IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v116y2018i3d10.1007_s11192-018-2816-5.html
   My bibliography  Save this article

Assessing the interdependencies between scientific disciplinary profiles

Author

Listed:
  • Cinzia Daraio

    (Sapienza University of Rome)

  • Francesco Fabbri

    (Sapienza University of Rome)

  • Giulia Gavazzi

    (Sapienza University of Rome)

  • Maria Grazia Izzo

    (Sapienza University of Rome
    Fondazione Istituto Italiano di Tecnologia (IIT))

  • Luca Leuzzi

    (CNR-NANOTEC
    Sapienza University of Rome)

  • Giammarco Quaglia

    (Sapienza University of Rome)

  • Giancarlo Ruocco

    (Fondazione Istituto Italiano di Tecnologia (IIT)
    Sapienza University of Rome)

Abstract

The investigation of the dynamics of national disciplinary profiles is at the forefront in quantitative investigations of science. We propose a new approach to investigate the complex interactions among scientific disciplinary profiles. The approach is based on recent pseudo-likelihood techniques introduced in the framework of machine learning and complex systems. We infer, in a Bayesian framework, the network topology and the related interdependencies among national disciplinary profiles. We analyse data extracted from the Incites database which relate to the national scientific production of most productive world countries at disciplinary level over the period 1992–2016.

Suggested Citation

  • Cinzia Daraio & Francesco Fabbri & Giulia Gavazzi & Maria Grazia Izzo & Luca Leuzzi & Giammarco Quaglia & Giancarlo Ruocco, 2018. "Assessing the interdependencies between scientific disciplinary profiles," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1785-1803, September.
    • Handle: RePEc:spr:scient:v:116:y:2018:i:3:d:10.1007_s11192-018-2816-5
    DOI: 10.1007/s11192-018-2816-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-018-2816-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11192-018-2816-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Li Ying Yang & Ting Yue & Jie Lan Ding & Tao Han, 2012. "A comparison of disciplinary structure in science between the G7 and the BRIC countries by bibliometric methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(2), pages 497-516, November.
    2. Pierre Azoulay & Joshua S. Graff Zivin & Gustavo Manso, 2011. "Incentives and creativity: evidence from the academic life sciences," RAND Journal of Economics, RAND Corporation, vol. 42(3), pages 527-554, September.
    3. Ning Li, 2017. "Evolutionary patterns of national disciplinary profiles in research: 1996–2015," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 493-520, April.
    4. Wolfgang Glänzel & Jacqueline Leta & Bart Thijs, 2006. "Science in Brazil. Part 1: A macro-level comparative study," Scientometrics, Springer;Akadémiai Kiadó, vol. 67(1), pages 67-86, April.
    5. Slavo Radosevic & Esin Yoruk, 2014. "Are there global shifts in the world science base? Analysing the catching up and falling behind of world regions," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(3), pages 1897-1924, December.
    6. Cristiano Antonelli & Chiara Franzoni & Aldo Geuna, 2011. "The organization, economics, and policy of scientific research: what we do know and what we don't know--an agenda for research," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(1), pages 201-213, February.
    7. Bongioanni, Irene & Daraio, Cinzia & Ruocco, Giancarlo, 2014. "A quantitative measure to compare the disciplinary profiles of research systems and their evolution over time," Journal of Informetrics, Elsevier, vol. 8(3), pages 710-727.
    8. Loet Leydesdorff & Ping Zhou, 2005. "Are the contributions of China and Korea upsetting the world system of science?," Scientometrics, Springer;Akadémiai Kiadó, vol. 63(3), pages 617-630, June.
    9. Tian, Yangge & Wen, Cheng & Hong, Song, 2008. "Global scientific production on GIS research by bibliometric analysis from 1997 to 2006," Journal of Informetrics, Elsevier, vol. 2(1), pages 65-74.
    10. Wolfgang Glänzel & Jacqueline Leta & Bart Thijs, 2006. "Science in Brazil. Part 1: A macro-level comparative study," Scientometrics, Springer;Akadémiai Kiadó, vol. 67(1), pages 67-86, April.
    11. Shen, Zhesi & Yang, Liying & Pei, Jiansuo & Li, Menghui & Wu, Chensheng & Bao, Jianzhang & Wei, Tian & Di, Zengru & Rousseau, Ronald & Wu, Jinshan, 2016. "Interrelations among scientific fields and their relative influences revealed by an input–output analysis," Journal of Informetrics, Elsevier, vol. 10(1), pages 82-97.
    12. Zhou, Ping & Leydesdorff, Loet, 2006. "The emergence of China as a leading nation in science," Research Policy, Elsevier, vol. 35(1), pages 83-104, February.
    13. Wolfgang Glänzel & Koenraad Debackere & Martin Meyer, 2008. "‘Triad’ or ‘tetrad’? On global changes in a dynamic world," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(1), pages 71-88, January.
    14. Chan-Yuan Wong & Kim-Leng Goh, 2012. "The pathway of development: science and technology of NIEs and selected Asian emerging economies," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(3), pages 523-548, September.
    15. Xiaojun Hu & Ronald Rousseau, 2009. "A comparative study of the difference in research performance in biomedical fields among selected Western and Asian countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 475-491, November.
    16. Wolfgang Glänzel & Balázs Schlemmer, 2007. "National research profiles in a changing Europe (1983–2003) An exploratory study of sectoral characteristics in the Triple Helix," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(2), pages 267-275, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Moriah B. Bostian & Cinzia Daraio & Rolf Fare & Shawna Grosskopf & Maria Grazia Izzo & Luca Leuzzi & Giancarlo Ruocco & William L. Weber, 2018. "Inference for Nonparametric Productivity Networks: A Pseudo-likelihood Approach," DIAG Technical Reports 2018-06, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Abramo, Giovanni & D'Angelo, Ciriaco Andrea & Di Costa, Flavia, 2022. "Revealing the scientific comparative advantage of nations: Common and distinctive features," Journal of Informetrics, Elsevier, vol. 16(1).
    2. Ning Li, 2017. "Evolutionary patterns of national disciplinary profiles in research: 1996–2015," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 493-520, April.
    3. Jielan Ding & Per Ahlgren & Liying Yang & Ting Yue, 2018. "Disciplinary structures in Nature, Science and PNAS: journal and country levels," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1817-1852, September.
    4. Dag W. Aksnes & Thed N. Leeuwen & Gunnar Sivertsen, 2014. "The effect of booming countries on changes in the relative specialization index (RSI) on country level," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1391-1401, November.
    5. Ping Zhou & Wolfgang Glänzel, 2010. "In-depth analysis on China’s international cooperation in science," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(3), pages 597-612, March.
    6. Wolfgang Glänzel & Koenraad Debackere & Martin Meyer, 2008. "‘Triad’ or ‘tetrad’? On global changes in a dynamic world," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(1), pages 71-88, January.
    7. Ping Zhou & Bart Thijs & Wolfgang Glänzel, 2009. "Regional analysis on Chinese scientific output," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(3), pages 839-857, December.
    8. Li Ying Yang & Ting Yue & Jie Lan Ding & Tao Han, 2012. "A comparison of disciplinary structure in science between the G7 and the BRIC countries by bibliometric methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(2), pages 497-516, November.
    9. Harzing, Anne-Wil & Giroud, Axèle, 2014. "The competitive advantage of nations: An application to academia," Journal of Informetrics, Elsevier, vol. 8(1), pages 29-42.
    10. Wolfgang Glänzel & Lin Zhang, 2018. "Scientometric research assessment in the developing world: A tribute to Michael J. Moravcsik from the perspective of the twenty-first century," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(3), pages 1517-1532, June.
    11. Maria Cláudia Cabrini Grácio & Ely Francina Tannuri Oliveira & Zaida Chinchilla-Rodríguez & Henk F. Moed, 2020. "Does corresponding authorship influence scientific impact in collaboration: Brazilian institutions as a case of study," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1349-1369, November.
    12. Daniel Fink & Youngsun Kwon & Jae Jeung Rho & Minho So, 2014. "S&T knowledge production from 2000 to 2009 in two periphery countries: Brazil and South Korea," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 37-54, April.
    13. Chi Mai Nguyen & Jae-Yong Choung, 2020. "Scientific knowledge production in China: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(2), pages 1279-1303, August.
    14. Ponomariov, Branco & Toivanen, Hannes, 2014. "Knowledge flows and bases in emerging economy innovation systems: Brazilian research 2005–2009," Research Policy, Elsevier, vol. 43(3), pages 588-596.
    15. Grisel Zacca-González & Zaida Chinchilla-Rodríguez & Benjamín Vargas-Quesada, 2018. "Medical scientific output and specialization in Latin American countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(3), pages 1635-1650, June.
    16. Jacques Wainer & Eduardo C. Xavier & Fabio Bezerra, 2009. "Scientific production in Computer Science: A comparative study of Brazil and other countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 535-547, November.
    17. Yves Gingras & Mahdi Khelfaoui, 2018. "Assessing the effect of the United States’ “citation advantage” on other countries’ scientific impact as measured in the Web of Science (WoS) database," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 517-532, February.
    18. Jo Royle & Louisa Coles & Dorothy Williams & Paul Evans, 2007. "Publishing in international journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 71(1), pages 59-86, April.
    19. Marco Cozzi, 2020. "Public Funding of Research and Grant Proposals in the Social Sciences: Empirical Evidence from Canada," Department Discussion Papers 1809, Department of Economics, University of Victoria.
    20. Júlio Cesar Rodrigues Pereira & Juliana Parreira Vasconcellos & Lucilla Furusawa & Augusto De Moura Barbati, 2007. "Who’s who and what’s what in Brazilian Public Health Sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 73(1), pages 37-52, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:116:y:2018:i:3:d:10.1007_s11192-018-2816-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.