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Diversity and interdisciplinarity: how can one distinguish and recombine disparity, variety, and balance?

Citations

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Cited by:

  1. Keungoui Kim & Dieter F. Kogler & Sira Maliphol, 2024. "Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
  2. Jian Xu & Yi Bu & Ying Ding & Sinan Yang & Hongli Zhang & Chen Yu & Lin Sun, 2018. "Understanding the formation of interdisciplinary research from the perspective of keyword evolution: a case study on joint attention," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(2), pages 973-995, November.
  3. Alex J. Yang & Huimin Xu & Ying Ding & Meijun Liu, 2024. "Unveiling the dynamics of team age structure and its impact on scientific innovation," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(10), pages 6127-6148, October.
  4. Giulio Giacomo Cantone, 2024. "How to measure interdisciplinary research? A systemic design for the model of measurement," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(8), pages 4937-4982, August.
  5. Haeussler, Carolin & Sauermann, Henry, 2020. "Division of labor in collaborative knowledge production: The role of team size and interdisciplinarity," Research Policy, Elsevier, vol. 49(6).
  6. SUN, Yu-tao & ZHANG, Chen & WANG, Jin-min, 2022. "How to Benefit from Balancing External Knowledge Acquisition? A Chinese EIT Industry Case," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  7. Yang, Alex J., 2024. "On the temporal diversity of knowledge in science," Journal of Informetrics, Elsevier, vol. 18(4).
  8. Xi Wang & Dongqiao Li & Xiwen Liu & Zhiqiang Wang, 2025. "Measuring knowledge flow in the interdisciplinary field of biosecurity: full counting method or fractional counting method?," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(2), pages 1101-1128, February.
  9. Maryam Nakhoda & Peter Whigham & Sander Zwanenburg, 2023. "Quantifying and addressing uncertainty in the measurement of interdisciplinarity," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(11), pages 6107-6127, November.
  10. Houqiang Yu & Yian Liang & Yinghua Xie, 2025. "Understanding the sustainability of supply–demand in peer review system: an analysis based on scholars’ research and review activities," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(3), pages 1547-1569, March.
  11. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
  12. Reinhold Kosfeld & Timo Mitze, 2020. "The role of R&D-intensive clusters for regional competitiveness," MAGKS Papers on Economics 202001, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
  13. Yan-Hong Yang & Ying-Hui Shao, 2024. "Education journal rankings: a diversity-based Author Affiliation Index assessment methodology," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(5), pages 2677-2700, May.
  14. Shiji Chen & Yanan Guo & Alvin Shijie Ding & Yanhui Song, 2024. "Is interdisciplinarity more likely to produce novel or disruptive research?," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(5), pages 2615-2632, May.
  15. Ascione, Grazia Sveva, 2023. "Technological diversity to address complex challenges: the contribution of American universities to sdgs," MPRA Paper 119452, University Library of Munich, Germany.
  16. Hou, Jianhua & Li, Hao & Zhang, Yang, 2024. "Influence of interdisciplinarity of scientific papers on the durability of citation diffusion: A perspective from citation discontinuance," Journal of Informetrics, Elsevier, vol. 18(3).
  17. Rüdiger Mutz, 2022. "Diversity and interdisciplinarity: Should variety, balance and disparity be combined as a product or better as a sum? An information-theoretical and statistical estimation approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7397-7414, December.
  18. Gangan Prathap, 2019. "Balance: a thermodynamic perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(1), pages 247-255, April.
  19. Reinhold Kosfeld & Timo Mitze, 2023. "Research and development intensive clusters and regional competitiveness," Growth and Change, Wiley Blackwell, vol. 54(4), pages 885-911, December.
  20. Xiaojing Cai & Xiaozan Lyu & Ping Zhou, 2023. "The relationship between interdisciplinarity and citation impact—a novel perspective on citation accumulation," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
  21. Geziel Fernandez Tuesta & Esteban Fernandez Tuesta & Luciano Antônio Digiampietri & Dominik Hartmann, 2025. "The diversity and (dis-)similarity of Brazilian universities’ research portfolios," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(1), pages 237-266, January.
  22. Fabio Zagonari, 2019. "Scientific Production and Productivity for Characterizing an Author’s Publication History: Simple and Nested Gini’s and Hirsch’s Indexes Combined," Publications, MDPI, vol. 7(2), pages 1-30, May.
  23. Meijun Liu & Sijie Yang & Yi Bu & Ning Zhang, 2023. "Female early-career scientists have conducted less interdisciplinary research in the past six decades: evidence from doctoral theses," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
  24. Yang, Alex J., 2024. "Unveiling the impact and dual innovation of funded research," Journal of Informetrics, Elsevier, vol. 18(1).
  25. Chen, Shiji & Qiu, Junping & Arsenault, Clément & Larivière, Vincent, 2021. "Exploring the interdisciplinarity patterns of highly cited papers," Journal of Informetrics, Elsevier, vol. 15(1).
  26. Shiji Chen & Kaiqi Zhang & Junping Qiu & Jiaqi Chai, 2024. "Interdisciplinarity and expert rating: an analysis based on faculty opinions," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(11), pages 6597-6628, November.
  27. Shiji Chen & Yanhui Song & Fei Shu & Vincent Larivière, 2022. "Interdisciplinarity and impact: the effects of the citation time window," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(5), pages 2621-2642, May.
  28. Marco Seeber & Jef Vlegels & Mattia Cattaneo, 2022. "Conditions that do or do not disadvantage interdisciplinary research proposals in project evaluation," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(8), pages 1106-1126, August.
  29. 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.
  30. Andrea Zielinski, 2022. "Impact of model settings on the text-based Rao diversity index," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7751-7768, December.
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