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Technological entry in new niches: Diversity, crowding and generalism

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  • Candiani, Juan Antonio
  • Gilsing, Victor
  • Mastrogiorgio, Mariano

Abstract

Entry in new technological domains is essential for the long-term performance of firms. Therefore, it is important to understand the conditions that increase the likelihood that firms enter, and further explore, new technological domains. Some recent studies have started to unpack these issues by looking at the environmental conditions in a new technological domain that pull firms into it. In this paper, we complement these studies by looking at the environmental conditions in the firm's current technological domain that push firms into new domains. We do it from the perspective of technological ecology, by looking at how technological diversity and crowding in the firm's current technological niche, as well as firm's knowledge generalism, affect the likelihood that the firm enters, and further explores, new technological niches. To test our hypotheses, we rely on an empirical setting based on U.S. patents by 340 firms in the pharmaceutical industry. We propose a novel and advanced approach that, by leveraging a vast set of technological classifications, extracts technological niches from the patent system as they evolve over time.

Suggested Citation

  • Candiani, Juan Antonio & Gilsing, Victor & Mastrogiorgio, Mariano, 2022. "Technological entry in new niches: Diversity, crowding and generalism," Technovation, Elsevier, vol. 116(C).
    • Handle: RePEc:eee:techno:v:116:y:2022:i:c:s0166497222000256
    DOI: 10.1016/j.technovation.2022.102478
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    as
    1. Coccia, Mario, 2019. "The theory of technological parasitism for the measurement of the evolution of technology and technological forecasting," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 289-304.
    2. Atul Nerkar & Peter W. Roberts, 2004. "Technological and product‐market experience and the success of new product introductions in the pharmaceutical industry," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 779-799, August.
    3. Arkadiy V. Sakhartov & Timothy B. Folta, 2014. "Resource relatedness, redeployability, and firm value," Strategic Management Journal, Wiley Blackwell, vol. 35(12), pages 1781-1797, December.
    4. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    5. Miller McPherson, 2004. "A Blau space primer: prolegomenon to an ecology of affiliation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(1), pages 263-280, February.
    6. Malerba, Franco & Orsenigo, Luigi, 1999. "Technological entry, exit and survival: an empirical analysis of patent data," Research Policy, Elsevier, vol. 28(6), pages 643-660, August.
    7. McMillan, G. Steven & Narin, Francis & Deeds, David L., 2000. "An analysis of the critical role of public science in innovation: the case of biotechnology," Research Policy, Elsevier, vol. 29(1), pages 1-8, January.
    8. Huang, Hung-Chun & Su, Hsin-Ning, 2019. "The innovative fulcrums of technological interdisciplinarity: An analysis of technology fields in patents," Technovation, Elsevier, vol. 84, pages 59-70.
    9. Z. M. Berrebi & Jacques Silber, 1985. "Income Inequality Indices and Deprivation: A Generalization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(3), pages 807-810.
    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. Raghu Garud & Praveen R. Nayyar, 1994. "Transformative capacity: Continual structuring by intertemporal technology transfer," Strategic Management Journal, Wiley Blackwell, vol. 15(5), pages 365-385, June.
    12. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    13. 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.
    14. 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.
    15. Joel A. C. Baum & Jitendra V. Singh, 1994. "Organizational Niches and the Dynamics of Organizational Founding," Organization Science, INFORMS, vol. 5(4), pages 483-501, November.
    16. Andrew A. King & Christopher L. Tucci, 2002. "Incumbent Entry into New Market Niches: The Role of Experience and Managerial Choice in the Creation of Dynamic Capabilities," Management Science, INFORMS, vol. 48(2), pages 171-186, February.
    17. Weitzman, Martin L, 1996. "Hybridizing Growth Theory," American Economic Review, American Economic Association, vol. 86(2), pages 207-212, May.
    18. Caviggioli, Federico, 2016. "Technology fusion: Identification and analysis of the drivers of technology convergence using patent data," Technovation, Elsevier, vol. 55, pages 22-32.
    19. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    20. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    21. Carl Shapiro, 2001. "Navigating the Patent Thicket: Cross Licenses, Patent Pools, and Standard Setting," NBER Chapters, in: Innovation Policy and the Economy, Volume 1, pages 119-150, National Bureau of Economic Research, Inc.
    22. Balázs Kovács & Gianluca Carnabuci & Filippo Carlo Wezel, 2021. "Categories, attention, and the impact of inventions," Strategic Management Journal, Wiley Blackwell, vol. 42(5), pages 992-1023, May.
    23. 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.
    24. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    25. Cunha, Miguel Pina e & Clegg, Stewart R. & Mendonça, Sandro, 2010. "On serendipity and organizing," European Management Journal, Elsevier, vol. 28(5), pages 319-330, October.
    26. Geoffrey M. Hodgson, 2002. "Darwinism in economics: from analogy to ontology," Journal of Evolutionary Economics, Springer, vol. 12(3), pages 259-281.
    27. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    28. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    29. Mowery,David C. & Nelson,Richard R. (ed.), 1999. "Sources of Industrial Leadership," Cambridge Books, Cambridge University Press, number 9780521645201.
    30. Bart Leten & Rene Belderbos & Bart Van Looy, 2016. "Entry and Technological Performance in New Technology Domains: Technological Opportunities, Technology Competition and Technological Relatedness," Journal of Management Studies, Wiley Blackwell, vol. 53(8), pages 1257-1291, December.
    31. Madeline K. Kneeland & Melissa A. Schilling & Barak S. Aharonson, 2020. "Exploring Uncharted Territory: Knowledge Search Processes in the Origination of Outlier Innovation," Organization Science, INFORMS, vol. 31(3), pages 535-557, May.
    32. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence Of The Knowledge Base And The Firm'S Innovative Performance: Evidence From The U.S. Pharmaceutical Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 53(1), pages 123-142, March.
    33. von Graevenitz, Georg & Wagner, Stefan & Harhoff, Dietmar, 2011. "How to measure patent thickets--A novel approach," Economics Letters, Elsevier, vol. 111(1), pages 6-9, April.
    34. Philippe Aghion & Rachel Griffith & Peter Howitt, 2006. "U‐shaped relationship between vertical integration and competition: Theory and evidence," International Journal of Economic Theory, The International Society for Economic Theory, vol. 2(3‐4), pages 351-363, September.
    35. Philippe Aghion & Rachel Griffith & Peter Howitt, 2006. "Vertical Integration and Competition," American Economic Review, American Economic Association, vol. 96(2), pages 97-102, May.
    36. Granstrand, Ove & Holgersson, Marcus, 2020. "Innovation ecosystems: A conceptual review and a new definition," Technovation, Elsevier, vol. 90.
    37. Pistorius, C. W. I. & Utterback, J. M., 1997. "Multi-mode interaction among technologies," Research Policy, Elsevier, vol. 26(1), pages 67-84, March.
    38. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    39. Sidney G. Winter, 2012. "Purpose and Progress in the Theory of Strategy: Comments on Gavetti," Organization Science, INFORMS, vol. 23(1), pages 288-297, February.
    40. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    41. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    42. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    43. Robert D. Austin & Lee Devin & Erin E. Sullivan, 2012. "Accidental Innovation: Supporting Valuable Unpredictability in the Creative Process," Organization Science, INFORMS, vol. 23(5), pages 1505-1522, October.
    44. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    45. Mowery, David & Rosenberg, Nathan, 1993. "The influence of market demand upon innovation: A critical review of some recent empirical studies," Research Policy, Elsevier, vol. 22(2), pages 107-108, April.
    46. Arundel, Anthony, 2001. "The relative effectiveness of patents and secrecy for appropriation," Research Policy, Elsevier, vol. 30(4), pages 611-624, April.
    47. Carliss Y. Baldwin & Kim B. Clark, 2000. "Design Rules, Volume 1: The Power of Modularity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262024667, December.
    48. Johan Schot & Frank Geels, 2007. "Niches in evolutionary theories of technical change," Journal of Evolutionary Economics, Springer, vol. 17(5), pages 605-622, October.
    49. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    50. Gino Cattani, 2006. "Technological pre-adaptation, speciation, and emergence of new technologies: how Corning invented and developed fiber optics," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(2), pages 285-318, April.
    51. Mary Tripsas, 1997. "Unraveling The Process Of Creative Destruction: Complementary Assets And Incumbent Survival In The Typesetter Industry," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 119-142, July.
    52. Pierpaolo Andriani & Ayfer Ali & Mariano Mastrogiorgio, 2017. "Measuring Exaptation and Its Impact on Innovation, Search, and Problem Solving," Organization Science, INFORMS, vol. 28(2), pages 320-338, April.
    53. Bar, Talia & Leiponen, Aija, 2012. "A measure of technological distance," Economics Letters, Elsevier, vol. 116(3), pages 457-459.
    54. Stuart, Toby E, 1999. "A Structural Perspective on Organizational Innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 8(4), pages 745-775, December.
    55. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    56. Ganco, Martin, 2017. "NK model as a representation of innovative search," Research Policy, Elsevier, vol. 46(10), pages 1783-1800.
    57. Seo, Hangyeol & Chung, Yanghon & Yoon, Hyungseok (David), 2017. "R&D cooperation and unintended innovation performance: Role of appropriability regimes and sectoral characteristics," Technovation, Elsevier, vol. 66, pages 28-42.
    58. Levinthal, Daniel A, 1998. "The Slow Pace of Rapid Technological Change: Gradualism and Punctuation in Technological Change," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 7(2), pages 217-247, June.
    59. Alicia Barroso & Marco S. Giarratana & Samira Reis & Olav Sorenson, 2016. "Crowding, satiation, and saturation: The days of television series' lives," Strategic Management Journal, Wiley Blackwell, vol. 37(3), pages 565-585, March.
    60. Pier P. Saviotti, 1996. "Technological Evolution, Variety and the Economy," Books, Edward Elgar Publishing, number 727.
    61. Faisal Khurshid & Woo‐Yong Park & Felix T. S. Chan, 2020. "The impact of competition on vertical integration: The role of technological niche width," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 789-800, March.
    62. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
    63. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence of the Knowledge Base and the Firms’ Innovative Performance. Evidence from the Bio-Pharmaceutical Industry," SciencePo Working papers Main hal-03417696, HAL.
    64. Kevin Shear McCann, 2000. "The diversity–stability debate," Nature, Nature, vol. 405(6783), pages 228-233, May.
    65. Michael T. Hannan & László Pólos & Glenn R. Carroll, 2007. "Language Matters, from Logics of Organization Theory: Audiences, Codes, and Ecologies," Introductory Chapters, in: Logics of Organization Theory: Audiences, Codes, and Ecologies, Princeton University Press.
    66. Lee, Changyong & Jeon, Daeseong & Ahn, Joon Mo & Kwon, Ohjin, 2020. "Navigating a product landscape for technology opportunity analysis: A word2vec approach using an integrated patent-product database," Technovation, Elsevier, vol. 96.
    67. William Greene, 2002. "The Behavior of the Fixed Effects Estimator in Nonlinear Models," Working Papers 02-05, New York University, Leonard N. Stern School of Business, Department of Economics.
    68. Murayama, Kota & Nirei, Makoto & Shimizu, Hiroshi, 2015. "Management of science, serendipity, and research performance: Evidence from a survey of scientists in Japan and the U.S," Research Policy, Elsevier, vol. 44(4), pages 862-873.
    69. Corredoira, Rafael A. & Banerjee, Preeta M., 2015. "Measuring patent's influence on technological evolution: A study of knowledge spanning and subsequent inventive activity," Research Policy, Elsevier, vol. 44(2), pages 508-521.
    70. Melero, Eduardo & Palomeras, Neus, 2015. "The Renaissance Man is not dead! The role of generalists in teams of inventors," Research Policy, Elsevier, vol. 44(1), pages 154-167.
    71. Giovanni Gavetti, 2012. "PERSPECTIVE—Toward a Behavioral Theory of Strategy," Organization Science, INFORMS, vol. 23(1), pages 267-285, February.
    72. Ad van den Oord & Arjen van Witteloostuijn, 2017. "The Population Ecology of Technology: An Empirical Study of US Biotechnology Patents from 1976 to 2003," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-26, January.
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