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A large-scale temporal analysis of scientific production across disciplines and countries

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  • Finocchi, Irene
  • Ribichini, Andrea
  • Schaerf, Marco

Abstract

In this article, we undertake a comprehensive large-scale analysis of the evolution of scientific communities across different disciplines and countries, spanning the period 1991-2020. Our analysis uses data obtained from Scopus and involves a total of 15,756,144 authors, 74,847,508 publications, and 1,501,206,153 citations. Besides the overall research production, we investigate multiple disciplines at various levels of aggregation (namely, scientific sectors as defined by the European Research Council and Scopus research categories). The geographical focus of our analysis takes into account first the worldwide scientific production and then addresses the 19 countries that are members of the G20 group (thus excluding the EU).

Suggested Citation

  • Finocchi, Irene & Ribichini, Andrea & Schaerf, Marco, 2025. "A large-scale temporal analysis of scientific production across disciplines and countries," Journal of Informetrics, Elsevier, vol. 19(2).
  • Handle: RePEc:eee:infome:v:19:y:2025:i:2:s175115772500029x
    DOI: 10.1016/j.joi.2025.101665
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    References listed on IDEAS

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    1. Camil Demetrescu & Irene Finocchi & Andrea Ribichini & Marco Schaerf, 2020. "On bibliometrics in academic promotions: a case study in computer science and engineering in Italy," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 2207-2228, September.
    2. Andrew Plume, 2024. "Open-access publishing: citation advantage is unproven," Nature, Nature, vol. 626(7999), pages 480-480, February.
    3. Sun, Xiaoling & Ding, Kun & Lin, Yuan, 2016. "Mapping the evolution of scientific fields based on cross-field authors," Journal of Informetrics, Elsevier, vol. 10(3), pages 750-761.
    4. Raminta Pranckutė, 2021. "Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World," Publications, MDPI, vol. 9(1), pages 1-59, March.
    5. Jishnu Das & Quy-Toan Do, 2020. "US and them - The geography of academic research," CEPR Press Book Chapters, in: Sebastian Galliani & Ugo Panizza (ed.), Publishing and Measuring Success in Economics, edition 1, volume 1, chapter 1, pages 111-114, Centre for Economic Policy Research.
    6. Vincent Larivière & Chaoqun Ni & Yves Gingras & Blaise Cronin & Cassidy R. Sugimoto, 2013. "Bibliometrics: Global gender disparities in science," Nature, Nature, vol. 504(7479), pages 211-213, December.
    7. Demetrescu, Camil & Lupia, Francesco & Mendicelli, Angelo & Ribichini, Andrea & Scarcello, Francesco & Schaerf, Marco, 2019. "On the Shapley value and its application to the Italian VQR research assessment exercise," Journal of Informetrics, Elsevier, vol. 13(1), pages 87-104.
    8. repec:plo:pone00:0189136 is not listed on IDEAS
    9. Glenn D. Walters, 2011. "The citation life cycle of articles published in 13 American Psychological Association journals: A 25-year longitudinal analysis," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(8), pages 1629-1636, August.
    10. 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.
    11. Tian, Yunpei & Li, Gang & Mao, Jin, 2023. "Predicting the evolution of scientific communities by interpretable machine learning approaches," Journal of Informetrics, Elsevier, vol. 17(2).
    12. Franzoni, Chiara & Scellato, Giuseppe & Stephan, Paula, 2014. "The mover’s advantage: The superior performance of migrant scientists," Economics Letters, Elsevier, vol. 122(1), pages 89-93.
    13. Irene Finocchi & Andrea Ribichini & Marco Schaerf, 2023. "An analysis of international mobility and research productivity in computer science," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(11), pages 6147-6175, November.
    14. Loet Leydesdorff & Caroline Wagner, 2009. "Is the United States losing ground in science? A global perspective on the world science system," Scientometrics, Springer;Akadémiai Kiadó, vol. 78(1), pages 23-36, January.
    15. 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.
    16. Klaus Jaffe & Enrique ter Horst & Laura H Gunn & Juan Diego Zambrano & German Molina, 2020. "A network analysis of research productivity by country, discipline, and wealth," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-15, May.
    17. Camil Demetrescu & Irene Finocchi & Andrea Ribichini & Marco Schaerf, 2022. "On computer science research and its temporal evolution," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4913-4938, August.
    18. Franceschini, Fiorenzo & Maisano, Domenico, 2017. "Critical remarks on the Italian research assessment exercise VQR 2011–2014," Journal of Informetrics, Elsevier, vol. 11(2), pages 337-357.
    19. Glenn D. Walters, 2011. "The citation life cycle of articles published in 13 American Psychological Association journals: A 25‐year longitudinal analysis," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(8), pages 1629-1636, August.
    20. 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.
    21. Junming Huang & Alexander J. Gates & Roberta Sinatra & Albert-László Barabási, 2020. "Historical comparison of gender inequality in scientific careers across countries and disciplines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(9), pages 4609-4616, March.
    22. Camil Demetrescu & Andrea Ribichini & Marco Schaerf, 2020. "Are Italian research assessment exercises size-biased?," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 533-549, October.
    23. Jiancheng Guan & Nan Ma, 2004. "A comparative study of research performance in computer science," Scientometrics, Springer;Akadémiai Kiadó, vol. 61(3), pages 339-359, November.
    24. David A. King, 2004. "The scientific impact of nations," Nature, Nature, vol. 430(6997), pages 311-316, July.
    25. Nicolai Netz & Svenja Hampel & Valeria Aman, 2020. "What effects does international mobility have on scientists’ careers? A systematic review," Research Evaluation, Oxford University Press, vol. 29(3), pages 327-351.
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