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The Evolutionary Nature of Breakthrough Innovation: An Empirical Investigation of Firm Search Strategies

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  • Dominika Kinga Randle

    (Harvard Business School, Cambridge, Massachusetts 02163)

  • Gary Paul Pisano

    (Harvard Business School, Cambridge, Massachusetts 02163)

Abstract

Breakthrough innovation has been an important topic of study for generations of scholars. Previous research in this domain has focused on exploring the way breakthroughs emerge from cumulative combination and recombination of prior technologies and knowledge components across vast numbers of firms and inventors. However, far less understood are the internal firm-level processes that give rise to breakthrough inventions. How do firms search for and select technologies with which to innovate? Could the trajectory of this search process itself play a role in influencing the likelihood that a developed invention will be a breakthrough? We ask these questions in our research. Our analysis examines three decades of innovation histories of over two and a half thousand firms. Longitudinal firm-level data and a novel measure of search (technological focal proximity) enable us to characterize corporate activity at a detailed level and to examine search strategies that led to breakthrough innovations as well as those that did not. Contrary to the established consensus that breakthroughs are associated with explorative search and less impactful inventions emerge through exploitation, our firm-centric approach reveals that breakthroughs develop from a search process that evolves in phases and involves both exploration (initially) and exploitation (subsequently). In the early phases, firms that successfully develop breakthrough inventions explore unfamiliar terrain. However, as the process unfolds, they progressively shift their search strategies to exploitation of accumulated knowledge. Our findings call into question the strong dichotomy between exploration and exploitation that has played such a prominent role in theories about the origins of breakthrough innovation.

Suggested Citation

  • Dominika Kinga Randle & Gary Paul Pisano, 2021. "The Evolutionary Nature of Breakthrough Innovation: An Empirical Investigation of Firm Search Strategies," Strategy Science, INFORMS, vol. 6(4), pages 290-304, December.
  • Handle: RePEc:inm:orstsc:v:6:y:2021:i:4:p:290-304
    DOI: 10.1287/stsc.2021.0134
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    References listed on IDEAS

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    1. Cockburn, Iain & Griliches, Zvi, 1988. "Industry Effects and Appropriability Measures in the Stock Market's Valuation of R&D and Patents," American Economic Review, American Economic Association, vol. 78(2), pages 419-423, May.
    2. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    3. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    4. Albert, M. B. & Avery, D. & Narin, F. & McAllister, P., 1991. "Direct validation of citation counts as indicators of industrially important patents," Research Policy, Elsevier, vol. 20(3), pages 251-259, June.
    5. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    6. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    7. Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2006. "Exploratory Innovation, Exploitative Innovation, and Performance: Effects of Organizational Antecedents and Environmental Moderators," Management Science, INFORMS, vol. 52(11), pages 1661-1674, November.
    8. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    9. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    10. Benner, Mary & Waldfogel, Joel, 2008. "Close to you? Bias and precision in patent-based measures of technological proximity," Research Policy, Elsevier, vol. 37(9), pages 1556-1567, October.
    11. Bena, Jan & Ferreira, Miguel A & Matos, Pedro & Pires, Pedro, 2017. "Are foreign investors locusts? The long-term effects of foreign institutional ownership," Journal of Financial Economics, Elsevier, vol. 126(1), pages 122-146.
    12. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    13. Sam Arts & Reinhilde Veugelers, 2015. "Technology familiarity, recombinant novelty, and breakthrough invention," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(6), pages 1215-1246.
    14. Eric D. Darr & Linda Argote & Dennis Epple, 1995. "The Acquisition, Transfer, and Depreciation of Knowledge in Service Organizations: Productivity in Franchises," Management Science, INFORMS, vol. 41(11), pages 1750-1762, November.
    15. Rebecca Henderson & Iain Cockburn, 1994. "Measuring Competence? Exploring Firm Effects in Pharmaceutical Research," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 63-84, December.
    16. Sarah Kaplan & Keyvan Vakili, 2015. "The double-edged sword of recombination in breakthrough innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1435-1457, October.
    17. O'Reilly, Charles A., III & Tushman, Michael L., 2013. "Organizational Ambidexterity: Past, Present and Future," Research Papers 2130, Stanford University, Graduate School of Business.
    18. Tristan Fitzgerald & Benjamin Balsmeier & Lee Fleming & Gustavo Manso, 2021. "Innovation Search Strategy and Predictable Returns," Management Science, INFORMS, vol. 67(2), pages 1109-1137, February.
    19. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    20. Linda Argote & Sara L. Beckman & Dennis Epple, 1990. "The Persistence and Transfer of Learning in Industrial Settings," Management Science, INFORMS, vol. 36(2), pages 140-154, February.
    21. Dennis Epple & Linda Argote & Rukmini Devadas, 1991. "Organizational Learning Curves: A Method for Investigating Intra-Plant Transfer of Knowledge Acquired Through Learning by Doing," Organization Science, INFORMS, vol. 2(1), pages 58-70, February.
    22. Jatinder S. Sidhu & Harry R. Commandeur & Henk W. Volberda, 2007. "The Multifaceted Nature of Exploration and Exploitation: Value of Supply, Demand, and Spatial Search for Innovation," Organization Science, INFORMS, vol. 18(1), pages 20-38, February.
    23. Jasjit Singh & Lee Fleming, 2010. "Lone Inventors as Sources of Breakthroughs: Myth or Reality?," Management Science, INFORMS, vol. 56(1), pages 41-56, January.
    24. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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    Cited by:

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    2. Tao Yi & Chaoying Tang, 2025. "Research exploration, collaborative partnerships, and scientific breakthrough: evidence from China’s State Key Laboratories," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(8), pages 4423-4464, August.
    3. You-Ta Chuang & David H. Weng & Chia-Hung Wu & Kelly Thomson, 2023. "See You in Your Backyard: Multipoint Contact, Firm’s Capacity and Capability, and Technological Expansion," Strategy Science, INFORMS, vol. 8(1), pages 85-102, March.
    4. Roy, Raja & Lampert, Curba Morris & Polidoro, Francisco & Kim, Minyoung, 2025. "Creating a breakthrough invention: NASA’s internal knowledge generation for the Space Shuttle," Research Policy, Elsevier, vol. 54(10).
    5. Gino Cattani & Franco Malerba, 2021. "Evolutionary Approaches to Innovation, the Firm, and the Dynamics of Industries," Strategy Science, INFORMS, vol. 0, pages 265-289, December.
    6. Francisco Brahm & Joaquin Poblete, 2024. "Organizational Culture, Adaptation, and Performance," Organization Science, INFORMS, vol. 35(5), pages 1823-1848, September.
    7. Xiao, Yineng, 2025. "Relationship between data elements, industry concentration, and firms’ breakthrough innovation," Finance Research Letters, Elsevier, vol. 72(C).

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