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Dynamics and characteristics of interdisciplinary research in scientific breakthroughs: case studies of Nobel-winning research in the past 120 years

Author

Listed:
  • Jingjing Ren

    (Beijing Technology and Business University)

  • Fang Wang

    (Chinese Academy of Sciences)

  • Minglu Li

    (National Natural Science Foundation of China)

Abstract

This study explores the interdisciplinary dynamics and characteristics of major original scientific achievements. Based on the perspective of knowledge integration, it combines bibliometric and social network analysis to investigate key publications of Nobel-winning research in natural science and their reference data. The data cover 585 laureates in Chemistry, Physics, and Physiology or Medicine awarded between 1901 and 2020, as well as 835 key publications published between 1887 and 2012 and their 10,894 citation publications. The main findings are as follows: First, interdisciplinary knowledge integration is an essential feature of original scientific breakthroughs, although influential achievements typically result from a novel combination of a larger amount of distant knowledge but in fewer disciplines. Second, the development of various disciplines in natural science has followed different dynamics of interdisciplinary processes for more than 100 years. Chemistry and Physics have experienced a dynamic shift from centralization to decentralization in terms of the concentrated degree of integrated disciplines, while Physiology or Medicine has shown a more generally concentrated trend. Third, Nobel-winning research presents a trend of a greater degree of knowledge interconnection, and the migration of combined research methods, tools, and basic disciplines contributes to the increasingly intense structure of knowledge combination. Bridging disciplines that facilitate knowledge exchange have shifted in the knowledge network across three time periods (the 1900s–1940s, 1950s–1970s, and 1980s and beyond).

Suggested Citation

  • Jingjing Ren & Fang Wang & Minglu Li, 2023. "Dynamics and characteristics of interdisciplinary research in scientific breakthroughs: case studies of Nobel-winning research in the past 120 years," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(8), pages 4383-4419, August.
  • Handle: RePEc:spr:scient:v:128:y:2023:i:8:d:10.1007_s11192-023-04762-x
    DOI: 10.1007/s11192-023-04762-x
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    References listed on IDEAS

    as
    1. Loet Leydesdorff & Caroline S. Wagner & Lutz Bornmann, 2018. "Betweenness and diversity in journal citation networks as measures of interdisciplinarity—A tribute to Eugene Garfield," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 567-592, February.
    2. Hessels, Laurens K. & van Lente, Harro, 2008. "Re-thinking new knowledge production: A literature review and a research agenda," Research Policy, Elsevier, vol. 37(4), pages 740-760, May.
    3. Sichao Tong & Per Ahlgren, 2017. "Evolution of three Nobel Prize themes and a Nobel snub theme in chemistry: a bibliometric study with focus on international collaboration," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(1), pages 75-90, July.
    4. Leydesdorff, Loet & Rafols, Ismael, 2011. "Indicators of the interdisciplinarity of journals: Diversity, centrality, and citations," Journal of Informetrics, Elsevier, vol. 5(1), pages 87-100.
    5. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    6. Fernanda Morillo & María Bordons & Isabel Gómez, 2001. "An approach to interdisciplinarity through bibliometric indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 203-222, April.
    7. Lin Zhang & Ronald Rousseau & Wolfgang Glänzel, 2016. "Diversity of references as an indicator of the interdisciplinarity of journals: Taking similarity between subject fields into account," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(5), pages 1257-1265, May.
    8. Laurens K. Hessels & Harro van Lente, 2008. "Re-thinking knowledge production: a literature review and a research agenda," Innovation Studies Utrecht (ISU) working paper series 08-03, Utrecht University, Department of Innovation Studies, revised Feb 2008.
    9. Jian Wang & Bart Thijs & Wolfgang Glänzel, 2015. "Interdisciplinarity and Impact: Distinct Effects of Variety, Balance, and Disparity," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-18, May.
    10. Amin Mazloumian & Young-Ho Eom & Dirk Helbing & Sergi Lozano & Santo Fortunato, 2011. "How Citation Boosts Promote Scientific Paradigm Shifts and Nobel Prizes," PLOS ONE, Public Library of Science, vol. 6(5), pages 1-6, May.
    11. Roland Barthel & Roman Seidl, 2017. "Interdisciplinary Collaboration between Natural and Social Sciences – Status and Trends Exemplified in Groundwater Research," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-27, January.
    12. Ismael Rafols & Martin Meyer, 2010. "Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(2), pages 263-287, February.
    13. Chen, Shiji & Arsenault, Clément & Larivière, Vincent, 2015. "Are top-cited papers more interdisciplinary?," Journal of Informetrics, Elsevier, vol. 9(4), pages 1034-1046.
    14. Keisuke Okamura, 2019. "Interdisciplinarity revisited: evidence for research impact and dynamism," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-9, December.
    15. Yves Gingras & Matthew L. Wallace, 2010. "Why it has become more difficult to predict Nobel Prize winners: a bibliometric analysis of nominees and winners of the chemistry and physics prizes (1901–2007)," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(2), pages 401-412, February.
    16. Julia H. Chariker & Yihang Zhang & John R. Pani & Eric C. Rouchka, 2017. "Identification of successful mentoring communities using network-based analysis of mentor–mentee relationships across Nobel laureates," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 1733-1749, June.
    17. Hongyu Zhou & Raf Guns & Tim C. E. Engels, 2022. "Are social sciences becoming more interdisciplinary? Evidence from publications 1960–2014," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(9), pages 1201-1221, September.
    18. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence Of The Knowledge Base And The Firm'S Innovative Performance: Evidence From The U.S. Pharmaceutical Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 53(1), pages 123-142, March.
    19. Wagner, Caroline S. & Roessner, J. David & Bobb, Kamau & Klein, Julie Thompson & Boyack, Kevin W. & Keyton, Joann & Rafols, Ismael & Börner, Katy, 2011. "Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature," Journal of Informetrics, Elsevier, vol. 5(1), pages 14-26.
    20. Alexander M. Petersen & Mohammed E. Ahmed & Ioannis Pavlidis, 2021. "Grand challenges and emergent modes of convergence science," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-15, December.
    21. Yu‐Wei Chang & Mu‐Hsuan Huang, 2012. "A study of the evolution of interdisciplinarity in library and information science: Using three bibliometric methods," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(1), pages 22-33, January.
    22. Sander Zwanenburg & Maryam Nakhoda & Peter Whigham, 2022. "Toward greater consistency and validity in measuring interdisciplinarity: a systematic and conceptual evaluation," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7769-7788, December.
    23. Xian Li & Ronald Rousseau & Liming Liang & Fangjie Xi & Yushuang Lü & Yifan Yuan & Xiaojun Hu, 2022. "Is low interdisciplinarity of references an unexpected characteristic of Nobel Prize winning research?," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(4), pages 2105-2122, April.
    24. Alan L. Porter & Alex S. Cohen & J. David Roessner & Marty Perreault, 2007. "Measuring researcher interdisciplinarity," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(1), pages 117-147, July.
    25. Alexander J. Gates & Qing Ke & Onur Varol & Albert-László Barabási, 2019. "Nature’s reach: narrow work has broad impact," Nature, Nature, vol. 575(7781), pages 32-34, November.
    26. Alexandre Truc, 2022. "Interdisciplinary influences in behavioral economics: a bibliometric analysis of cross-disciplinary citations," Journal of Economic Methodology, Taylor & Francis Journals, vol. 29(3), pages 217-251, July.
    27. Ho Fai Chan & Ali Sina Önder & Benno Torgler, 2016. "The first cut is the deepest: repeated interactions of coauthorship and academic productivity in Nobel laureate teams," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 509-524, February.
    28. Lindell Bromham & Russell Dinnage & Xia Hua, 2016. "Interdisciplinary research has consistently lower funding success," Nature, Nature, vol. 534(7609), pages 684-687, June.
    29. Alexander M. Petersen & Mohammed E. Ahmed & Ioannis Pavlidis, 2021. "Grand challenges and emergent modes of convergence science," Papers 2103.11547, arXiv.org.
    30. Vincent Larivière & Cassidy R. Sugimoto & Blaise Cronin, 2012. "A bibliometric chronicling of library and information science's first hundred years," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(5), pages 997-1016, May.
    31. Yuxian Liu & Ronald Rousseau, 2014. "Citation analysis and the development of science: A case study using articles by some Nobel prize winners," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(2), pages 281-289, February.
    32. Yu-Wei Chang & Mu-Hsuan Huang, 2012. "A study of the evolution of interdisciplinarity in library and information science: Using three bibliometric methods," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(1), pages 22-33, January.
    33. Caroline S Wagner & Edwin Horlings & Travis A Whetsell & Pauline Mattsson & Katarina Nordqvist, 2015. "Do Nobel Laureates Create Prize-Winning Networks? An Analysis of Collaborative Research in Physiology or Medicine," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-13, July.
    34. Chen, Shiji & Qiu, Junping & Arsenault, Clément & Larivière, Vincent, 2021. "Exploring the interdisciplinarity patterns of highly cited papers," Journal of Informetrics, Elsevier, vol. 15(1).
    35. Vincent Larivière & Cassidy R. Sugimoto & Blaise Cronin, 2012. "A bibliometric chronicling of library and information science's first hundred years," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(5), pages 997-1016, May.
    36. Silva, F.N. & Rodrigues, F.A. & Oliveira, O.N. & da F. Costa, L., 2013. "Quantifying the interdisciplinarity of scientific journals and fields," Journal of Informetrics, Elsevier, vol. 7(2), pages 469-477.
    37. Ho Fai Chan & Ali Sina Önder & Benno Torgler, 2015. "Do Nobel laureates change their patterns of collaboration following prize reception?," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 2215-2235, December.
    38. Lin Zhang & Beibei Sun & Lidan Jiang & Ying Huang, 2021. "On the relationship between interdisciplinarity and impact: Distinct effects on academic and broader impact [A Comparison of Two Approaches for Measuring Interdisciplinary Research Output: The Disc," Research Evaluation, Oxford University Press, vol. 30(3), pages 256-268.
    39. Alfredo Yegros-Yegros & Ismael Rafols & Pablo D’Este, 2015. "Does Interdisciplinary Research Lead to Higher Citation Impact? The Different Effect of Proximal and Distal Interdisciplinarity," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-21, August.
    40. Robert D. Shelton & Geoffrey M. Holdridge, 2004. "The US-EU race for leadership of science and technology: Qualitative and quantitative indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 60(3), pages 353-363, August.
    41. Rafols, Ismael & Leydesdorff, Loet & O’Hare, Alice & Nightingale, Paul & Stirling, Andy, 2012. "How journal rankings can suppress interdisciplinary research: A comparison between Innovation Studies and Business & Management," Research Policy, Elsevier, vol. 41(7), pages 1262-1282.
    42. Leydesdorff, Loet & Wagner, Caroline S. & Bornmann, Lutz, 2019. "Interdisciplinarity as diversity in citation patterns among journals: Rao-Stirling diversity, relative variety, and the Gini coefficient," Journal of Informetrics, Elsevier, vol. 13(1), pages 255-269.
    43. Alan L. Porter & Ismael Rafols, 2009. "Is science becoming more interdisciplinary? Measuring and mapping six research fields over time," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(3), pages 719-745, December.
    44. Houcemeddine Turki & Mohamed Ali Hadj Taieb & Mohamed Ben Aouicha, 2020. "Facts to consider when analyzing the references of Nobel Prize scientific background," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(1), pages 787-790, July.
    45. Alfonso Ávila-Robinson & Cristian Mejia & Shintaro Sengoku, 2021. "Are bibliometric measures consistent with scientists’ perceptions? The case of interdisciplinarity in research," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7477-7502, September.
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