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Exploring team creativity: The nexus between freshness and experience

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  • Yang, Wenlong
  • Wang, Yang

Abstract

Scientific collaborations are widely acknowledged as a key factor in advancing contemporary science. Using the absence of prior collaboration relationships among all team members of a focal paper to assess team freshness, previous studies demonstrated strong associations between team freshness and the ability to generate original and multidisciplinary papers. However, the intricate interplay between team freshness and the experiences of new members remains less explored. For example, individuals can be classified based on their experiences or ages, distinguishing between newcomers with limited experience and incumbents with a track record of publications. Using the existing definition of team freshness, we focus on categorizing fresh teams into two distinct types: those consisting of fresh incumbents and those with fresh newcomers. Utilizing a comprehensive dataset comprising over 5 million articles, we systematically investigate the relationship between team freshness, the freshness of incumbents, and the freshness of newcomers on various creativity measurements. Our analysis yields several key findings. Firstly, both team freshness and the freshness of newcomers display a declining trend over time, whereas the freshness of incumbents remains stable. Secondly, we observe strong positive associations between team freshness, the freshness of incumbents, and the freshness of newcomers with regard to various creativity indicators. Strikingly, we emphasize substantial promotional powers of the freshness of incumbents on creativity, even after adjusting for overall team freshness. Our results have important policy implications related to the formation of creative teams.

Suggested Citation

  • Yang, Wenlong & Wang, Yang, 2024. "Exploring team creativity: The nexus between freshness and experience," Journal of Informetrics, Elsevier, vol. 18(4).
  • Handle: RePEc:eee:infome:v:18:y:2024:i:4:s1751157724001007
    DOI: 10.1016/j.joi.2024.101588
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    References listed on IDEAS

    as
    1. Benjamin F. Jones, 2009. "The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 283-317.
    2. Joshua Ettinger & Friederike E. L. Otto & E. Lisa F. Schipper, 2021. "Storytelling can be a powerful tool for science," Nature, Nature, vol. 589(7842), pages 352-352, January.
    3. Vinod Mishra & Russell Smyth, 2013. "Are more senior academics really more research productive than junior academics? Evidence from Australian law schools," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(2), pages 411-425, August.
    4. Michael Park & Erin Leahey & Russell J. Funk, 2023. "Papers and patents are becoming less disruptive over time," Nature, Nature, vol. 613(7942), pages 138-144, January.
    5. Weihua Li & Sam Zhang & Zhiming Zheng & Skyler J. Cranmer & Aaron Clauset, 2022. "Untangling the network effects of productivity and prominence among scientists," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    6. Diamond, Arthur M., 1980. "Age and the Acceptance of Cliometrics," The Journal of Economic History, Cambridge University Press, vol. 40(4), pages 838-841, December.
    7. 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.
    8. Yiling Lin & Carl Benedikt Frey & Lingfei Wu, 2022. "Remote Collaboration Fuses Fewer Breakthrough Ideas," Papers 2206.01878, arXiv.org, revised Oct 2023.
    9. Yang Yang & Tanya Y. Tian & Teresa K. Woodruff & Benjamin F. Jones & Brian Uzzi, 2022. "Gender-diverse teams produce more novel and higher-impact scientific ideas," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 119(36), pages 2200841119-, September.
    10. 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.
    11. Chen, Wei & Yan, Yan, 2023. "New components and combinations: The perspective of the internal collaboration networks of scientific teams," Journal of Informetrics, Elsevier, vol. 17(2).
    12. Liu, Meijun & Jaiswal, Ajay & Bu, Yi & Min, Chao & Yang, Sijie & Liu, Zhibo & Acuña, Daniel & Ding, Ying, 2022. "Team formation and team impact: The balance between team freshness and repeat collaboration," Journal of Informetrics, Elsevier, vol. 16(4).
    13. Yiling Lin & Carl Benedikt Frey & Lingfei Wu, 2023. "Remote collaboration fuses fewer breakthrough ideas," Nature, Nature, vol. 623(7989), pages 987-991, November.
    14. Dag W. Aksnes & Liv Langfeldt & Paul Wouters, 2019. "Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories," SAGE Open, , vol. 9(1), pages 21582440198, February.
    15. Johan S. G. Chu & James A. Evans, 2021. "Slowed canonical progress in large fields of science," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(41), pages 2021636118-, October.
    16. David W. Galenson & Bruce A. Weinberg, 2000. "Age and the Quality of Work: The Case of Modern American Painters," Journal of Political Economy, University of Chicago Press, vol. 108(4), pages 761-777, August.
    17. Benjamin F. Jones, 2010. "Age and Great Invention," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 1-14, February.
    18. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    19. Yi Bu & Ying Ding & Xingkun Liang & Dakota S. Murray, 2018. "Understanding persistent scientific collaboration," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(3), pages 438-448, March.
    20. Stijn Kelchtermans & Reinhilde Veugelers, 2011. "The great divide in scientific productivity: why the average scientist does not exist," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(1), pages 295-336, February.
    21. Richard B. Freeman & Wei Huang, 2014. "Collaboration: Strength in diversity," Nature, Nature, vol. 513(7518), pages 305-305, September.
    22. Anne-Wil Harzing & Satu Alakangas, 2017. "Microsoft Academic is one year old: the Phoenix is ready to leave the nest," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(3), pages 1887-1894, September.
    23. Shouhuai Xu & Moti Yung & Jingguo Wang, 2021. "Seeking Foundations for the Science of Cyber Security," Information Systems Frontiers, Springer, vol. 23(2), pages 263-267, April.
    24. Katz, J. Sylvan & Martin, Ben R., 1997. "What is research collaboration?," Research Policy, Elsevier, vol. 26(1), pages 1-18, March.
    25. Sven E. Hug & Michael Ochsner & Martin P. Brändle, 2017. "Citation analysis with microsoft academic," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 371-378, April.
    26. Benjamin F. Jones, 2021. "The Rise of Research Teams: Benefits and Costs in Economics," Journal of Economic Perspectives, American Economic Association, vol. 35(2), pages 191-216, Spring.
    27. Yuxian Liu & Yishan Wu & Sandra Rousseau & Ronald Rousseau, 2020. "Reflections on and a short review of the science of team science," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 937-950, November.
    28. Jonathan Adams, 2013. "The fourth age of research," Nature, Nature, vol. 497(7451), pages 557-560, May.
    29. 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.
    30. Mikko Packalen & Jay Bhattacharya, 2019. "Age and the Trying Out of New Ideas," Journal of Human Capital, University of Chicago Press, vol. 13(2), pages 341-373.
    31. Lingfei Wu & Dashun Wang & James A. Evans, 2019. "Large teams develop and small teams disrupt science and technology," Nature, Nature, vol. 566(7744), pages 378-382, February.
    32. Sven E. Hug & Martin P. Brändle, 2017. "The coverage of Microsoft Academic: analyzing the publication output of a university," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(3), pages 1551-1571, December.
    33. Wagner, Caroline S. & Whetsell, Travis A. & Mukherjee, Satyam, 2019. "International research collaboration: Novelty, conventionality, and atypicality in knowledge recombination," Research Policy, Elsevier, vol. 48(5), pages 1260-1270.
    34. Huifeng Yu & Gerald Marschke & Matthew B. Ross & Joseph Staudt & Bruce A. Weinberg, 2023. "Publish or Perish: Selective Attrition as a Unifying Explanation for Patterns in Innovation over the Career," Journal of Human Resources, University of Wisconsin Press, vol. 58(4), pages 1307-1346.
    35. An Zeng & Ying Fan & Zengru Di & Yougui Wang & Shlomo Havlin, 2021. "Fresh teams are associated with original and multidisciplinary research," Nature Human Behaviour, Nature, vol. 5(10), pages 1314-1322, October.
    36. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    37. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    38. Bedoor K. AlShebli & Talal Rahwan & Wei Lee Woon, 2018. "The preeminence of ethnic diversity in scientific collaboration," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    39. Shalabh, 2021. "Statistical inference via data science," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(3), pages 1155-1155, July.
    40. Yang Yang & Tanya Y. Tian & Teresa K. Woodruff & Benjamin F. Jones & Brian Uzzi, 2022. "Gender-diverse teams produce more novel and higher-impact scientific ideas," Decision Analysis, INFORMS, vol. 119(36), pages 2200841119-, September.
    41. Abhay S. D. Rajput & Sangeeta Sharma, 2021. "India: draft science policy calls for public engagement," Nature, Nature, vol. 592(7852), pages 26-26, April.
    42. Lisa Mandle & Analisa Shields-Estrada & Rebecca Chaplin-Kramer & Matthew G. E. Mitchell & Leah L. Bremer & Jesse D. Gourevitch & Peter Hawthorne & Justin A. Johnson & Brian E. Robinson & Jeffrey R. Sm, 2021. "Increasing decision relevance of ecosystem service science," Nature Sustainability, Nature, vol. 4(2), pages 161-169, February.
    43. Jean J. Wang & Sarah X. Shao & Fred Y. Ye, 2021. "Identifying 'seed' papers in sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 6001-6011, July.
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