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Interdisciplinarity and Impact: Distinct Effects of Variety, Balance, and Disparity

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Cited by:

  1. Wang, Jian, 2016. "Knowledge creation in collaboration networks: Effects of tie configuration," Research Policy, Elsevier, vol. 45(1), pages 68-80.
  2. D’Este, Pablo & Robinson-García, Nicolás, 2023. "Interdisciplinary research and the societal visibility of science: The advantages of spanning multiple and distant scientific fields," Research Policy, Elsevier, vol. 52(2).
  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. Belkhouja, Mustapha & Fattoum, Senda & Yoon, Hyungseok (David), 2021. "Does greater diversification increase individual productivity? The moderating effect of attention allocation," Research Policy, Elsevier, vol. 50(6).
  5. Núria Bautista-Puig & Jorge Mañana-Rodríguez & Antonio Eleazar Serrano-López, 2021. "Role taxonomy of green and sustainable science and technology journals: exportation, importation, specialization and interdisciplinarity," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 3871-3892, May.
  6. Wang, Jian & Veugelers, Reinhilde & Stephan, Paula, 2017. "Bias against novelty in science: A cautionary tale for users of bibliometric indicators," Research Policy, Elsevier, vol. 46(8), pages 1416-1436.
  7. Wolfgang Glänzel & Koenraad Debackere, 2022. "Various aspects of interdisciplinarity in research and how to quantify and measure those," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5551-5569, September.
  8. 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.
  9. Gao, Qiang & Liang, Zhentao & Wang, Ping & Hou, Jingrui & Chen, Xiuxiu & Liu, Manman, 2021. "Potential index: Revealing the future impact of research topics based on current knowledge networks," Journal of Informetrics, Elsevier, vol. 15(3).
  10. Du, Anbang & Head, Michael & Brede, Markus, 2025. "Integration vs segregation: Network analysis of interdisciplinarity in funded and unfunded research on infectious diseases," Journal of Informetrics, Elsevier, vol. 19(1).
  11. Luka Ursić & Godfrey Baldacchino & Željana Bašić & Ana Belén Sainz & Ivan Buljan & Miriam Hampel & Ivana Kružić & Mia Majić & Ana Marušić & Franck Thetiot & Ružica Tokalić & Leandra Vranješ Markić, 2022. "Factors Influencing Interdisciplinary Research and Industry-Academia Collaborations at Six European Universities: A Qualitative Study," Sustainability, MDPI, vol. 14(15), pages 1-24, July.
  12. Sotaro Shibayama & Jian Wang, 2020. "Measuring originality in science," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 409-427, January.
  13. Hajibabaei, Anahita & Schiffauerova, Andrea & Ebadi, Ashkan, 2022. "Gender-specific patterns in the artificial intelligence scientific ecosystem," Journal of Informetrics, Elsevier, vol. 16(2).
  14. Jian Du & Yishan Wu, 2018. "A parameter-free index for identifying under-cited sleeping beauties in science," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(2), pages 959-971, August.
  15. Tetsuo Wada, 2018. "The choice of examiner patent citations for refusals: evidence from the trilateral offices," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(2), pages 825-843, November.
  16. Dong, Ke & Wu, Jiang & Wang, Kaili, 2021. "On the inequality of citation counts of all publications of individual authors," Journal of Informetrics, Elsevier, vol. 15(4).
  17. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2017. "Do interdisciplinary research teams deliver higher gains to science?," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 317-336, April.
  18. Hackett, Edward J. & Leahey, Erin & Parker, John N. & Rafols, Ismael & Hampton, Stephanie E. & Corte, Ugo & Chavarro, Diego & Drake, John M. & Penders, Bart & Sheble, Laura & Vermeulen, Niki & Vision,, 2021. "Do synthesis centers synthesize? A semantic analysis of topical diversity in research," Research Policy, Elsevier, vol. 50(1).
  19. Giovanni Abramo & Ciriaco Andrea D’Angelo & Leonardo Grilli, 2024. "The role of non-scientific factors vis-à-vis the quality of publications in determining their scholarly impact," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(8), pages 5003-5019, August.
  20. Bei Zeng & Haihua Lyu & Zhenyue Zhao & Jiang Li, 2021. "Exploring the direction and diversity of interdisciplinary knowledge diffusion: A case study of professor Zeyuan Liu's scientific publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 6253-6272, July.
  21. Fontana, Magda & Iori, Martina & Montobbio, Fabio & Sinatra, Roberta, 2020. "New and atypical combinations: An assessment of novelty and interdisciplinarity," Research Policy, Elsevier, vol. 49(7).
  22. Shang, Yuanyuan & Sivertsen, Gunnar & Cao, Zhe & Zhang, Lin, 2021. "Gender differences in research focused on the Sustainable Development Goal of Gender Equality," SocArXiv 3fapz, Center for Open Science.
  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. Meijun Liu & Dongbo Shi & Jiang Li, 2017. "Double-edged sword of interdisciplinary knowledge flow from hard sciences to humanities and social sciences: Evidence from China," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-16, September.
  25. Kevin M. Kniffin & Andrew S. Hanks, 2017. "Antecedents and near-term consequences for interdisciplinary dissertators," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 1225-1250, June.
  26. Feng Shi & James Evans, 2023. "Surprising combinations of research contents and contexts are related to impact and emerge with scientific outsiders from distant disciplines," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  27. Zuo, Zhiya & Zhao, Kang, 2018. "The more multidisciplinary the better? – The prevalence and interdisciplinarity of research collaborations in multidisciplinary institutions," Journal of Informetrics, Elsevier, vol. 12(3), pages 736-756.
  28. Xin Liu & Yi Bu & Ming Li & Jiang Li, 2024. "Monodisciplinary collaboration disrupts science more than multidisciplinary collaboration," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 75(1), pages 59-78, January.
  29. 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.
  30. Miura, Takahiro & Asatani, Kimitaka & Sakata, Ichiro, 2023. "Revisiting the uniformity and inconsistency of slow-cited papers in science," Journal of Informetrics, Elsevier, vol. 17(1).
  31. 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.
  32. Banal-Estañol, Albert & Macho-Stadler, Inés & Pérez-Castrillo, David, 2019. "Evaluation in research funding agencies: Are structurally diverse teams biased against?," Research Policy, Elsevier, vol. 48(7), pages 1823-1840.
  33. Slobodan Perović & Sandro Radovanović & Vlasta Sikimić & Andrea Berber, 2016. "Optimal research team composition: data envelopment analysis of Fermilab experiments," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 83-111, July.
  34. Min, Chao & Sun, Jianjun & Pei, Lei & Ding, Ying, 2016. "Measuring delayed recognition for papers: Uneven weighted summation and total citations," Journal of Informetrics, Elsevier, vol. 10(4), pages 1153-1165.
  35. Wang, Jian & Verberne, Suzan, 2024. "Comparing patent in-text and front-page references to science," Journal of Informetrics, Elsevier, vol. 18(4).
  36. Alexander J. Gates & Jessica R. Gold & Laura K. Nelson & Kathrin Zippel, 2024. "Translating interdisciplinary knowledge for gender equity: Quantifying the impact of NSF ADVANCE," Social Science Quarterly, Southwestern Social Science Association, vol. 105(2), pages 342-358, March.
  37. Alexandre Truc & Olivier Santerre & Yves Gingras & François Claveau, 2023. "The interdisciplinarity of economics," Post-Print hal-04719259, HAL.
  38. Susanne Bührer & Evanthia Kalpazidou Schmidt & Rachel Palmén & Sybille Reidl, 2020. "Evaluating gender equality effects in research and innovation systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1459-1475, November.
  39. Abramo, Giovanni & D'Angelo, Ciriaco Andrea, 2025. "Inter- and intra-domain knowledge flows: Examining their relationship with impact at the field level over time," Journal of Informetrics, Elsevier, vol. 19(1).
  40. Sándor Soós & Zsófia Vida & András Schubert, 2018. "Long-term trends in the multidisciplinarity of some typical natural and social sciences, and its implications on the SSH versus STM distinction," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 795-822, March.
  41. Lin Zhang & Beibei Sun & Zaida Chinchilla-Rodríguez & Lixin Chen & Ying Huang, 2018. "Interdisciplinarity and collaboration: on the relationship between disciplinary diversity in departmental affiliations and reference lists," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(1), pages 271-291, October.
  42. Chen, Shiji & Arsenault, Clément & Larivière, Vincent, 2015. "Are top-cited papers more interdisciplinary?," Journal of Informetrics, Elsevier, vol. 9(4), pages 1034-1046.
  43. Wuestman, Mignon & Wanzenböck, Iris & Frenken, Koen, 2023. "Local peer communities and future academic success of Ph.D. candidates," Research Policy, Elsevier, vol. 52(8).
  44. Bart Thijs, 2020. "Using neural-network based paragraph embeddings for the calculation of within and between document similarities," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 835-849, November.
  45. Deng Cheng & Zhang Xue & Yang Zhibo & Zhang Mingze, 2025. "Impact of interdisciplinarity on disruptive innovation: the moderating role of collaboration pattern and collaboration size," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(4), pages 2379-2401, April.
  46. Lina Xu & Steven Dellaportas & Zhiqiang Yang & Jin Wang, 2023. "More on the relationship between interdisciplinary accounting research and citation impact," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4779-4803, December.
  47. 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.
  48. Onodera, Natsuo, 2016. "Properties of an index of citation durability of an article," Journal of Informetrics, Elsevier, vol. 10(4), pages 981-1004.
  49. Mingkun Wei & Abdolreza Noroozi Chakoli, 2020. "Evaluating the relationship between the academic and social impact of open access books based on citation behaviors and social media attention," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2401-2420, December.
  50. 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.
  51. Gaetan de Rassenfosse & Kyle Higham & Orion Penner, 2022. "Scientific rewards for biomedical specialization are large and persistent," Working Papers 19, Chair of Science, Technology, and Innovation Policy.
  52. Wu, Keye & Sun, Jianjun & Wang, Jiajie & Kang, Lele, 2025. "How does science convergence influence technology convergence? Different impacts of science-push and technology-pull," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
  53. Wang, Qi & Waltman, Ludo, 2016. "Large-scale analysis of the accuracy of the journal classification systems of Web of Science and Scopus," Journal of Informetrics, Elsevier, vol. 10(2), pages 347-364.
  54. Ugo Moschini & Elena Fenialdi & Cinzia Daraio & Giancarlo Ruocco & Elisa Molinari, 2020. "A comparison of three multidisciplinarity indices based on the diversity of Scopus subject areas of authors’ documents, their bibliography and their citing papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1145-1158, November.
  55. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Zhang, Lin, 2018. "A comparison of two approaches for measuring interdisciplinary research output: The disciplinary diversity of authors vs the disciplinary diversity of the reference list," Journal of Informetrics, Elsevier, vol. 12(4), pages 1182-1193.
  56. Tanmoy Chakraborty, 2018. "Role of interdisciplinarity in computer sciences: quantification, impact and life trajectory," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 1011-1029, March.
  57. Arnauld Bessagnet & Joan Crespo & Jerome Vicente, 2023. "How is the literature on Digital Entrepreneurial Ecosystems structured? A socio-semantic network approach," Papers in Evolutionary Economic Geography (PEEG) 2320, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2023.
  58. Liang Hu & Win-bin Huang & Yi Bu, 2024. "Interdisciplinary research attracts greater attention from policy documents: evidence from COVID-19," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
  59. Fei Shu & Jesse David Dinneen & Shiji Chen, 2022. "Measuring the disparity among scientific disciplines using Library of Congress Subject Headings," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(6), pages 3613-3628, June.
  60. Liu, Jialin & Chen, Hongkan & Liu, Zhibo & Bu, Yi & Gu, Weiye, 2022. "Non-linearity between referencing behavior and citation impact: A large-scale, discipline-level analysis," Journal of Informetrics, Elsevier, vol. 16(3).
  61. 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.
  62. Zhang, Ruizhi & Wang, Jian & Mei, Yajun, 2017. "Search for evergreens in science: A functional data analysis," Journal of Informetrics, Elsevier, vol. 11(3), pages 629-644.
  63. Yuanyuan Shang & Gunnar Sivertsen & Zhe Cao & Lin Zhang, 2022. "Gender differences among first authors in research focused on the Sustainable Development Goal of Gender Equality," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4769-4796, August.
  64. Seolmin Yang & So Young Kim, 2023. "Knowledge-integrated research is more disruptive when supported by homogeneous funding sources: a case of US federally funded research in biomedical and life sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(6), pages 3257-3282, June.
  65. 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.
  66. Shengli Deng & Sudi Xia, 2020. "Mapping the interdisciplinarity in information behavior research: a quantitative study using diversity measure and co-occurrence analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(1), pages 489-513, July.
  67. 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.
  68. Tetsuo WADA, 2018. "The Choice of Examiner Patent Citations for Refusals: Evidence from the trilateral offices," Discussion papers 18046, Research Institute of Economy, Trade and Industry (RIETI).
  69. Bing Li & Shiji Chen & Vincent Larivière, 2023. "Interdisciplinarity affects the technological impact of scientific research," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(12), pages 6527-6559, December.
  70. Zafeiris, Anna & Koman, Zsombor & Mones, Enys & Vicsek, Tamás, 2017. "Phenomenological theory of collective decision-making," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 287-298.
  71. Chen, Shiji & Qiu, Junping & Arsenault, Clément & Larivière, Vincent, 2021. "Exploring the interdisciplinarity patterns of highly cited papers," Journal of Informetrics, Elsevier, vol. 15(1).
  72. Yang, Yu-Hsiang & Chiang, Yao-Min & Lin, Hung-Lung, 2024. "Sleeping beauties in finance," Research in International Business and Finance, Elsevier, vol. 70(PB).
  73. Munari, Federico & Righi, Hérica Morais & Toschi, Laura, 2025. "Across disciplines, to make an impact. The technological impact of boundary-spanning research projects," Technovation, Elsevier, vol. 141(C).
  74. Mingyang Wang & Zhenyu Wang & Guangsheng Chen, 2019. "Which can better predict the future success of articles? Bibliometric indices or alternative metrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(3), pages 1575-1595, June.
  75. Mingyang Wang & Jiaqi Zhang & Shijia Jiao & Xiangrong Zhang & Na Zhu & Guangsheng Chen, 2020. "Important citation identification by exploiting the syntactic and contextual information of citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2109-2129, December.
  76. repec:osf:socarx:3fapz_v1 is not listed on IDEAS
  77. Qing Ke, 2023. "Interdisciplinary research and technological impact: evidence from biomedicine," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(4), pages 2035-2077, April.
  78. Jiang, Huihuang & Zhou, Jianlin & Ding, Yiming & Zeng, An, 2024. "Overcoming recognition delays in disruptive research: The impact of team size, familiarity, and reputation," Journal of Informetrics, Elsevier, vol. 18(4).
  79. 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.
  80. 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.
  81. 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).
  82. Hoang-Son Pham & Bram Vancraeynest & Hanne Poelmans & Sadia Vancauwenbergh & Amr Ali-Eldin, 2023. "Identifying interdisciplinary research in research projects," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(10), pages 5521-5544, October.
  83. 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.
  84. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2017. "Specialization versus diversification in research activities: the extent, intensity and relatedness of field diversification by individual scientists," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(3), pages 1403-1418, September.
  85. repec:plo:pone00:0241772 is not listed on IDEAS
  86. Andrea Bonaccorsi & Nicola Melluso & Francesco Alessandro Massucci, 2022. "Exploring the antecedents of interdisciplinarity at the European Research Council: a topic modeling approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 6961-6991, December.
  87. Elmira Janavi & Mohammad Javad Mansourzadeh & Mojgan Samandar Ali Eshtehardi, 2020. "A methodology for developing scientific diversification strategy of countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2229-2264, December.
  88. Yu, Xiaoyao & Szymanski, Boleslaw K. & Jia, Tao, 2021. "Become a better you: Correlation between the change of research direction and the change of scientific performance," Journal of Informetrics, Elsevier, vol. 15(3).
  89. Zhang, Yang & Wang, Yang & Du, Haifeng & Havlin, Shlomo, 2024. "Delayed citation impact of interdisciplinary research," Journal of Informetrics, Elsevier, vol. 18(1).
  90. Lina Xu & Steven Dellaportas & Jin Wang, 2022. "A study of interdisciplinary accounting research: analysing the diversity of cited references," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2131-2162, June.
  91. 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.
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