lin Li, 2021. "Factors Influencing Collaborative Innovation Project Performance: The Case of China," Sustainability, MDPI, vol. 13(13), pages 1-19, July.

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