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Papers and patents are becoming less disruptive over time

Author

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  • Michael Park

    (University of Minnesota)

  • Erin Leahey

    (University of Arizona)

  • Russell J. Funk

    (University of Minnesota)

Abstract

Theories of scientific and technological change view discovery and invention as endogenous processes1,2, wherein previous accumulated knowledge enables future progress by allowing researchers to, in Newton’s words, ‘stand on the shoulders of giants’3–7. Recent decades have witnessed exponential growth in the volume of new scientific and technological knowledge, thereby creating conditions that should be ripe for major advances8,9. Yet contrary to this view, studies suggest that progress is slowing in several major fields10,11. Here, we analyse these claims at scale across six decades, using data on 45 million papers and 3.9 million patents from six large-scale datasets, together with a new quantitative metric—the CD index12—that characterizes how papers and patents change networks of citations in science and technology. We find that papers and patents are increasingly less likely to break with the past in ways that push science and technology in new directions. This pattern holds universally across fields and is robust across multiple different citation- and text-based metrics1,13–17. Subsequently, we link this decline in disruptiveness to a narrowing in the use of previous knowledge, allowing us to reconcile the patterns we observe with the ‘shoulders of giants’ view. We find that the observed declines are unlikely to be driven by changes in the quality of published science, citation practices or field-specific factors. Overall, our results suggest that slowing rates of disruption may reflect a fundamental shift in the nature of science and technology.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:nature:v:613:y:2023:i:7942:d:10.1038_s41586-022-05543-x
    DOI: 10.1038/s41586-022-05543-x
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    Cited by:

    1. Berg, Justin M. & Duguid, Michelle M. & Goncalo, Jack A. & Harrison, Spencer H. & Miron-Spektor, Ella, 2023. "Escaping irony: Making research on creativity in organizations more creative," Organizational Behavior and Human Decision Processes, Elsevier, vol. 175(C).
    2. Petralia, Sergio & Kemeny, Thomas & Storper, Michael, 2023. "The transformative effects of tacit technological knowledge," LSE Research Online Documents on Economics 120154, London School of Economics and Political Science, LSE Library.
    3. Marta Pacheco & Patrícia Moura & Carla Silva, 2023. "A Systematic Review of Syngas Bioconversion to Value-Added Products from 2012 to 2022," Energies, MDPI, vol. 16(7), pages 1-24, April.
    4. Peter Bøggild, 2023. "Research on scalable graphene faces a reproducibility gap," Nature Communications, Nature, vol. 14(1), pages 1-3, December.
    5. A. Fronzetti Colladon & B. Guardabascio & F. Venturini, 2023. "A new mapping of technological interdependence," Papers 2308.00014, arXiv.org, revised Mar 2024.
    6. Boeing, Philipp & Brandt, Loren & Dai, Ruochen & Lim, Kevin & Peters, Bettina, 2024. "The anatomy of Chinese innovation: Insights on patent quality and ownership," ZEW Discussion Papers 24-016, ZEW - Leibniz Centre for European Economic Research.
    7. Valentiny, Pál, 2024. "Mennyire innovatívak a Big Tech vállalatok? [How innovative are Big Tech companies?]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 22-56.
    8. Jeffrey T. Macher & Christian Rutzer & Rolf Weder, 2023. "The Illusive Slump of Disruptive Patents," Papers 2306.10774, arXiv.org.
    9. Benjamin Schneider & Hillary Vipond, 2023. "The Past and Future of Work: How History Can Inform the Age of Automation," CESifo Working Paper Series 10766, CESifo.
    10. Naudé, Wim, 2023. "Melancholy Hues: The Futility of Green Growth and Degrowth, and the Inevitability of Societal Collapse," IZA Discussion Papers 16139, Institute of Labor Economics (IZA).
    11. Morrow, Nathan & Borrell, James S. & Mock, Nancy B. & Büchi, Lucie & Gatto, Andrea & Lulekal, Ermias, 2023. "Measure of indigenous perennial staple crop, Ensete ventricosum, associated with positive food security outcomes in southern Ethiopian highlands," Food Policy, Elsevier, vol. 117(C).
    12. Rosalie L. Tung & Gary Knight & Pervez Ghauri & Shameen Prashantham & Tony Fang, 2023. "Disruptive knowledge in international business research: A pipe dream or attainable target?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(9), pages 1589-1598, December.
    13. Honglin Bao & Misha Teplitskiy, 2024. "A simulation-based analysis of the impact of rhetorical citations in science," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    14. Peter Fusdahl & Ingelin Testad & Dag Aarsland & Geir Sverre Braut, 2023. "Dementia Researchers’ Inside Views on Research Networks and Alignment With Public Research Funding: A Qualitative Study," SAGE Open, , vol. 13(4), pages 21582440231, October.
    15. Sam Arts & Nicola Melluso & Reinhilde Veugelers, 2023. "Beyond Citations: Measuring Novel Scientific Ideas and their Impact in Publication Text," Papers 2309.16437, arXiv.org, revised Nov 2023.
    16. Betz, Ulrich A.K. & Arora, Loukik & Assal, Reem A. & Azevedo, Hatylas & Baldwin, Jeremy & Becker, Michael S. & Bostock, Stefan & Cheng, Vinton & Egle, Tobias & Ferrari, Nicola & Schneider-Futschik, El, 2023. "Game changers in science and technology - now and beyond," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    17. André Luis Araujo da Fonseca & Paula Castro Pires de Souza Chimenti & Maribel Carvalho Suarez, 2023. "Using deep learning language models as scaffolding tools in interpretive research," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 27(Vol. 27 N), pages 230021-2300.
    18. Howell, Bronwyn E. & Potgieter, Petrus H., 2023. "AI-generated lemons: a sour outlook for content producers?," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277971, International Telecommunications Society (ITS).
    19. Naudé, Wim, 2023. "We Already Live in a Degrowth World, and We Do Not like It," IZA Discussion Papers 16191, Institute of Labor Economics (IZA).
    20. Stephan Puehringer & Georg Wolfmayr, 2023. "Organizers and promotors of academic competition? The role of (academic) social networks and platforms in the competitization of science," ICAE Working Papers 152, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
    21. Yujie Zhang & Hongzhen Li & Jingyi Mao & Guoxiu He & Yunhan Yang & Zhuoren Jiang & Yufeng Duan, 2023. "COVID-19: a disruptive impact on the knowledge support of references," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(8), pages 4791-4823, August.
    22. Stephan Puehringer, 2023. "Wie viel Wettbewerb wollen wir (uns leisten)? Zur Verwettbewerblichung der Universitaeten in Oesterreich und darueber hinaus," ICAE Working Papers 149, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.

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