IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2206.01878.html
   My bibliography  Save this paper

Remote Collaboration Fuses Fewer Breakthrough Ideas

Author

Listed:
  • Yiling Lin
  • Carl Benedikt Frey
  • Lingfei Wu

Abstract

Theories of innovation emphasize the role of social networks and teams as facilitators of breakthrough discoveries. Around the world, scientists and inventors today are more plentiful and interconnected than ever before. But while there are more people making discoveries, and more ideas that can be reconfigured in novel ways, research suggests that new ideas are getting harder to find-contradicting recombinant growth theory. In this paper, we shed new light on this apparent puzzle. Analyzing 20 million research articles and 4 million patent applications across the globe over the past half-century, we begin by documenting the rise of remote collaboration across cities, underlining the growing interconnectedness of scientists and inventors globally. We further show that across all fields, periods, and team sizes, researchers in these remote teams are consistently less likely to make breakthrough discoveries relative to their onsite counterparts. Creating a dataset that allows us to explore the division of labor in knowledge production within teams and across space, we find that among distributed team members, collaboration centers on late-stage, technical tasks involving more codified knowledge. Yet they are less likely to join forces in conceptual tasks-such as conceiving new ideas and designing research-when knowledge is tacit. We conclude that despite striking improvements in digital technology in recent years, remote teams are less likely to integrate the knowledge of their members to produce new, disruptive ideas.

Suggested Citation

  • Yiling Lin & Carl Benedikt Frey & Lingfei Wu, 2022. "Remote Collaboration Fuses Fewer Breakthrough Ideas," Papers 2206.01878, arXiv.org, revised Oct 2023.
  • Handle: RePEc:arx:papers:2206.01878
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2206.01878
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    2. 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.
    3. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    4. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    5. 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.
    6. Chad Syverson, 2017. "Challenges to Mismeasurement Explanations for the US Productivity Slowdown," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 165-186, Spring.
    7. Longqi Yang & David Holtz & Sonia Jaffe & Siddharth Suri & Shilpi Sinha & Jeffrey Weston & Connor Joyce & Neha Shah & Kevin Sherman & Brent Hecht & Jaime Teevan, 2022. "Author Correction: The effects of remote work on collaboration among information workers," Nature Human Behaviour, Nature, vol. 6(1), pages 164-164, January.
    8. Abdullah Almaatouq & Mohammed Alsobay & Ming Yin & Duncan J. Watts, 2021. "Task complexity moderates group synergy," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(36), pages 2101062118-, September.
    9. Mokyr, Joel, 1992. "The Lever of Riches: Technological Creativity and Economic Progress," OUP Catalogue, Oxford University Press, number 9780195074772.
    10. Jacobs, Jane, 1969. "Strategies for Helping Cities," American Economic Review, American Economic Association, vol. 59(4), pages 652-656, Part I Se.
    11. Gaspar, Jess & Glaeser, Edward L., 1998. "Information Technology and the Future of Cities," Journal of Urban Economics, Elsevier, vol. 43(1), pages 136-156, January.
    12. Richard Van Noorden, 2012. "Global mobility: Science on the move," Nature, Nature, vol. 490(7420), pages 326-329, October.
    13. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    14. Robert J. Gordon, 2016. "Perspectives on The Rise and Fall of American Growth," American Economic Review, American Economic Association, vol. 106(5), pages 72-76, May.
    15. Mors, Marie Louise & Waguespack, David M., 2021. "Fast success and slow failure: The process speed of dispersed research teams," Research Policy, Elsevier, vol. 50(5).
    16. Rosenthal, Stuart S. & Strange, William C., 2001. "The Determinants of Agglomeration," Journal of Urban Economics, Elsevier, vol. 50(2), pages 191-229, September.
    17. Pierre Azoulay & Joshua S. Graff Zivin & Bhaven N. Sampat, 2011. "The Diffusion of Scientific Knowledge across Time and Space: Evidence from Professional Transitions for the Superstars of Medicine," NBER Chapters, in: The Rate and Direction of Inventive Activity Revisited, pages 107-155, National Bureau of Economic Research, Inc.
    18. David M. Byrne & John G. Fernald & Marshall B. Reinsdorf, 2016. "Does the United States Have a Productivity Slowdown or a Measurement Problem?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(1 (Spring), pages 109-182.
    19. Melanie S. Brucks & Jonathan Levav, 2022. "Virtual communication curbs creative idea generation," Nature, Nature, vol. 605(7908), pages 108-112, May.
    20. Richard B. Freeman & Ina Ganguli & Raviv Murciano-Goroff, 2014. "Why and Wherefore of Increased Scientific Collaboration," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 17-48, National Bureau of Economic Research, Inc.
    21. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    22. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    23. Christian Catalini, 2018. "Microgeography and the Direction of Inventive Activity," Management Science, INFORMS, vol. 64(9), pages 4348-4364, September.
    24. Waltman, Ludo & Tijssen, Robert J.W. & Eck, Nees Jan van, 2011. "Globalisation of science in kilometres," Journal of Informetrics, Elsevier, vol. 5(4), pages 574-582.
    25. Leydesdorff, Loet & Bornmann, Lutz, 2021. "Disruption indices and their calculation using web-of-science data: Indicators of historical developments or evolutionary dynamics?," Journal of Informetrics, Elsevier, vol. 15(4).
    26. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    27. Longqi Yang & David Holtz & Sonia Jaffe & Siddharth Suri & Shilpi Sinha & Jeffrey Weston & Connor Joyce & Neha Shah & Kevin Sherman & Brent Hecht & Jaime Teevan, 2022. "The effects of remote work on collaboration among information workers," Nature Human Behaviour, Nature, vol. 6(1), pages 43-54, January.
    28. Russell J. Funk & Jason Owen-Smith, 2017. "A Dynamic Network Measure of Technological Change," Management Science, INFORMS, vol. 63(3), pages 791-817, March.
    29. 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.
    30. Eric D. Green & James D. Watson & Francis S. Collins, 2015. "Human Genome Project: Twenty-five years of big biology," Nature, Nature, vol. 526(7571), pages 29-31, October.
    31. Eric von Hippel, 1994. ""Sticky Information" and the Locus of Problem Solving: Implications for Innovation," Management Science, INFORMS, vol. 40(4), pages 429-439, April.
    32. 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).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Houqiang Yu & Yian Liang & Yinghua Xie, 2024. "Predicting Scientific Breakthroughs Based on Structural Dynamic of Citation Cascades," Mathematics, MDPI, vol. 12(11), pages 1-18, June.
    2. José María Barrero & Nicholas Bloom & Steven J. Davis, 2023. "The Evolution of Work from Home," Journal of Economic Perspectives, American Economic Association, vol. 37(4), pages 23-50, Fall.
    3. Macher, Jeffrey T. & Rutzer, Christian & Weder, Rolf, 2024. "Is there a secular decline in disruptive patents? Correcting for measurement bias," Research Policy, Elsevier, vol. 53(5).
    4. Narayanamurti, Venkatesh & Tsao, Jeffrey Y., 2024. "How technoscientific knowledge advances: A Bell-Labs-inspired architecture," Research Policy, Elsevier, vol. 53(4).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2020. "How Do Travel Costs Shape Collaboration?," Management Science, INFORMS, vol. 66(8), pages 3340-3360, August.
    2. van der Wouden, Frank & Youn, Hyejin, 2023. "The impact of geographical distance on learning through collaboration," Research Policy, Elsevier, vol. 52(2).
    3. Hu, Guangyuan & Ni, Rong & Tang, Li, 2022. "Do international nonstop flights foster influential research? Evidence from Sino-US scientific collaboration," Journal of Informetrics, Elsevier, vol. 16(4).
    4. Moritz Goldbeck, 2022. "Bit by Bit - Colocation and the Death of Distance in Software Developer Networks," ifo Working Paper Series 386, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    5. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    6. Wu, Lingfei & Kittur, Aniket & Youn, Hyejin & Milojević, Staša & Leahey, Erin & Fiore, Stephen M. & Ahn, Yong-Yeol, 2022. "Metrics and mechanisms: Measuring the unmeasurable in the science of science," Journal of Informetrics, Elsevier, vol. 16(2).
    7. Contigiani, Andrea & Testoni, Marco, 2023. "Geographic isolation, trade secrecy, and innovation," Research Policy, Elsevier, vol. 52(8).
    8. Catalini, Christian & Fons-Rosen, Christian & Gaule, Patrick, 2016. "Did Cheaper Flights Change the Direction of Science?," IZA Discussion Papers 9897, Institute of Labor Economics (IZA).
    9. Michael Park & Erin Leahey & Russell Funk, 2021. "The decline of disruptive science and technology," Papers 2106.11184, arXiv.org, revised Jul 2022.
    10. Diemer, Andreas & Regan, Tanner, 2022. "No inventor is an island: Social connectedness and the geography of knowledge flows in the US," Research Policy, Elsevier, vol. 51(2).
    11. Wernsdorf, Kathrin & Nagler, Markus & Watzinger, Martin, 2022. "ICT, collaboration, and innovation: Evidence from BITNET," Journal of Public Economics, Elsevier, vol. 211(C).
    12. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    13. Christopher Esposito, 2021. "The Geography of Breakthrough Innovation in the United States over the 20th Century," Papers in Evolutionary Economic Geography (PEEG) 2126, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    14. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    15. Ajay Agrawal & John McHale & Alexander Oettl, 2014. "Collaboration, Stars, and the Changing Organization of Science: Evidence from Evolutionary Biology," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 75-102, National Bureau of Economic Research, Inc.
    16. Zuzanna Helena Zarach & Aleksandra Parteka, 2023. "Productivity effects of trade in natural resources—comparison with mechanisms of technological specialisation," The World Economy, Wiley Blackwell, vol. 46(9), pages 2684-2706, September.
    17. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    18. Timo Boppart & Huiyu Li, 2021. "Productivity Slowdown: Reducing the Measure of Our Ignorance," Working Paper Series 2021-21, Federal Reserve Bank of San Francisco.
    19. Maya M. Durvasula & Sabri Eyuboglu & David M. Ritzwoller, 2024. "Distilling Data from Large Language Models: An Application to Research Productivity Measurement," Papers 2405.08030, arXiv.org, revised Dec 2024.
    20. Fauchart, Emmanuelle & Bacache-Beauvallet, Maya & Bourreau, Marc & Moreau, François, 2022. "Do-It-Yourself or Do-It-Together: How digital technologies affect creating alone or with others?," Technovation, Elsevier, vol. 112(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2206.01878. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.