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Keeping Pace with Technological Change: Insights into the Recency of Internal Knowledge Inputs

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  • Michalis E. Papazoglou

    (Athens University of Economics and Business)

  • Jen Nelles

    (Oxford Brookes University)

Abstract

The timely disengagement of a firm from its old technological achievements and the update of its core technological competencies are important issues for both management scholars and practitioners. However, a firm is naturally reluctant to abandon or replace technologies created internally and on which a large amount of resources has been spent and with which the firm is to a large extent familiar. Addressing the temporal dimension of knowledge inputs, this study develops two hypotheses that examine the effect of the recency of internal knowledge inputs on innovation performance and how this effect is moderated by internal focus. We test these hypotheses on longitudinal economic and patent data from a sample of 139 firms from the pharmaceuticals, biotechnology, and chemicals industries for a 7-year period, using fixed-effects negative binomial regression models. Findings support that the recency of internal knowledge inputs is a positive predictor of both innovation productivity and impact; however, when the recency interacts with internal focus, both the effects become negative.

Suggested Citation

  • Michalis E. Papazoglou & Jen Nelles, 2023. "Keeping Pace with Technological Change: Insights into the Recency of Internal Knowledge Inputs," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3724-3740, December.
  • Handle: RePEc:spr:jknowl:v:14:y:2023:i:4:d:10.1007_s13132-022-01023-9
    DOI: 10.1007/s13132-022-01023-9
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    1. Messeni Petruzzelli, Antonio & Ardito, Lorenzo & Savino, Tommaso, 2018. "Maturity of knowledge inputs and innovation value: The moderating effect of firm age and size," Journal of Business Research, Elsevier, vol. 86(C), pages 190-201.
    2. Gerard George & Reddi Kotha & Yanfeng Zheng, 2008. "Entry into Insular Domains: A Longitudinal Study of Knowledge Structuration and Innovation in Biotechnology Firms," Journal of Management Studies, Wiley Blackwell, vol. 45(8), pages 1448-1474, December.
    3. Sakaki, Hamid & Jory, Surendranath Rakesh, 2019. "Institutional investors' ownership stability and firms' innovation," Journal of Business Research, Elsevier, vol. 103(C), pages 10-22.
    4. Maria Isabella Leone & Toke Reichstein, 2012. "Licensing‐in fosters rapid invention! the effect of the grant‐back clause and technological unfamiliarity," Strategic Management Journal, Wiley Blackwell, vol. 33(8), pages 965-985, August.
    5. Harhoff, Dietmar & Reitzig, Markus, 2004. "Determinants of opposition against EPO patent grants--the case of biotechnology and pharmaceuticals," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 443-480, April.
    6. Gianluca Carnabuci & Elisa Operti & Balázs Kovács, 2015. "The Categorical Imperative and Structural Reproduction: Dynamics of Technological Entry in the Semiconductor Industry," Organization Science, INFORMS, vol. 26(6), pages 1734-1751, December.
    7. Nemet, Gregory F. & Johnson, Evan, 2012. "Do important inventions benefit from knowledge originating in other technological domains?," Research Policy, Elsevier, vol. 41(1), pages 190-200.
    8. Sorenson, Olav & Fleming, Lee, 2004. "Science and the diffusion of knowledge," Research Policy, Elsevier, vol. 33(10), pages 1615-1634, December.
    9. Michael B. Heeley & Robert Jacobson, 2008. "The recency of technological inputs and financial performance," Strategic Management Journal, Wiley Blackwell, vol. 29(7), pages 723-744, July.
    10. Ron Adner & Daniel Snow, 2010. "Old technology responses to new technology threats: demand heterogeneity and technology retreats," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(5), pages 1655-1675, October.
    11. 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.
    12. Papazoglou, Michalis E. & Spanos, Yiannis E., 2018. "Bridging distant technological domains: A longitudinal study of the determinants of breadth of innovation diffusion," Research Policy, Elsevier, vol. 47(9), pages 1713-1728.
    13. 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.
    14. Quintana-Garci­a, Cristina & Benavides-Velasco, Carlos A., 2008. "Innovative competence, exploration and exploitation: The influence of technological diversification," Research Policy, Elsevier, vol. 37(3), pages 492-507, April.
    15. Gautam Ahuja & Riitta Katila, 2004. "Where do resources come from? The role of idiosyncratic situations," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 887-907, August.
    16. Filippetti, Andrea & Archibugi, Daniele, 2011. "Innovation in times of crisis: National Systems of Innovation, structure, and demand," Research Policy, Elsevier, vol. 40(2), pages 179-192, March.
    17. Grazia Cecere & Muge Ozman, 2014. "Innovation, Recombination and Technological Proximity," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(3), pages 646-667, September.
    18. Jeffrey Kouton & Rafiou R. Bétila & Moïse Lawin, 2021. "The Impact of ICT Development on Health Outcomes in Africa: Does Economic Freedom Matter?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(4), pages 1830-1869, December.
    19. Atul Nerkar, 2003. "Old Is Gold? The Value of Temporal Exploration in the Creation of New Knowledge," Management Science, INFORMS, vol. 49(2), pages 211-229, February.
    20. Alessio Cozzolino & Frank T. Rothaermel, 2018. "Discontinuities, competition, and cooperation: Coopetitive dynamics between incumbents and entrants," Strategic Management Journal, Wiley Blackwell, vol. 39(12), pages 3053-3085, December.
    21. M. Ann McFadyen & Matthew Semadeni & Albert A. Cannella, 2009. "Value of Strong Ties to Disconnected Others: Examining Knowledge Creation in Biomedicine," Organization Science, INFORMS, vol. 20(3), pages 552-564, June.
    22. Mahmoud Ibrahim Fallatah, 2021. "Innovating in the Desert: a Network Perspective on Knowledge Creation in Developing Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1533-1551, September.
    23. Srikanth Paruchuri & Snehal Awate, 2017. "Organizational knowledge networks and local search: The role of intra‐organizational inventor networks," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 657-675, March.
    24. Michelle Gittelman & Bruce Kogut, 2003. "Does Good Science Lead to Valuable Knowledge? Biotechnology Firms and the Evolutionary Logic of Citation Patterns," Management Science, INFORMS, vol. 49(4), pages 366-382, April.
    25. Michael C. J. Mayer & Christian Stadler & Julia Hautz, 2015. "The relationship between product and international diversification: The role of experience," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1458-1468, October.
    26. Papazoglou, Michalis E. & Spanos, Yiannis E., 2021. "“Influential knowledge and financial performance: The role of time and rivals’ absorptive capacity”," Technovation, Elsevier, vol. 102(C).
    27. Gino Cattani, 2005. "Preadaptation, Firm Heterogeneity, and Technological Performance: A Study on the Evolution of Fiber Optics, 1970–1995," Organization Science, INFORMS, vol. 16(6), pages 563-580, December.
    28. Franz Tödtling & Markus Grillitsch, 2014. "Types of Innovation, Competencies of Firms, and External Knowledge Sourcing—Findings from Selected Sectors and Regions of Europe," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(2), pages 330-356, June.
    29. Minyoung Kim, 2016. "Geographic scope, isolating mechanisms, and value appropriation," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 695-713, April.
    30. Frank T. Rothaermel & Maria Tereza Alexandre, 2009. "Ambidexterity in Technology Sourcing: The Moderating Role of Absorptive Capacity," Organization Science, INFORMS, vol. 20(4), pages 759-780, August.
    31. Frank T. Rothaermel & Andrew M. Hess, 2007. "Building Dynamic Capabilities: Innovation Driven by Individual-, Firm-, and Network-Level Effects," Organization Science, INFORMS, vol. 18(6), pages 898-921, December.
    32. Sapsalis, Eleftherios & van Pottelsberghe de la Potterie, Bruno & Navon, Ran, 2006. "Academic versus industry patenting: An in-depth analysis of what determines patent value," Research Policy, Elsevier, vol. 35(10), pages 1631-1645, December.
    33. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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    More about this item

    Keywords

    Internal knowledge; Recency; Internal focus; Innovation performance;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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